[
  {
    "path": ".gitignore",
    "content": ".DS_Store\n"
  },
  {
    "path": "LICENSE",
    "content": "MIT License\n\nCopyright (c) 2021 Michael Galkin\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n"
  },
  {
    "path": "download_data.sh",
    "content": "wget -P ./lp_rp/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/lp/fb15k237_1000_anchors_1000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\nwget -P ./lp_rp/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/lp/wn18rr_500_anchors_500_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\nwget -P ./lp_rp/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/lp/yago_10000_anchors_10000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\nwget -P ./lp_rp/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/lp/codex_l_7000_anchors_7000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\n\nwget -P ./nc/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/nc/wd50k_50_anchors_50_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\nwget -P ./nc/data/clean/wd50k/statements/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/nc/wd50k_embs.pkl\n\nwget -P ./oos_lp/src/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos-lp/FB15k-237_1000_anchors_1000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\nwget -P ./oos_lp/src/data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos-lp/YAGO3-10_10000_anchors_10000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_100sp.pkl\n\nwget -P ./oos_lp/datasets/FB15k-237/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/ofb15k237/train.txt\nwget -P ./oos_lp/datasets/FB15k-237/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/ofb15k237/valid.json\nwget -P ./oos_lp/datasets/FB15k-237/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/ofb15k237/test.json\n\nwget -P ./oos_lp/datasets/YAGO3-10/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/oyago/train.txt\nwget -P ./oos_lp/datasets/YAGO3-10/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/oyago/valid.json\nwget -P ./oos_lp/datasets/YAGO3-10/processed/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/oos_datasets/oyago/test.json"
  },
  {
    "path": "inductive_lp/README.md",
    "content": "# Inductive Link Prediction with NodePiece\n\nThe task is coined in the paper by Teru et al [Inductive relation prediction by subgraph reasoning](https://arxiv.org/abs/1911.06962).\nTraining is executed on one graph, but inference link prediction is executed on a completely new graph\nwith unseen entities (but known relations).\n\nFor each KG dump (FB15k-237, WN18RR, NELL995) there exist 4 versions of the datasets \nvarying in the size of transductive training and inductive inference graphs.\n\nThe NodePiece setup here does not use any anchors as inference graphs are disconnected from training graphs.\nThat is, we only use unique relations for node tokenization.\n\n### Results\n\n<table>\n    <tr>\n        <th rowspan=\"2\">Dataset</th>\n        <th colspan=\"4\">HITS@10 (50 samples)</th>\n    </tr>\n    <tr>\n        <th>v1</th>\n        <th>v2</th>\n        <th>v3</th>\n        <th>v4</th>\n    </tr>\n    <tr>\n        <th>FB15k-237</th>\n        <td>0.873</td>\n        <td>0.939</td>\n        <td>0.944</td>\n        <td>0.949</td>\n    </tr>\n    <tr>\n        <th>WN18RR</th>\n        <td>0.830</td>\n        <td>0.886</td>\n        <td>0.785</td>\n        <td>0.807</td>\n    </tr>\n    <tr>\n        <th>NELL</th>\n        <td>0.890</td>\n        <td>0.901</td>\n        <td>0.936</td>\n        <td>0.893</td>\n    </tr>\n</table>\n\nReproduce the reported experiments with the following commands. Add `-wandb True` if you want to log the results to WANDB.\n\n### FB15k-237\n* Version 1\n```\npython run_ilp.py -loss nssal -margin 25 -epochs 2503 -lr 0.0001 -data fb15k237 -sample_rels 12 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3\n```\n* Version 2\n```\npython run_ilp.py -loss nssal -margin 15 -epochs 2000 -lr 0.0001 -data fb15k237 -sample_rels 12 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -pna False -residual False -jk False -ind_v 2 -eval_bs 2048\n```\n* Version 3\n```\npython run_ilp.py -loss nssal -margin 15 -epochs 2000 -lr 0.0001 -data fb15k237 -sample_rels 12 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -pna False -residual False -jk False -ind_v 3 -eval_bs 2048\n```\n* Version 4\n```\npython run_ilp.py -loss nssal -margin 25 -epochs 2000 -lr 0.0001 -data fb15k237 -sample_rels 12 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -pna False -residual False -jk False -ind_v 4 -eval_bs 2048\n```\n\n### WN18RR\n* Version 1\n```\npython run_ilp.py -loss nssal -margin 15 -epochs 589 -lr 0.0001 -data wn18rr -sample_rels 4 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -pna True -residual True\n```\n* Version 2\n```\npython run_ilp.py -loss nssal -margin 15 -epochs 2000 -lr 0.0001 -data wn18rr -sample_rels 4 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 6 -pna False -residual True -jk True -ind_v 2\n```\n* Version 3\n```\npython run_ilp.py -loss nssal -margin 5 -epochs 211 -lr 0.0001 -data wn18rr -sample_rels 4 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 6 -pna False -residual True -jk True -ind_v 3 -eval_bs 2048\n```\n* Version 4\n```\npython run_ilp.py -loss nssal -margin 20 -epochs 2000 -lr 0.0001 -data wn18rr -sample_rels 3 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 10 -pna False -residual True -jk True -ind_v 4 -eval_bs 2048\n```\n\n### NELL 995\n* Version 1\n```\npython run_ilp.py -loss nssal -margin 15 -epochs 451 -lr 0.0001 -data nell -sample_rels 4 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -ind_v 1 -eval_bs 2048\n```\n* Version 2\n```\npython run_ilp.py -loss nssal -margin 20 -epochs 2000 -lr 0.0001 -data nell -sample_rels 6 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 4 -ind_v 2 -eval_bs 2048\n```\n* Version 3\n```\npython run_ilp.py -loss nssal -margin 30 -epochs 2000 -lr 0.0001 -data nell -sample_rels 4 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -ind_v 3 -eval_bs 2048\n```\n* Version 4\n```\npython run_ilp.py -loss nssal -margin 20 -epochs 2000 -lr 0.0001 -data nell -sample_rels 30 -negs 32 -gnn True -rp False -gnn_att True -gnn_layers 3 -ind_v 4 -eval_bs 2048 -pool trf\n```\n\n### More\nMore CLI arguments can be found in `run_ilp.py`, eg, you can start the relation prediction task with the `-rp True` flag.\n"
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  {
    "path": "inductive_lp/data/WN18RR_v1/test.txt",
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  {
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  {
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    "content": 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  {
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  },
  {
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    "content": 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  {
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    "content": 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m/featured_film_locations\t/m/01bkb\n/m/04ztj\t/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony\t/m/0dmy0\n/m/0g3bw\t/location/location/contains\t/m/018qt8\n/m/04ztj\t/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony\t/m/035bpp\n/m/014mlp\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/03x23q\n/m/015jr\t/location/location/contains\t/m/01d26y\n/m/02y6fz\t/business/job_title/people_with_this_title./business/employment_tenure/company\t/m/0kk9v\n/m/0ph24\t/tv/tv_program/languages\t/m/02h40lc\n/m/0fkx3\t/government/government_office_category/officeholders./government/government_position_held/jurisdiction_of_office\t/m/07cfx\n/m/0193f\t/music/genre/artists\t/m/01v_pj6\n/m/09prnq\t/music/group_member/membership./music/group_membership/group\t/m/014_lq\n/m/02_xgp2\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/03t4nx\n/m/01rthc\t/music/genre/artists\t/m/0qf3p\n/m/03f0fp\t/sports/sports_position/players./sports/sports_team_roster/team\t/m/03j6_5\n/m/0dwl2\t/business/business_operation/industry\t/m/020mfr\n/m/02rff2\t/education/educational_institution/students_graduates./education/education/student\t/m/0157m\n/m/02n72k\t/film/film/language\t/m/02h40lc\n/m/02_xgp2\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/01f6ss\n/m/02c8d7\t/music/genre/artists\t/m/0147dk\n/m/01gvxh\t/government/legislative_session/members./government/government_position_held/district_represented\t/m/015jr\n/m/0ngy8\t/location/location/adjoin_s./location/adjoining_relationship/adjoins\t/m/0nh57\n/m/0jmh7\t/sports/sports_team/sport\t/m/018w8\n/m/0yx74\t/location/location/time_zones\t/m/02fqwt\n/m/02hp70\t/education/educational_institution/students_graduates./education/education/major_field_of_study\t/m/0g26h\n/m/0gcrg\t/film/film/cinematography\t/m/09myny\n/m/05clg8\t/music/record_label/artist\t/m/07r4c\n/m/0nryt\t/location/location/time_zones\t/m/02fqwt\n/m/05cl8y\t/music/record_label/artist\t/m/01vv6_6\n/m/01n7q\t/location/location/contains\t/m/0l2jb\n/m/04rqd\t/tv/tv_network/programs./tv/tv_network_duration/program\t/m/0q9nj\n/m/0347xz\t/people/person/spouse_s./people/marriage/type_of_union\t/m/04ztj\n/m/04ztj\t/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony\t/m/0fm2_\n/m/0fh2v5\t/film/film/genre\t/m/026ny\n/m/02h4rq6\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/012gyf\n/m/01n7q\t/location/location/contains\t/m/0kpzy\n/m/069vt\t/business/business_operation/industry\t/m/0vg8\n/m/0509bl\t/people/person/place_of_birth\t/m/017j4q\n/m/01y8cr\t/people/person/employment_history./business/employment_tenure/company\t/m/09xwz\n/m/043n0v_\t/film/film/country\t/m/0d05w3\n/m/09rp4r_\t/people/person/gender\t/m/05zppz\n/m/02bh8z\t/organization/organization/child./organization/organization_relationship/child\t/m/01gfq4\n/m/01hb6v\t/people/person/place_of_birth\t/m/0619_\n/m/01hvv0\t/tv/tv_program/languages\t/m/02h40lc\n/m/0d3qd0\t/government/politician/government_positions_held./government/government_position_held/legislative_sessions\t/m/02bqm0\n/m/03_44z\t/base/x2010fifaworldcupsouthafrica/world_cup_squad/current_world_cup_squad./base/x2010fifaworldcupsouthafrica/current_world_cup_squad/current_club\t/m/04mrhq\n/m/06hzq3\t/music/genre/artists\t/m/03vhvp\n/m/02khs\t/location/country/official_language\t/m/02h40lc\n/m/054yc0\t/film/film_subject/films\t/m/0bvn25\n/m/02_xgp2\t/education/educational_degree/people_with_this_degree./education/education/major_field_of_study\t/m/02mgp\n/m/02b0_m\t/soccer/football_team/current_roster./soccer/football_roster_position/position\t/m/03f0fp\n/m/025x1t\t/tv/tv_program/languages\t/m/02h40lc\n/m/08qz1l\t/military/military_conflict/combatants./military/military_combatant_group/combatants\t/m/0xff\n/m/03qjwc\t/music/record_label/artist\t/m/01wdcxk\n/m/097h2\t/tv/tv_program/genre\t/m/03fpg\n/m/046qpy\t/organization/organization/place_founded\t/m/021y1s\n/m/05y8n7\t/music/genre/artists\t/m/01w5n51\n/m/014j1m\t/food/food/nutrients./food/nutrition_fact/nutrient\t/m/03d49\n"
  },
  {
    "path": "inductive_lp/data/fb237_v1/valid.txt",
    "content": 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ward/award_honor/award_winner\t/m/05m9f9\n/m/0404wqb\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/096lf_\n/m/0fpkhkz\t/film/film/language\t/m/02h40lc\n/m/014mlp\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/0187nd\n/m/044kwr\t/people/person/profession\t/m/025sppp\n/m/0168nq\t/award/ranked_item/appears_in_ranked_lists./award/ranking/list\t/m/01pd60\n/m/0hv8w\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/0f8l9c\n/m/03gt0c5\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/02q6gfp\n/m/0443xn\t/people/person/spouse_s./people/marriage/location_of_ceremony\t/m/03gh4\n/m/02wk_43\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/03wh8kl\n/m/014mlp\t/education/educational_degree/people_with_this_degree./education/education/major_field_of_study\t/m/06bvp\n/m/02_xgp2\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/01j_9c\n/m/0bth54\t/film/film/other_crew./film/film_crew_gig/film_crew_role\t/m/0n1h\n/m/0bh8yn3\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/0154j\n/m/03bdkd\t/film/film/language\t/m/02h40lc\n/m/06bd5j\t/award/award_winning_work/awards_won./award/award_honor/award_winner\t/m/03rwz3\n/m/0cz_ym\t/film/film/other_crew./film/film_crew_gig/film_crew_role\t/m/089fss\n/m/02ck7w\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/01ps2h8\n/m/02y9ln\t/people/person/gender\t/m/05zppz\n/m/03p2xc\t/film/film/genre\t/m/07s9rl0\n/m/07cdz\t/film/film/language\t/m/02h40lc\n/m/01qbl\t/music/performance_role/guest_performances./music/recording_contribution/performance_role\t/m/0l15bq\n"
  },
  {
    "path": "inductive_lp/data/fb237_v1_ind/test.txt",
    "content": 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  },
  {
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  },
  {
    "path": "inductive_lp/data/fb237_v1_ind/valid.txt",
    "content": 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2q8q\n/m/01hlwv\t/organization/organization/headquarters./location/mailing_address/citytown\t/m/02_286\n/m/0p9tm\t/film/film/production_companies\t/m/016tt2\n/m/0d060g\t/olympics/olympic_participating_country/athletes./olympics/olympic_athlete_affiliation/olympics\t/m/0jkvj\n/m/015q1n\t/education/educational_institution/school_type\t/m/05jxkf\n/m/0x67\t/people/ethnicity/people\t/m/01vxlbm\n/m/0dq9p\t/people/cause_of_death/people\t/m/05xpv\n/m/064nh4k\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/022q4l9\n/m/016srn\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/02cx90\n/m/0j6b5\t/film/film/other_crew./film/film_crew_gig/film_crew_role\t/m/094hwz\n/m/0jqp3\t/film/film/produced_by\t/m/0170vn\n/m/019pkm\t/people/person/places_lived./people/place_lived/location\t/m/02_286\n/m/0j11\t/location/administrative_division/first_level_division_of\t/m/049nq\n/m/0h5g_\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/020bv3\n/m/01l4zqz\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/03xgm3\n/m/01c99j\t/award/award_category/winners./award/award_honor/ceremony\t/m/01mh_q\n/m/05650n\t/award/award_winning_work/awards_won./award/award_honor/award\t/m/02qyxs5\n/m/0crh5_f\t/film/film/release_date_s./film/film_regional_release_date/film_regional_debut_venue\t/m/0fpkxfd\n/m/04dsnp\t/film/film/produced_by\t/m/0jw67\n/m/027dtxw\t/award/award_category/nominees./award/award_nomination/nominated_for\t/m/0b2v79\n/m/0pd64\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/02_286\n/m/01f85k\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/0d060g\n/m/015q1n\t/education/educational_institution/students_graduates./education/education/student\t/m/01nvmd_\n/m/0m6x4\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/0jsqk\n/m/03k8th\t/film/film/featured_film_locations\t/m/02_286\n/m/0jpn8\t/education/educational_institution/colors\t/m/036k5h\n/m/0hkxq\t/food/food/nutrients./food/nutrition_fact/nutrient\t/m/0h1yy\n/m/025sc50\t/music/genre/artists\t/m/02h9_l\n/m/0bv7t\t/influence/influence_node/influenced_by\t/m/017_pb\n/m/041rx\t/people/ethnicity/people\t/m/058vp\n/m/0pd64\t/award/award_winning_work/awards_won./award/award_honor/award\t/m/0gq9h\n/m/0175wg\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/020bv3\n/m/047n8xt\t/film/film/written_by\t/m/02r6c_\n/m/08052t3\t/film/film/genre\t/m/02kdv5l\n/m/01ws9n6\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/01wlt3k\n/m/0pqc5\t/government/government_office_category/officeholders./government/government_position_held/jurisdiction_of_office\t/m/07bcn\n/m/0gdh5\t/people/person/profession\t/m/016z4k\n/m/01qb5d\t/film/film/production_companies\t/m/016tt2\n/m/032q8q\t/film/actor/film./film/performance/film\t/m/01q2nx\n/m/02l6dy\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/01wy5m\n/m/03548\t/location/country/official_language\t/m/064_8sq\n/m/01718w\t/film/film/music\t/m/0417z2\n/m/0gvs1kt\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/04v3q\n/m/01s0ps\t/music/performance_role/regular_performances./music/group_membership/role\t/m/0l1589\n/m/022q4l9\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/064nh4k\n/m/0161sp\t/base/popstra/celebrity/friendship./base/popstra/friendship/participant\t/m/0pmhf\n/m/0gq_d\t/award/award_category/winners./award/award_honor/ceremony\t/m/0bzn6_\n/m/06cgy\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/0jqj5\n/m/05p5nc\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/0cqh6z\n/m/01m15br\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/02cx90\n/m/0c12h\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/027dtxw\n/m/04mby\t/people/person/places_lived./people/place_lived/location\t/m/071cn\n/m/017gl1\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/06mzp\n/m/015pkc\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/02s2ft\n/m/02_3zj\t/award/award_category/nominees./award/award_nomination/nominated_for\t/m/0524b41\n/m/02bf58\t/organization/organization/headquarters./location/mailing_address/citytown\t/m/01_d4\n/m/032q8q\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/080knyg\n/m/0146hc\t/education/educational_institution/school_type\t/m/05jxkf\n/m/02y_rq5\t/award/award_category/nominees./award/award_nomination/nominated_for\t/m/0294mx\n/m/01jgpsh\t/film/actor/film./film/performance/film\t/m/03nqnnk\n/m/04fzfj\t/film/film/story_by\t/m/08hp53\n/m/01_d4\t/location/location/contains\t/m/065r8g\n/m/020bv3\t/film/film/production_companies\t/m/03sb38\n/m/02z0f6l\t/film/film/genre\t/m/017fp\n/m/04nw9\t/film/actor/film./film/performance/film\t/m/0gnjh\n/m/03ft8\t/people/person/places_lived./people/place_lived/location\t/m/0100mt\n/m/02qny_\t/soccer/football_player/current_team./sports/sports_team_roster/team\t/m/0175rc\n/m/024lt6\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/04v3q\n/m/0jkvj\t/olympics/olympic_games/sports\t/m/03hr1p\n/m/012gk9\t/film/film/written_by\t/m/03ft8\n/m/02cg7g\t/government/legislative_session/members./government/government_position_held/legislative_sessions\t/m/02glc4\n/m/0f6zs\t/location/location/contains\t/m/0ybkj\n/m/07gql\t/music/instrument/instrumentalists\t/m/03xgm3\n/m/041rx\t/people/ethnicity/people\t/m/073v6\n/m/05ztm4r\t/people/person/places_lived./people/place_lived/location\t/m/02_286\n"
  },
  {
    "path": "inductive_lp/data/fb237_v2/test.txt",
    "content": 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  },
  {
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\n/m/014mlp\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/02vnp2\n/m/06hzq3\t/music/genre/artists\t/m/03vhvp\n/m/01nf9x\t/base/biblioness/bibs_location/state\t/m/07cfx\n/m/0y4f8\t/music/genre/artists\t/m/02b25y\n/m/0dzc16\t/people/person/place_of_birth\t/m/01j4rs\n/m/027x4ws\t/award/award_category/disciplines_or_subjects\t/m/0dwly\n/m/05683cn\t/people/person/gender\t/m/05zppz\n/m/04ztj\t/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony\t/m/0g4g7\n/m/0qkyj\t/location/location/time_zones\t/m/02fqwt\n/m/022kcs\t/people/person/gender\t/m/05zppz\n/m/01rgr\t/people/person/profession\t/m/04cvn_\n/m/0d05w3\t/location/location/contains\t/m/01qq80\n/m/0m40d\t/music/genre/artists\t/m/013qvn\n/m/02flpc\t/award/award_category/winners./award/award_honor/ceremony\t/m/09n4nb\n/m/0wqwj\t/location/location/time_zones\t/m/02fqwt\n/m/06zdt7\t/soccer/football_team/current_roster./sports/sports_team_roster/position\t/m/0dgrmp\n/m/0m32_\t/people/person/gender\t/m/05zppz\n/m/04ztj\t/people/marriage_union_type/unions_of_this_type./people/marriage/location_of_ceremony\t/m/01k4f\n/m/02h4rq6\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/0778p\n/m/05k7sb\t/location/location/contains\t/m/0v0d9\n/m/03z0l6\t/people/person/profession\t/m/0dxtg\n/m/0190yn\t/music/genre/parent_genre\t/m/0233qs\n/m/0y2tr\t/music/genre/artists\t/m/015196\n/m/041h0\t/people/person/place_of_birth\t/m/0c499\n/m/021dvj\t/music/genre/artists\t/m/01vyp_\n/m/0dtzkt\t/film/film/genre\t/m/0d2rhq\n/m/01n7q\t/location/location/contains\t/m/0r066\n/m/05k7sb\t/location/location/contains\t/m/0tzls\n/m/02_xgp2\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/0b5hj5\n/m/032s66\t/people/cause_of_death/people\t/m/0484q\n/m/01ym8l\t/base/schemastaging/organization_extra/phone_number./base/schemastaging/phone_sandbox/service_language\t/m/02h40lc\n/m/0135xb\t/people/person/place_of_birth\t/m/01gln9\n/m/015m08\t/location/location/contains\t/m/01n1pp\n"
  },
  {
    "path": "inductive_lp/data/fb237_v2/valid.txt",
    "content": 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  },
  {
    "path": "inductive_lp/data/fb237_v2_ind/test.txt",
    "content": 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  {
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  },
  {
    "path": "inductive_lp/data/fb237_v2_ind/valid.txt",
    "content": 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tions./award/award_nomination/award_nominee\t/m/0flw6\n/m/01846t\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/017gm7\n/m/07zhd7\t/people/person/place_of_birth\t/m/04jpl\n/m/06cc_1\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/03qbnj\n/m/03dj48\t/soccer/football_team/current_roster./sports/sports_team_roster/position\t/m/02_j1w\n/m/0gmgwnv\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/03h64\n/m/02vr3gz\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/03gj2\n/m/017gm7\t/film/film/genre\t/m/01hmnh\n/m/01hv3t\t/award/award_winning_work/awards_won./award/award_honor/award\t/m/027b9ly\n/m/0d4htf\t/film/film/genre\t/m/01hmnh\n/m/0l12d\t/influence/influence_node/peers./influence/peer_relationship/peers\t/m/018x3\n/m/01pcq3\t/film/actor/film./film/performance/film\t/m/0bwhdbl\n/m/02vr3gz\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/03rjj\n/m/017f3m\t/tv/tv_program/regular_cast./tv/regular_tv_appearance/actor\t/m/02sjf5\n/m/02dlh2\t/music/performance_role/track_performances./music/track_contribution/role\t/m/07y_7\n/m/085ccd\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/05r4w\n/m/08815\t/education/educational_institution/students_graduates./education/education/student\t/m/01x4r3\n/m/011yqc\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/03rt9\n/m/02_l96\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/02mc79\n/m/01w40h\t/music/record_label/artist\t/m/01wg25j\n/m/06nz46\t/people/person/places_lived./people/place_lived/location\t/m/04jpl\n/m/02x4w6g\t/award/award_category/nominees./award/award_nomination/nominated_for\t/m/0gjk1d\n/m/07nt8p\t/film/film/genre\t/m/01hmnh\n/m/07g7h2\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/0cjyzs\n/m/01hf6\t/location/location/adjoin_s./location/adjoining_relationship/adjoins\t/m/075mb\n/m/0486tv\t/olympics/olympic_sport/athletes./olympics/olympic_athlete_affiliation/country\t/m/0345h\n/m/026gb3v\t/people/person/place_of_birth\t/m/03shp\n/m/02822\t/education/field_of_study/students_majoring./education/education/student\t/m/0h0wc\n/m/019v9k\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/02hwww\n/m/09d5h\t/tv/tv_network/programs./tv/tv_network_duration/program\t/m/03_8kz\n/m/08phg9\t/film/film/other_crew./film/film_crew_gig/film_crew_role\t/m/02_n3z\n/m/03xl77\t/people/person/profession\t/m/09jwl\n/m/06jvj7\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/06jw0s\n/m/07s6fsf\t/education/educational_degree/people_with_this_degree./education/education/institution\t/m/07szy\n/m/03_qj1\t/soccer/football_team/current_roster./soccer/football_roster_position/position\t/m/02_j1w\n/m/07kc_\t/music/performance_role/regular_performances./music/group_membership/role\t/m/07y_7\n/m/0345h\t/location/location/contains\t/m/0pz6q\n/m/02vkvcz\t/people/person/places_lived./people/place_lived/location\t/m/04jpl\n/m/026t6\t/music/instrument/instrumentalists\t/m/02jxkw\n/m/01vj9c\t/music/performance_role/regular_performances./music/group_membership/role\t/m/02fsn\n/m/0237fw\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/02pjvc\n/m/098s2w\t/film/film/featured_film_locations\t/m/0fvzz\n/m/0y_9q\t/film/film/music\t/m/01cbt3\n/m/02qssrm\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/06jvj7\n/m/0gq_d\t/award/award_category/winners./award/award_honor/ceremony\t/m/05hmp6\n"
  },
  {
    "path": "inductive_lp/data/fb237_v3/test.txt",
    "content": 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  {
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  },
  {
    "path": "inductive_lp/data/fb237_v3/valid.txt",
    "content": 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6k\t/film/film/executive_produced_by\t/m/06pj8\n/m/0m66w\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/05h43ls\n/m/036hf4\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/0prfz\n/m/07tgn\t/education/educational_institution/students_graduates./education/education/student\t/m/0tfc\n/m/013rds\t/people/person/profession\t/m/039v1\n/m/06t2t\t/olympics/olympic_participating_country/athletes./olympics/olympic_athlete_affiliation/olympics\t/m/06sks6\n/m/0m313\t/film/film/other_crew./film/film_crew_gig/film_crew_role\t/m/09vw2b7\n/m/03gj2\t/olympics/olympic_participating_country/medals_won./olympics/olympic_medal_honor/olympics\t/m/0jhn7\n/m/01zh29\t/base/popstra/celebrity/friendship./base/popstra/friendship/participant\t/m/05g3ss\n/m/0k9j_\t/people/person/languages\t/m/02h40lc\n/m/07ww5\t/olympics/olympic_participating_country/athletes./olympics/olympic_athlete_affiliation/olympics\t/m/06sks6\n/m/011k1h\t/music/record_label/artist\t/m/03sww\n/m/0lbfv\t/education/educational_institution/students_graduates./education/education/student\t/m/071ywj\n/m/0yzvw\t/film/film/language\t/m/02h40lc\n/m/0fthdk\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/0cfhfz\n/m/0d0l91\t/people/person/gender\t/m/05zppz\n/m/03s6l2\t/film/film/language\t/m/02h40lc\n/m/01vvb4m\t/film/actor/film./film/performance/film\t/m/0ptdz\n/m/040njc\t/award/award_category/nominees./award/award_nomination/nominated_for\t/m/03hj3b3\n/m/030qb3t\t/location/capital_of_administrative_division/capital_of./location/administrative_division_capital_relationship/administrative_division\t/m/0kpys\n"
  },
  {
    "path": "inductive_lp/data/fb237_v3_ind/test.txt",
    "content": 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  },
  {
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  },
  {
    "path": "inductive_lp/data/fb237_v4/test.txt",
    "content": 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  },
  {
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    "content": 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  },
  {
    "path": "inductive_lp/data/fb237_v4_ind/test.txt",
    "content": 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  },
  {
    "path": "inductive_lp/data/fb237_v4_ind/valid.txt",
    "content": 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ner\t/m/0837ql\n/m/01d259\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/07twz\n/m/058frd\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/03v1w7\n/m/03xx3m\t/people/deceased_person/place_of_death\t/m/02_286\n/m/02nvg1\t/education/educational_institution/students_graduates./education/education/major_field_of_study\t/m/04_tv\n/m/01p4wv\t/tv/tv_program/genre\t/m/04xvlr\n/m/01gb54\t/film/film_distributor/films_distributed./film/film_film_distributor_relationship/film\t/m/02q5g1z\n/m/0kjgl\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/013knm\n/m/04flrx\t/people/person/profession\t/m/01d_h8\n/m/0dwvl\t/music/performance_role/track_performances./music/track_contribution/role\t/m/03t22m\n/m/01jfsb\t/media_common/netflix_genre/titles\t/m/02x2jl_\n/m/028knk\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/0_816\n/m/0dz46\t/people/person/places_lived./people/place_lived/location\t/m/0dclg\n/m/063lqs\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/03cl8lb\n/m/0dq_5\t/organization/role/leaders./organization/leadership/organization\t/m/05th69\n/m/06w7v\t/music/performance_role/track_performances./music/track_contribution/role\t/m/0dwvl\n/m/029fbr\t/music/genre/artists\t/m/03lgg\n/m/074rg9\t/film/film/genre\t/m/02kdv5l\n/m/02rmd_2\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/059j2\n/m/08tq4x\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/03_3d\n/m/05148p4\t/music/instrument/instrumentalists\t/m/01f9zw\n/m/02vz6dn\t/film/film/genre\t/m/01hmnh\n/m/0pqzh\t/tv/tv_writer/tv_programs./tv/tv_program_writer_relationship/tv_program\t/m/04x4gj\n/m/06by7\t/music/genre/artists\t/m/049qx\n/m/0z90c\t/organization/organization/headquarters./location/mailing_address/citytown\t/m/0f04v\n/m/02q5bx2\t/film/film/release_date_s./film/film_regional_release_date/film_release_distribution_medium\t/m/07c52\n/m/04xvlr\t/media_common/netflix_genre/titles\t/m/01flv_\n/m/02x73k6\t/award/award_category/winners./award/award_honor/award_winner\t/m/09fb5\n/m/0b9dmk\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/04mz10g\n/m/060c4\t/organization/role/leaders./organization/leadership/organization\t/m/01csqg\n/m/013tcv\t/people/person/places_lived./people/place_lived/location\t/m/05fly\n/m/02kxbx3\t/film/director/film\t/m/01vfqh\n/m/02lnbg\t/music/genre/artists\t/m/0ffgh\n/m/01fh9\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/034zc0\n/m/09v71cj\t/film/film/release_date_s./film/film_regional_release_date/film_release_region\t/m/0345h\n/m/03v0vd\t/award/award_nominee/award_nominations./award/award_nomination/nominated_for\t/m/01j67j\n/m/037d35\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/02x4wr9\n/m/02ryz24\t/film/film/other_crew./film/film_crew_gig/crewmember\t/m/0cw67g\n/m/0cqgl9\t/award/award_category/winners./award/award_honor/ceremony\t/m/0g55tzk\n/m/02pt6k_\t/award/award_winner/awards_won./award/award_honor/award_winner\t/m/01yg9y\n/m/04qk12\t/film/film/release_date_s./film/film_regional_release_date/film_release_distribution_medium\t/m/029j_\n/m/0dq_5\t/business/job_title/people_with_this_title./business/employment_tenure/company\t/m/0k9ts\n/m/03rl1g\t/government/legislative_session/members./government/government_position_held/district_represented\t/m/07b_l\n/m/028dcg\t/education/educational_degree/people_with_this_degree./education/education/student\t/m/01mqh5\n/m/014b6c\t/location/location/adjoin_s./location/adjoining_relationship/adjoins\t/m/0ndh6\n/m/02508x\t/people/person/places_lived./people/place_lived/location\t/m/0f3ys2\n/m/036dyy\t/base/popstra/celebrity/canoodled./base/popstra/canoodled/participant\t/m/026c1\n/m/01vnbh\t/tv/tv_program/regular_cast./tv/regular_tv_appearance/actor\t/m/02t_99\n/m/03v0t\t/location/location/contains\t/m/02f4s3\n/m/015f7\t/people/person/profession\t/m/064xm0\n/m/03tk6z\t/award/award_category/winners./award/award_honor/award_winner\t/m/03j24kf\n/m/05xvj\t/sports/professional_sports_team/draft_picks./sports/sports_league_draft_pick/school\t/m/01tx9m\n/m/01mszz\t/award/award_winning_work/awards_won./award/award_honor/honored_for\t/m/074rg9\n/m/016dmx\t/influence/influence_node/influenced_by\t/m/02wh0\n/m/0239zv\t/award/award_nominee/award_nominations./award/award_nomination/award\t/m/03r8tl\n/m/07k51gd\t/award/award_nominee/award_nominations./award/award_nomination/award_nominee\t/m/07s6prs\n/m/039n1\t/people/person/nationality\t/m/0345h\n"
  },
  {
    "path": "inductive_lp/data/nell_v1/test.txt",
    "content": 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tconcept:weatherphenomenon:world\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:louisiana_tech_bulldogs\nconcept:company:nbc\tconcept:agentcollaborateswithagent\tconcept:journalist:ann_curry\nconcept:bank:iowa_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:website:ksee\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:personus:hilary_rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:senator_obama\nconcept:nongovorganization:u_s_\tconcept:organizationhiredperson\tconcept:coach:bob_bradley\nconcept:county:oakland\tconcept:organizationterminatedperson\tconcept:person:lane_kiffin\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:treasury\nconcept:city:click\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:physicalaction:materials\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:website:youtube\tconcept:organizationterminatedperson\tconcept:person:chen\nconcept:sportsteam:cincinnati_bearcats\tconcept:organizationhiredperson\tconcept:politician:mark_l__mallory\nconcept:city:danville\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:company:economist001\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:athlete:rockies\nconcept:sportsleague:nba\tconcept:subpartoforganization\tconcept:sportsteam:suns\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kent_state\nconcept:person:mark001\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:country:us\tconcept:organizationterminatedperson\tconcept:personasia:number\nconcept:county:new_mexico\tconcept:subpartof\tconcept:country:usa\nconcept:coach:terry_hoeppner\tconcept:worksfor\tconcept:stateorprovince:indiana\nconcept:governmentorganization:amazon_com\tconcept:organizationterminatedperson\tconcept:personus:jeff_bezos\nconcept:coach:mangini\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:southern_illinois_salukis\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:iupui_jaguars\nconcept:coach:jeff_fisher\tconcept:worksfor\tconcept:newspaper:tennessee\nconcept:person:ty_willingham\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:politicianus:mike_huckabee\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:professionalorganization:lions\tconcept:organizationhiredperson\tconcept:coach:rod_marinelli\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kmoh\nconcept:sportsteam:pepperdine_waves\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:terroristorganization:state\tconcept:organizationhiredperson\tconcept:coach:kay_yow\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kxas\nconcept:city:springfield\tconcept:subpartof\tconcept:chemical:old\nconcept:newspaper:tribune\tconcept:agentcontrols\tconcept:city:london_city\nconcept:bank:ups\tconcept:headquarteredin\tconcept:city:atlanta\nconcept:writer:brown\tconcept:worksfor\tconcept:sportsteam:cavs\nconcept:coach:bill_snyder\tconcept:worksfor\tconcept:university:kansas_state\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:flue_gas\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:coach:marinelli\nconcept:sportsteam:oregon_state_beavers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:missouri\tconcept:organizationterminatedperson\tconcept:personaustralia:gary_pinkel\nconcept:sportsteam:oakland_raiders\tconcept:organizationhiredperson\tconcept:coach:kiffin\nconcept:televisionshow:dan_rather\tconcept:subpartof\tconcept:website:cbs\nconcept:coach:clemson\tconcept:agentcollaborateswithagent\tconcept:coach:tommy_bowden\nconcept:personeurope:eddie_perez\tconcept:worksfor\tconcept:winery:hartford\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:kcba\nconcept:coach:marc_iavaroni\tconcept:worksfor\tconcept:sportsteam:memphis_grizzlies\nconcept:transportation:situation\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wptv\nconcept:sportsteam:delaware_blue_hens\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:carmel_by_the_sea\tconcept:agentcollaborateswithagent\tconcept:person:clint_eastwood\nconcept:televisionstation:ksnt\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:vehicle:states\tconcept:subpartof\tconcept:politicsissue:oregon\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:savannah_state_tigers\nconcept:company:post\tconcept:subpartoforganization\tconcept:blog:form\nconcept:visualizablething:water_supply\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:politicianus:president_bush\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:person:republican\tconcept:agentcontrols\tconcept:politicianus:governor_sarah_palin\nconcept:criminal:gore\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:stateorprovince:author\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgia_state\nconcept:coach:rod_marinelli\tconcept:worksfor\tconcept:sportsteam:detroit_lions\nconcept:nonprofitorganization:organizations\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:person:republican\tconcept:agentcontrols\tconcept:politicianus:gov__sarah_palin\nconcept:landscapefeatures:sites\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:female:hilary\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:buffalo_state\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgia_southern_eagles\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:municipal_water\nconcept:company:connectix\tconcept:subpartoforganization\tconcept:company:microsoft_corporation\nconcept:judge:mr_\tconcept:worksfor\tconcept:company:microsoft_corporation\nconcept:city:florida\tconcept:subpartof\tconcept:country:usa\nconcept:bodypart:art\tconcept:subpartof\tconcept:programminglanguage:the_new\nconcept:company:doubleclick\tconcept:subpartoforganization\tconcept:university:google\nconcept:city:service\tconcept:subpartof\tconcept:river:state\nconcept:biotechcompany:apple\tconcept:organizationterminatedperson\tconcept:person:stephen\nconcept:governmentorganization:fox_news\tconcept:agentcontrols\tconcept:blog:roger_ailes\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:sacramento_state\nconcept:county:seattle\tconcept:organizationhiredperson\tconcept:coach:mike_holmgren\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:tony_snow\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politician:geraldine_ferraro\nconcept:city:tampa_bay\tconcept:subpartof\tconcept:city:florida\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_gators\nconcept:stateorprovince:georgia\tconcept:organizationhiredperson\tconcept:coach:mark_richt\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:person:rodriguez\nconcept:governmentorganization:iowa\tconcept:organizationhiredperson\tconcept:coach:kirk_ferentz\nconcept:televisionstation:ksnw\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:sportsteam:texas_a_m\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:company:nasa\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:sewage\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:ceo:woz\nconcept:website:youtube_last_year\tconcept:subpartoforganization\tconcept:blog:google\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:company:junglee\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:coach:minnesota_golden_gophers\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:kragthorpe\nconcept:coach:philadelphia_eagles\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:city:portsmouth\tconcept:subpartof\tconcept:stateorprovince:ohio\nconcept:female:hillary\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wtmj_tv\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southern_mississippi_golden_eagles\nconcept:politicsissue:requirements\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:city:oakland\tconcept:organizationhiredperson\tconcept:coach:tom_cable\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:huggins\nconcept:landscapefeatures:states\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:journalist:charles_osgood\nconcept:personus:steve_ballmer\tconcept:worksfor\tconcept:university:microsoft\nconcept:university:ohio_state\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:oakland\tconcept:organizationhiredperson\tconcept:coach:kiffin\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unc_wilmington_seahawks\nconcept:company:general_motors\tconcept:organizationterminatedperson\tconcept:ceo:fritz_henderson\nconcept:sportsteam:northern_colorado_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:florida\tconcept:organizationhiredperson\tconcept:person:spurrier\nconcept:ceo:ted_waitt\tconcept:agentcontrols\tconcept:website:gateway\nconcept:company:fox\tconcept:companyeconomicsector\tconcept:politicsissue:entertainment\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:seahawks\nconcept:newspaper:herald\tconcept:agentcollaborateswithagent\tconcept:scientist:andres_oppenheimer\nconcept:city:area\tconcept:subpartof\tconcept:website:blood\nconcept:stateorprovince:oregon\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:york\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:cincinnati_bengals\nconcept:organization:the_country\tconcept:agentcollaborateswithagent\tconcept:nongovorganization:legislature\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:person:president_bill_clinton\nconcept:televisionstation:whag\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:televisionstation:wjac_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:mike_shula\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:politician:u_s__congress\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:tradeunion:congress\nconcept:coach:al_arbour\tconcept:worksfor\tconcept:sportsteam:san_jose_sharks\nconcept:vehicle:services\tconcept:subpartof\tconcept:hallwayitem:gas\nconcept:stateorprovince:california\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:county:newton\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:city:service\tconcept:subpartof\tconcept:company:apple001\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:stateorprovince:author\nconcept:person:stephen\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:company:services\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:company:north_carolina\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:politicalparty:democrats\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionstation:wncn_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:bank:paypal\tconcept:organizationterminatedperson\tconcept:ceo:peter_thiel\nconcept:sportsteam:north_texas_mean_green\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:army\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:coach:stanford_cardinal\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:whec_tv\nconcept:sportsteam:west_virginia_mountaineers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:governmentorganization:management\tconcept:subpartof\tconcept:governmentorganization:stormwater\nconcept:sportsteam:ohio_bobcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oregon_state_beavers\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:personmexico:isaiah_thomas\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wbre_tv\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:harry_reid\nconcept:sportsteam:rhode_island_rams\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:coach:robert_neyland\nconcept:city:florida\tconcept:agentcollaborateswithagent\tconcept:company:services\nconcept:automobilemaker:toyota\tconcept:companyeconomicsector\tconcept:economicsector:auto\nconcept:sportsteam:texas_a_m_aggies\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:journalist:staff\nconcept:sportsteam:northern_illinois\tconcept:organizationhiredperson\tconcept:coach:joe_novak\nconcept:coach:barry_melrose\tconcept:worksfor\tconcept:sportsteam:tampa_bay_lightning\nconcept:sportsteam:rhode_island_rams\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:county:new_mexico\tconcept:organizationhiredperson\tconcept:coach:locksley\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:on_site_water\nconcept:journalist:john_markoff\tconcept:worksfor\tconcept:company:york_times\nconcept:company:microsoft\tconcept:organizationterminatedperson\tconcept:ceo:steve_ballmer\nconcept:company:nbc\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:room:back\tconcept:subpartof\tconcept:website:blood\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:tomlin\nconcept:coach:oklahoma_sooners\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:times\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:creditunion:north_carolina\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:government\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:nongovorganization:gop\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:nancy_pelosi\nconcept:politicianus:mitt_romney\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:lou_holtz\nconcept:company:general_motors001\tconcept:acquired\tconcept:automobilemaker:chevrolet\nconcept:sportsteam:greensboro\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:missouri\tconcept:organizationhiredperson\tconcept:person:anderson\nconcept:ceo:reid_hoffman\tconcept:topmemberoforganization\tconcept:blog:linkedin\nconcept:journalist:soledad_o_brien\tconcept:worksfor\tconcept:company:cnn\nconcept:sportsteam:louisiana_tech_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:hendersonville\tconcept:subpartof\tconcept:creditunion:north_carolina\nconcept:city:children\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:domestic_water\nconcept:sportsteam:florida_state\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:celebrity:northwestern_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:france_telecom\tconcept:agentcontrols\tconcept:website:orange\nconcept:musicartist:times\tconcept:agentcollaborateswithagent\tconcept:journalist:nicholas_kristof\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:information\nconcept:politicalparty:democrats\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:coach:douglas_edwards\nconcept:athlete:roy_williams\tconcept:worksfor\tconcept:university:unc\nconcept:musician:jimmy_johnson\tconcept:worksfor\tconcept:sportsteam:dallas_cowboys\nconcept:geometricshape:property\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:troy_university_trojans\nconcept:university:uw\tconcept:organizationhiredperson\tconcept:coach:brett_lee\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:company:innovation\nconcept:governmentorganization:amazon_com\tconcept:agentcontrols\tconcept:automobilemaker:jeff_bezos\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personus:jeremiah_wright\nconcept:country:us\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:coach:philip_rivers\nconcept:sportsteam:arizona_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:management\tconcept:subpartof\tconcept:buildingmaterial:marine\nconcept:comedian:john_chancellor\tconcept:worksfor\tconcept:company:nbc\nconcept:musicalbum:today\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:sparano\tconcept:worksfor\tconcept:sportsteam:miami_dolphins\nconcept:coach:boeheim\tconcept:worksfor\tconcept:sportsleague:syracuse\nconcept:sportsteam:san_jose_state_spartans\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:california\tconcept:organizationterminatedperson\tconcept:person:jeff_tedford\nconcept:sportsteam:nevada_wolfpack\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:governmentorganization:epa\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:actor:scott_mcnealy\tconcept:agentcollaborateswithagent\tconcept:male:sun\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kdlv_tv\nconcept:recordlabel:universal\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:memphis_tigers\nconcept:celebrity:southern_illinois_salukis\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:universal_studios\tconcept:organizationterminatedperson\tconcept:person:ron_meyer\nconcept:company:tiger\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:maryland\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:wpbn\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept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    "content": 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and\tconcept:subpartof\tconcept:city:florida\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:advanced_water\nconcept:website:netscape\tconcept:subpartoforganization\tconcept:blog:america_online\nconcept:geopoliticallocation:kerry\tconcept:agentcollaborateswithagent\tconcept:personus:john_edwards\nconcept:politicsblog:geraldo_rivera\tconcept:agentcollaborateswithagent\tconcept:mountain:fox\nconcept:blog:google\tconcept:acquired\tconcept:company:doubleclick\nconcept:city:miami_beach\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:marquette_golden_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:nbc\tconcept:agentcontrols\tconcept:newspaper:wcsh_tv\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizableattribute:major_water\nconcept:politician:congress\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:coach:brett_lee\tconcept:worksfor\tconcept:university:uw\nconcept:coach:tom_coughlin\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:personmexico:isaiah_thomas\tconcept:worksfor\tconcept:sportsteam:knicks\nconcept:organization:kremlin\tconcept:organizationterminatedperson\tconcept:person:alexander_korzhakov\nconcept:sportsteam:new_orleans_saints\tconcept:organizationhiredperson\tconcept:coach:mike_ditka\nconcept:coach:tommy_tuberville\tconcept:subpartof\tconcept:stateorprovince:auburn\nconcept:blog:sun\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_kentucky_hilltoppers\nconcept:county:chicago\tconcept:organizationhiredperson\tconcept:coach:mike_ditka\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:louisiana_lafayette_ragin_cajuns\nconcept:company:flickr001\tconcept:organizationterminatedperson\tconcept:person:caterina_fake\nconcept:company:microsoft\tconcept:companyeconomicsector\tconcept:academicfield:information_technology\nconcept:coach:new\tconcept:subpartof\tconcept:city:florida\nconcept:island:head\tconcept:subpartof\tconcept:software:adrenalin\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:modern_water\nconcept:coach:new_york_knicks\tconcept:agentbelongstoorganization\tconcept:sportsleague:nba\nconcept:coach:rex_ryan\tconcept:subpartof\tconcept:sportsleague:new\nconcept:actor:scott_mcnealy\tconcept:agentcontrols\tconcept:male:sun\nconcept:company:booksurge\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:county:san_francisco\tconcept:organizationhiredperson\tconcept:athlete:mike_singletary\nconcept:recordlabel:dreamworks_skg\tconcept:organizationterminatedperson\tconcept:ceo:jeffrey_katzenberg\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wdtn\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kcen\nconcept:female:universal_studios\tconcept:agentcontrols\tconcept:person:ron_meyer\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:ken_whisenhunt\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:room:way\nconcept:company:ebay002\tconcept:acquired\tconcept:company:skype_com\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:coach:terry_hoeppner\nconcept:coach:scott_linehan\tconcept:worksfor\tconcept:city:st_louis\nconcept:tradeunion:congress\tconcept:agentcollaborateswithagent\tconcept:fish:white\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:delaware_state_hornets\nconcept:room:offices\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:month:june\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:county:philadelphia\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:sportsteam:colorado_college\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:celebrity:venice\tconcept:subpartof\tconcept:city:florida\nconcept:stateorprovince:arizona\tconcept:organizationhiredperson\tconcept:coach:ken_whisenhunt\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:musicalbum:life\nconcept:televisionstation:wand\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:frank_haith\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:augustana_vikings\nconcept:coach:tom_o_brien\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:company:business_week\tconcept:agentcollaborateswithagent\tconcept:coach:stephen_baker\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:state_department\nconcept:coach:carroll\tconcept:worksfor\tconcept:sportsteam:usc\nconcept:city:marysville\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:stateorprovince:vermont\tconcept:subpartof\tconcept:country:usa\nconcept:blog:google\tconcept:acquired\tconcept:company:greenborder\nconcept:city:santa_cruz_das_flores\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:organization:kremlin\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:democratic_presidential_candidate_barack_obama\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southern_methodist_mustangs\nconcept:bank:administration\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:new\tconcept:subpartof\tconcept:publication:people_\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:manny_diaz\nconcept:museum:facilities\tconcept:subpartof\tconcept:beverage:industrial_water\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:company:pixar\tconcept:agentcontrols\tconcept:website:jobs\nconcept:televisionstation:keci\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:bush\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:ottawa\tconcept:organizationhiredperson\tconcept:coach:jim_watson\nconcept:website:campaigns\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:televisionstation:wyff_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:televisionstation:wpxi_tv\tconcept:organizationheadquarteredincity\tconcept:city:pittsburgh\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:programminglanguage:technology\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:industrial_water\nconcept:county:salem\tconcept:subpartof\tconcept:politicsissue:oregon\nconcept:televisionstation:ktuu\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:stateorprovince:wyoming_cowboys\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:charlie_weis\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:brown_bears\nconcept:politicalparty:republican_party\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:bellevue\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:vehicle:states\tconcept:subpartof\tconcept:sportsequipment:northwest\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:website:kfor_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:cincinnati\tconcept:organizationhiredperson\tconcept:politician:mark_l__mallory\nconcept:stateorprovince:colorado\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:ron_cooper\nconcept:sportsleague:nfl\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:minnesota_wilds\tconcept:agentcollaborateswithagent\tconcept:athlete:niklas_backstrom\nconcept:sportsteam:san_diego_padres\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:city:san_bernardino\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:governmentorganization:stormwater\nconcept:university:microsoft\tconcept:agentcollaborateswithagent\tconcept:company:gates\nconcept:sportsteam:ohio_state_buckeyes\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:central_water\nconcept:academicfield:documents\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:athlete:boston_red_sox\tconcept:subpartof\tconcept:sportsleague:mlb\nconcept:coach:d_antoni\tconcept:worksfor\tconcept:sportsteam:knicks\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cameron_aggies\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:tom_coughlin\nconcept:televisionstation:wvva_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:charactertrait:institutions\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:jobposition:agency\tconcept:subpartof\tconcept:river:state\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:montana_grizzlies\nconcept:celebrity:laura_bush\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:hillary_rodham_clinton\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:tradeunion:congress\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:coach:billick\nconcept:sportsteam:italy\tconcept:agentcontrols\tconcept:personeurope:alessandro_del_piero\nconcept:person:bill\tconcept:agentcollaborateswithagent\tconcept:geopoliticallocation:kerry\nconcept:coach:new\tconcept:subpartof\tconcept:musicinstrument:africa\nconcept:publication:syracuse_university\tconcept:organizationhiredperson\tconcept:coach:ben_schwartzwalder\nconcept:bank:bank_america\tconcept:organizationterminatedperson\tconcept:ceo:kenneth_lewis\nconcept:university:boston_red_sox\tconcept:subpartoforganization\tconcept:sportsleague:mlb\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:nongovorganization:council\nconcept:coach:new\tconcept:subpartof\tconcept:university:reasons\nconcept:city:number\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:toronto_blue_jays\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:radiostation:nevada\tconcept:organizationhiredperson\tconcept:personus:chris_ault\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:senator_clinton\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:grobe\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arkansas_state_red_wolves\nconcept:island:head\tconcept:subpartof\tconcept:vehicle:air\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wpbn_tv\nconcept:sportsteam:new_england_patriots\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsteam:auburn_tigers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:vienna\tconcept:subpartof\tconcept:country:republic_of_austria\nconcept:sportsteam:blue_jays\tconcept:agentcollaborateswithagent\tconcept:athlete:vernon_wells\nconcept:nongovorganization:zanu_pf\tconcept:agentcollaborateswithagent\tconcept:person:mugabe\nconcept:professionalorganization:lions\tconcept:organizationhiredperson\tconcept:coach:mariucci\nconcept:musicalbum:chattanooga\tconcept:subpartof\tconcept:weatherphenomenon:tennessee\nconcept:website:wbir_tv\tconcept:organizationheadquarteredincity\tconcept:city:knoxville\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:process\nconcept:city:midland\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:tony_dungy\nconcept:governmentorganization:departments\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:athlete:mike_mccarthy\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:tradeunion:congress\tconcept:organizationhiredperson\tconcept:person:republican\nconcept:sportsteam:boise_state_broncos\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:ceo:steve_case\tconcept:topmemberoforganization\tconcept:company:aol\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personus:hideki_matsui\nconcept:personmexico:arizona_diamond_backs\tconcept:agentcollaborateswithagent\tconcept:personus:luis_gonzalez\nconcept:personus:officials\tconcept:agentcontrols\tconcept:biotechcompany:white\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:mark_gottfried\nconcept:coach:new\tconcept:subpartof\tconcept:aquarium:uk_\nconcept:sportsteam:vcu_rams\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:chuck_long\tconcept:worksfor\tconcept:sportsteam:san_diego_padres\nconcept:website:yahoo_mail\tconcept:agentcollaborateswithagent\tconcept:ceo:terry_semel\nconcept:geopoliticallocation:kerry\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:winston_salem_state_rams\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:coach:bud_wilkinson\nconcept:coach:kansas_city_chiefs\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:politicianus:jimmy_carter\tconcept:agentcollaborateswithagent\tconcept:city:bush\nconcept:sportsteam:siena_saints\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:journalist:bob_schieffer\nconcept:sportsteam:boise_state_broncos\tconcept:organizationhiredperson\tconcept:coach:chris_petersen\nconcept:televisionstation:wxii\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:celebrity:gary_williams\tconcept:agentbelongstoorganization\tconcept:stateorprovince:maryland\nconcept:sportsteam:montana_grizzlies\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stadiumoreventvenue:soldier_field\tconcept:subpartof\tconcept:county:chicago\nconcept:clothing:white\tconcept:subpartof\tconcept:clothing:dept\nconcept:coach:new\tconcept:subpartof\tconcept:country:korea\nconcept:sportsteam:dallas_mavericks\tconcept:agentcollaborateswithagent\tconcept:sportsleague:western_conference\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:wastewater\nconcept:sportsteam:leafs\tconcept:organizationhiredperson\tconcept:coach:paul_maurice\nconcept:journalist:nicholas_kristof\tconcept:worksfor\tconcept:musicartist:times\nconcept:stateorprovince:illinois\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:rockets\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:company:clinton\tconcept:organizationheadquarteredincity\tconcept:city:brooklyn\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:kitchenitem:public_water\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:actor:callahan\nconcept:company:apple002\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_sculley\nconcept:city:sources\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:personus:steve_ballmer\tconcept:topmemberoforganization\tconcept:company:microsoft\nconcept:coach:harbaugh\tconcept:worksfor\tconcept:sportsteam:stanford\nconcept:nongovorganization:democrat\tconcept:subpartoforganization\tconcept:governmentorganization:house\nconcept:city:team\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:city:carmel_by_the_sea\tconcept:subpartof\tconcept:stateorprovince:indiana\nconcept:stateorprovince:ole_miss\tconcept:organizationhiredperson\tconcept:coach:houston_nutt\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kansas_state\nconcept:city:gillette\tconcept:subpartof\tconcept:stateorprovince:wyoming\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:wastewater\nconcept:coach:new\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsteam:bucs\tconcept:organizationhiredperson\tconcept:coach:raheem_morris\nconcept:city:port_huron\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:sportsteam:indiana_hoosiers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:country:sierra_leone\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:city:pittsburgh\tconcept:organizationhiredperson\tconcept:male:dave_wannstedt\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:landscapefeatures:states\nconcept:person:matt_mullenweg\tconcept:worksfor\tconcept:blog:wordpress\nconcept:blog:george_w__bush\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:vehicle:services\tconcept:subpartof\tconcept:musicalbum:us\nconcept:governmentorganization:homeland_security\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:journalist:dan_rather\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:newspaper:jane\tconcept:agentcontrols\tconcept:weatherphenomenon:world\nconcept:sportsteam:old_dominion_monarchs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:building:houses\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:beijing\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:university:media\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:yrs\nconcept:coach:bill_lynch\tconcept:worksfor\tconcept:stateorprovince:indiana\nconcept:room:community\tconcept:subpartof\tconcept:politicsissue:energy\nconcept:chemical:management\tconcept:subpartof\tconcept:visualizablething:effective_water\nconcept:person:greg001\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:website:jobs\tconcept:subpartof\tconcept:company:pixar\nconcept:ceo:frederick_smith\tconcept:topmemberoforganization\tconcept:magazine:fedex\nconcept:male:notre_dame\tconcept:agentcontrols\tconcept:coach:tyrone_willingham\nconcept:website:universal\tconcept:subpartof\tconcept:company:vivendi_games\nconcept:sportsteam:central_michigan_chippewas\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:sportsteam:ohio_state_university\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:coach:oklahoma_sooners\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:male:dave_wannstedt\nconcept:bird:star\tconcept:agentcollaborateswithagent\tconcept:person:ronaldo\nconcept:sportsteam:detroit_lions\tconcept:organizationhiredperson\tconcept:coach:marty_mornhinweg\nconcept:televisionstation:wicd\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:kentucky_wildcats\nconcept:sportsteam:texas_a_m\tconcept:organizationhiredperson\tconcept:person:sherman\nconcept:governmentorganization:fbi\tconcept:organizationterminatedperson\tconcept:personmexico:ryan_whitney\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arkansas_pine_bluff_golden_lions\nconcept:city:houston\tconcept:organizationhiredperson\tconcept:coach:kevin_sumlin\nconcept:city:communities\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:university:cu\tconcept:organizationhiredperson\tconcept:coach:gary_barnett\nconcept:city:gardena\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oral_roberts_golden_eagles\nconcept:sportsteam:northwestern_state_demons\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:book:five_years\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_illinois_huskies\nconcept:publication:people_\tconcept:agentcollaborateswithagent\tconcept:personaustralia:jobs\nconcept:city:summit\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:crimeorcharge:fort_pierce\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:razorbacks\tconcept:organizationhiredperson\tconcept:coach:bobby_petrino\nconcept:coach:new_york_giants\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:blog:science\tconcept:agentcollaborateswithagent\tconcept:personus:jon_cohen\nconcept:university:iu\tconcept:organizationhiredperson\tconcept:coach:bill_lynch\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:bill_clinton\nconcept:sportsteam:morehouse_maroon_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:room:dates\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_iowa_panthers\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:ceo:eric_schmidt\nconcept:politicaloffice:wisconsin\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:governmentorganization:state_department\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:arena\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wcmh_tv\nconcept:celebrity:southern_illinois_salukis\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:philip_fulmer\tconcept:worksfor\tconcept:geopoliticallocation:ut\nconcept:sportsteam:rams\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:coach:john_beilein\tconcept:worksfor\tconcept:company:west_virginia\nconcept:website:experience\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:city:home\tconcept:subpartoforganization\tconcept:governmentorganization:government\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:michael002\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:john_wooden\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:coach:everett_withers\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:laws\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:university:administration\nconcept:vehicle:states\tconcept:subpartof\tconcept:book:middle\nconcept:coach:baltimore_ravens\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:sportsteam:eastern_kentucky_colonels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wtwc_tv\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:homes\nconcept:publication:syracuse_university\tconcept:organizationhiredperson\tconcept:coach:jim_boeheim\nconcept:beverage:hershey\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:governmentorganization:rule\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:personmexico:david_martin\nconcept:officebuildingroom:living_room\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:east_carolina_pirates\nconcept:sportsteam:new_mexico_state_aggies\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:kcen\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:company:national_public_radio\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:sportsteam:saint_louis_billikens\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:missouri\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:sportsteam:lsu\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:stateorprovince:mailing\tconcept:subpartoforganization\tconcept:blog:form\nconcept:personus:john_gibson\tconcept:worksfor\tconcept:mountain:fox\nconcept:televisionstation:kveo_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:politicianus:democratic_nominee_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:city:fairchild_air_force_base\tconcept:organizationhiredperson\tconcept:coach:fisher_deberry\nconcept:organization:republicans\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:tom_cable\tconcept:worksfor\tconcept:university:raiders\nconcept:sportsteam:nevada_wolfpack\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:intelligence_community\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:tyrone_willingham\nconcept:politicsblog:tribune\tconcept:agentcontrols\tconcept:terroristorganization:le_monde\nconcept:politicianus:bill_clinton\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:ceo:jeffrey_katzenberg\tconcept:topmemberoforganization\tconcept:recordlabel:dreamworks_skg\nconcept:sportsteam:san_antonio\tconcept:organizationhiredperson\tconcept:coach:gregg_popovich\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:scientificterm:statistical_information\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:justice_department\nconcept:televisionstation:ktvm\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:challenge\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:person:lawrence_frank\tconcept:worksfor\tconcept:sportsteam:new_jersey_nets\nconcept:governmentorganization:department\tconcept:subpartoforganization\tconcept:governmentorganization:treasury\nconcept:visualizablething:measures\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:terroristorganization:group\nconcept:coach:steve_sarkisian\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:stateorprovince:facility\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:coach:scott_linehan\tconcept:worksfor\tconcept:sportsleague:new\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kprc_tv\nconcept:coach:cam_cameron\tconcept:worksfor\tconcept:county:miami\nconcept:stateorprovince:colorado\tconcept:organizationhiredperson\tconcept:coach:bill_mccartney\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kark_tv\nconcept:company:cnn__pbs\tconcept:subpartoforganization\tconcept:bank:viacom\nconcept:televisionstation:wbbh_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:politicsblog:tribune\tconcept:agentcontrols\tconcept:politicsblog:wall_street_journal\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:county:newton\nconcept:website:wfxt\tconcept:subpartof\tconcept:mountain:fox\nconcept:personmexico:mack_brown\tconcept:worksfor\tconcept:city:texas\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:coach:jim_schwartz\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:indiana_hoosiers\nconcept:politicsblog:tribune\tconcept:agentcontrols\tconcept:building:times\nconcept:sportsteam:sd_chargers\tconcept:organizationhiredperson\tconcept:athlete:marty_schottenheimer\nconcept:sportsteam:real_madrid\tconcept:organizationhiredperson\tconcept:athlete:bernd_schuster\nconcept:blog:google\tconcept:acquired\tconcept:company:deja\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:appalachian_state_mo\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:nonneginteger:one\nconcept:city:rio\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:athlete:records\tconcept:agentbelongstoorganization\tconcept:governmentorganization:government\nconcept:person:government\tconcept:agentcollaborateswithagent\tconcept:nongovorganization:information\nconcept:personasia:site\tconcept:agentbelongstoorganization\tconcept:terroristorganization:state\nconcept:city:carlisle\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:stateorprovince:colorado\tconcept:organizationhiredperson\tconcept:coach:dan_hawkins\nconcept:governmentorganization:treasury\tconcept:agentcontrols\tconcept:mediatype:white\nconcept:personus:ken_lewis\tconcept:subpartof\tconcept:book:america\nconcept:sportsteam:army_black_knights\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:team\tconcept:organizationhiredperson\tconcept:writer:brown\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wright_state_raiders\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:governmentorganization:department\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:announcements\nconcept:coach:steve_spagnuolo\tconcept:worksfor\tconcept:city:st_louis\nconcept:celebrity:sam_adams\tconcept:agentbelongstoorganization\tconcept:politicsblog:portland\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:ken_whisenhunt\nconcept:stateorprovince:connecticut\tconcept:organizationterminatedperson\tconcept:coach:randy_edsall\nconcept:stateorprovince:wyoming\tconcept:subpartof\tconcept:country:usa\nconcept:company:ibm\tconcept:companyeconomicsector\tconcept:academicfield:consulting\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:company:focus\nconcept:country:australia\tconcept:organizationhiredperson\tconcept:personaustralia:kevin_rudd\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:city:resources\tconcept:agentcollaborateswithagent\tconcept:person:state\nconcept:dateliteral:n2006\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:country:liberia\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:athlete:rick_pitino\tconcept:worksfor\tconcept:sportsteam:boston_celtics\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politician:barack_hussein_obama\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:nongovorganization:lawmakers\nconcept:company:charleston\tconcept:subpartof\tconcept:company:west_virginia\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:journalist:dan_rather\nconcept:country:__america\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:ceo:andy_grove\tconcept:worksfor\tconcept:company:intel\nconcept:city:venice\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:sportsteam:umass_lowell_river_hawks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:personus:steve_ballmer\nconcept:sportsteam:iowa_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:bob_stoops\tconcept:worksfor\tconcept:stateorprovince:oklahoma\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:coach:john_bunting\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:sportsteam:eagles\nconcept:sportsteam:new_england_patriots\tconcept:organizationhiredperson\tconcept:person:belichick\nconcept:sportsteam:houston_cougars\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:county:wilson\tconcept:subpartof\tconcept:creditunion:north_carolina\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:steve_kragthorpe\nconcept:politicianus:rudy_giuliani\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:televisionstation:jersey_city\tconcept:subpartof\tconcept:radiostation:new_jersey\nconcept:bank:viacom\tconcept:organizationterminatedperson\tconcept:ceo:sumner_redstone\nconcept:coach:alabama_crimson_tide\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:governmentorganization:government\nconcept:televisionstation:kbjr_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pittsburg_state_gorillas\nconcept:creditunion:kansas\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:region\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:stateorprovince:colorado\tconcept:organizationterminatedperson\tconcept:coach:dan_hawkins\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:whag\nconcept:person:jose_juan_barea\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:politician:congress\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:geopoliticallocation:agencies\nconcept:company:nebraska\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsteam:niagara_purple_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:sweden\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:transportation:stations\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:stateorprovince:eu\tconcept:subpartof\tconcept:vehicle:countries\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:ksng\nconcept:sportsteam:texas_christian\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:person:michael002\tconcept:worksfor\tconcept:musicartist:times\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:sean_payton\nconcept:person:president_bill_clinton\tconcept:agentcollaborateswithagent\tconcept:city:bush\nconcept:building:outlet\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:oklahoma_state_cowboys\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:grand_valley_state_lakers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:vehicle:states\tconcept:subpartof\tconcept:country:southern_africa\nconcept:city:team\tconcept:organizationhiredperson\tconcept:coach:wade_phillips\nconcept:sportsteam:ucla\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:stateorprovince:south_carolina\nconcept:city:houston\tconcept:organizationhiredperson\tconcept:coach:art_briles\nconcept:blog:roger_ailes\tconcept:agentbelongstoorganization\tconcept:mountain:fox\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:governmentorganization:federal\nconcept:sportsteam:tulane_green_wave\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:bank:viacom\tconcept:companyeconomicsector\tconcept:politicsissue:entertainment\nconcept:coach:bill_belichick\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:villanova_wildcats\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:nbc\tconcept:agentcontrols\tconcept:personus:david_gregory\nconcept:personaustralia:jobs\tconcept:worksfor\tconcept:company:disney\nconcept:company:clinton\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:university:uab\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:city:sources\tconcept:subpartoforganization\tconcept:governmentorganization:department\nconcept:company:general_motors\tconcept:companyeconomicsector\tconcept:economicsector:automobile\nconcept:university:google\tconcept:agentcontrols\tconcept:city:number\nconcept:creditunion:kansas\tconcept:organizationhiredperson\tconcept:coach:mark_mangino\nconcept:museum:facilities\tconcept:subpartof\tconcept:book:electricity\nconcept:coach:vince_lombardi\tconcept:worksfor\tconcept:sportsteam:redskins\nconcept:coach:philip_fulmer\tconcept:worksfor\tconcept:newspaper:tennessee\nconcept:coach:new\tconcept:subpartof\tconcept:sportsleague:terms\nconcept:geopoliticalorganization:us_state\tconcept:agentcollaborateswithagent\tconcept:governmentorganization:house\nconcept:website:sydney_morning_herald\tconcept:agentcollaborateswithagent\tconcept:journalist:paul_sheehan\nconcept:sportsteam:nittany_lions\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:coach:philip_fulmer\tconcept:worksfor\tconcept:sportsteam:vols\nconcept:city:tehran\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:statistics\nconcept:book:new\tconcept:subpartof\tconcept:musicartist:town\nconcept:newspaper:financial_times\tconcept:headquarteredin\tconcept:city:london_city\nconcept:city:vancouver\tconcept:subpartof\tconcept:visualizablescene:washington\nconcept:coach:jim_haslett\tconcept:worksfor\tconcept:city:st_louis\nconcept:televisionstation:wdiv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:person:state\tconcept:agentcollaborateswithagent\tconcept:company:services\nconcept:county:las_vegas\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:sportsteam:liverpool_john_moores_university\tconcept:subpartoforganization\tconcept:sportsleague:fa\nconcept:televisionstation:wvtm_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:ball_state_university\tconcept:organizationhiredperson\tconcept:coach:brady_hoke\nconcept:university:oracle\tconcept:agentcontrols\tconcept:personus:larry_ellison\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:website:resources\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:auburn_tigers\nconcept:city:tulare\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:governmentorganization:epa\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:mark001\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:baltimore_ravens\nconcept:automobilemaker:honda\tconcept:organizationterminatedperson\tconcept:ceo:takeo_fukui\nconcept:company:pixar\tconcept:agentcollaborateswithagent\tconcept:personaustralia:jobs\nconcept:website:wsls_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:arkansas_state_red_wolves\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:buildingfeature:organizations\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:boston_celtics\tconcept:organizationhiredperson\tconcept:athlete:rick_pitino\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:retailstore:itunes_store\nconcept:company:new_york\tconcept:agentcontrols\tconcept:mlconference:services_website\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:saint_louis_billikens\nconcept:televisionstation:wcau\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:experts\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:automobilemaker:chevrolet\tconcept:subpartoforganization\tconcept:company:general_motors001\nconcept:sportsteam:phillies\tconcept:agentcollaborateswithagent\tconcept:personus:shane_victorino\nconcept:coach:chicago_bulls\tconcept:agentbelongstoorganization\tconcept:sportsleague:nba\nconcept:vehicle:states\tconcept:subpartof\tconcept:airport:europe\nconcept:ceo:terry_semel\tconcept:topmemberoforganization\tconcept:company:yahoo001\nconcept:automobilemaker:chevrolet\tconcept:companyeconomicsector\tconcept:economicsector:auto\nconcept:male:world\tconcept:agentcontrols\tconcept:candy:john\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:stephen\nconcept:coach:greg_robinson\tconcept:worksfor\tconcept:musicartist:orange\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:effective_water\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:university:purdue\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:mr__obama\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:company:business_week\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:politicalparty:federal_government\nconcept:city:berkeley\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:personmexico:ncaa\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:sport:initiatives\nconcept:coach:cincinnati_bengals\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:governmentorganization:agency\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:person:niklas_zennstr_m\tconcept:topmemberoforganization\tconcept:company:skype_com\nconcept:city:abc\tconcept:subpartoforganization\tconcept:company:disney\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:ben_schwartzwalder\nconcept:journalist:charles_osgood\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:blog:george_w__bush\tconcept:agentcontrols\tconcept:clothing:white\nconcept:politicsissue:programs\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oregon_ducks\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:politicianus:john_hickenlooper\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:company:bloomberg001\nconcept:sportsteam:western_illinois\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:city:deerfield_beach\tconcept:subpartof\tconcept:city:florida\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:new_mexico_state_aggies\nconcept:city:home\tconcept:agentbelongstoorganization\tconcept:stateorprovince:contact\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:basic_water\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:coach:matt_doherty\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wmgt\nconcept:sportsteam:liverpool_university\tconcept:subpartoforganization\tconcept:sportsleague:fa\nconcept:nongovorganization:gop\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:two_water\nconcept:perceptionaction:cedar_rapids\tconcept:subpartof\tconcept:musicalbum:iowa\nconcept:city:chapel_hill\tconcept:subpartof\tconcept:creditunion:north_carolina\nconcept:city:area\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:politicianus:austin_jackson\nconcept:sportsteam:duke_blue_devils\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:televisionstation:wcnc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:sportsteam:florida_atlantic_owls\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:nonprofitorganization:organizations\nconcept:sportsteam:suns\tconcept:agentcollaborateswithagent\tconcept:personmexico:jerry_colangelo\nconcept:person:andy_reid\tconcept:worksfor\tconcept:sportsteam:philadelphia_eagles\nconcept:biotechcompany:gateway_2000\tconcept:subpartoforganization\tconcept:company:acer_aspire\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:automobilemaker:jeff_bezos\nconcept:person:andy_reid\tconcept:worksfor\tconcept:sportsteam:eagles\nconcept:televisionstation:weau_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:politicianus:gov__sarah_palin\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:new_orleans_saints\nconcept:company:new_york\tconcept:organizationterminatedperson\tconcept:person:juan_carlos_osorio\nconcept:coach:philip_fulmer\tconcept:subpartof\tconcept:astronaut:vols\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:home_water\nconcept:governmentorganization:justice_department\tconcept:agentcontrols\tconcept:mediatype:white\nconcept:website:technorati\tconcept:organizationhiredperson\tconcept:ceo:david_sifry\nconcept:geopoliticallocation:grand_junction\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:hillary_clinton\nconcept:buildingfeature:service\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:city:florida\tconcept:organizationhiredperson\tconcept:coach:ron_zook\nconcept:sportsteam:wichita_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:pictures\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:storm_water\nconcept:sportsteam:jaguars\tconcept:organizationhiredperson\tconcept:coach:tom_coughlin\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:coach:terry_porter\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:sportsleague:syracuse\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:texans\tconcept:organizationhiredperson\tconcept:coach:gary_kubiak\nconcept:country:united_states\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:website:financial\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:witn_tv\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rutgers_scarlet_knights\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:vehicle:benefits\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:ksee\nconcept:coach:john_harbaugh\tconcept:worksfor\tconcept:sportsteam:ravens\nconcept:politicianus:rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:coach:adolph_rupp\nconcept:terroristorganization:money\tconcept:agentbelongstoorganization\tconcept:politicalparty:federal_government\nconcept:coach:baltimore_ravens\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:county:brooklyn\tconcept:subpartof\tconcept:city:york\nconcept:politicsissue:programs\tconcept:subpartof\tconcept:visualizableattribute:various_water\nconcept:bathroomitem:firm\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_buffaloes\nconcept:coach:raymond_james_stadium\tconcept:subpartof\tconcept:city:tampa_bay\nconcept:country:party\tconcept:organizationhiredperson\tconcept:personus:party\nconcept:city:winchester\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:radiostation:beaumont\tconcept:subpartof\tconcept:city:texas\nconcept:city:westminster\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:journalist:thomas_friedman\tconcept:worksfor\tconcept:company:york_times\nconcept:sportsteam:charleston_cougars\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:colts\tconcept:organizationhiredperson\tconcept:coach:jim_caldwell\nconcept:city:san_jose\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:city:york\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:visualizablething:brockton\tconcept:subpartof\tconcept:beach:massachusetts\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:transportation:full_air\nconcept:sportsteam:chicago_cubs\tconcept:agentcollaborateswithagent\tconcept:personmexico:carlos_fisher\nconcept:geopoliticallocation:bolton\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:musicartist:times\tconcept:agentcollaborateswithagent\tconcept:bird:frank_rich\nconcept:city:bethlehem\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:kitchenitem:public_water\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:coach:michael_curry\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:museum:technologies\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:jim_haslett\nconcept:terroristorganization:operation\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:click\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:buildingfeature:american\tconcept:subpartof\tconcept:county:york_city\nconcept:personafrica:jonathan_schwartz\tconcept:topmemberoforganization\tconcept:company:sun\nconcept:country:usa\tconcept:organizationhiredperson\tconcept:personaustralia:mike_krzyzewski\nconcept:personmexico:ncaa\tconcept:agentcontrols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nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:various_air\nconcept:company:disney\tconcept:acquired\tconcept:company:pixar\nconcept:county:baltimore\tconcept:organizationhiredperson\tconcept:coach:john_harbaugh\nconcept:personafrica:tom_brokaw\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:person:wozniak\tconcept:worksfor\tconcept:company:apple002\nconcept:county:baltimore\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:company:fox\tconcept:agentcollaborateswithagent\tconcept:journalist:greta_van_susteren\nconcept:radiostation:nevada\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:grambling_tigers\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:sportsteam:eagles\tconcept:organizationhiredperson\tconcept:person:andy_reid\nconcept:sportsteam:bulldogs\tconcept:organizationhiredperson\tconcept:coach:dennis_felton\nconcept:coach:new\tconcept:subpartof\tconcept:mammal:australasia\nconcept:creditunion:michigan\tconcept:organizationhiredperson\tconcept:coach:tommy_amaker\nconcept:room:house\tconcept:subpartof\tconcept:beverage:tankless_water\nconcept:bone:ankle\tconcept:subpartof\tconcept:website:blood\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_colorado_bears\nconcept:newspaper:texas\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:sportsteam:utah_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:baghdad\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:automobilemaker:dallas_cowboys\tconcept:organizationhiredperson\tconcept:musician:jimmy_johnson\nconcept:person:state\tconcept:agentcontrols\tconcept:governmentorganization:regulatory_agencies\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kalb_tv\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:spagnuolo\nconcept:sportsteam:boston_terriers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:university:purdue\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:nevada_wolfpack\tconcept:organizationhiredperson\tconcept:coach:chuck_amato\nconcept:coach:bill_callahan\tconcept:worksfor\tconcept:university:raiders\nconcept:bank:administration\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:city:washington_d_c\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:yale_bulldogs\nconcept:sportsteam:lsu_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:tableitem:distributor\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:transportation:network\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:radiostation:newark\tconcept:subpartof\tconcept:university:ohio\nconcept:city:side\tconcept:agentcontrols\tconcept:stateorprovince:bruce\nconcept:county:san_francisco_state\tconcept:agentcontrols\tconcept:personus:danny_glover\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:videogamesystem:ipod\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:california_golden_bears\nconcept:coach:new\tconcept:subpartof\tconcept:politicaloffice:office\nconcept:newspaper:business_journal\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:stateorprovince:georgia\tconcept:organizationhiredperson\tconcept:coach:vince_dooley\nconcept:weapon:laboratory\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:philadelphia_eagles\nconcept:sportsleague:nba\tconcept:agentcontrols\tconcept:coach:new_orleans_hornets\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:chemical:flue_gas\nconcept:coach:carroll\tconcept:worksfor\tconcept:university:usc\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:low_cost_water\nconcept:museum:facilities\tconcept:subpartof\tconcept:lake:small_water\nconcept:politicalparty:democrats\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:governmentorganization:house\nconcept:city:uk\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:website:concord\tconcept:subpartof\tconcept:company:north_carolina\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:city:pittsburgh\tconcept:organizationhiredperson\tconcept:coach:cowher\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:bill_stewart\nconcept:geometricshape:landscape\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:governmentorganiz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oncept:professor:anson_dorrance\nconcept:city:pittsfield\tconcept:subpartof\tconcept:beach:massachusetts\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:coach:rod_marinelli\nconcept:sportsteam:philadelphia_eagles\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:coach:sparano\tconcept:worksfor\tconcept:musicartist:season\nconcept:sportsteam:george_washington_colonials\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:animal:head\tconcept:agentcontrols\tconcept:person:davis\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:beverage:improved_water\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:university:usc\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:governmentorganization:rule\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:city:boston\tconcept:subpartoforganization\tconcept:sportsleague:nba\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:politician:phil_gordon\nconcept:visualizablething:residence\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:televisionstation:wcyb_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:website:issue\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_state_seminoles\nconcept:sportsteam:ball_state_university\tconcept:agentcollaborateswithagent\tconcept:coach:stan_parrish\nconcept:sportsteam:buffalo_sabres\tconcept:organizationhiredperson\tconcept:coach:lindy_ruff\nconcept:coach:kentucky\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:oklahoma_state_cowboys\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:island:investment\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:room:homes\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:journalist:bob_schieffer\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cleveland_state_vikings\nconcept:city:texas\tconcept:organizationhiredperson\tconcept:coach:rick_barnes\nconcept:company:general_motors001\tconcept:organizationterminatedperson\tconcept:ceo:fritz_henderson\nconcept:publication:wsaz_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsleague:western_conference\tconcept:agentcontrols\tconcept:sportsteam:la_clippers\nconcept:politicianus:dick_cheney\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:televisionstation:wise_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:vehicle:research\nconcept:sportsteam:red_wings\tconcept:organizationhiredperson\tconcept:personmexico:scotty_bowman\nconcept:profession:managers\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:musicartist:policy\tconcept:agentcontrols\tconcept:clothing:white\nconcept:televisionstation:wdtv\tconcept:agentcollaborateswithagent\tconcept:televisionnetwork:cbs\nconcept:county:oakland\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:sportsteam:seminoles\tconcept:organizationhiredperson\tconcept:male:bobby_bowden\nconcept:recordlabel:friends\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:personaustralia:tubby_smith\nconcept:politicianus:john_kennedy\tconcept:agentcontrols\tconcept:conference:ifpi\nconcept:coach:new_orleans_saints\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:televisionstation:wtmj_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:website:wnwo_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:bush\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:politicsblog:geraldo_rivera\tconcept:agentbelongstoorganization\tconcept:mountain:fox\nconcept:city:syracuse\tconcept:organizationhiredperson\tconcept:visualizablescene:robinson\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:elon_phoenix\nconcept:comedian:oklahoma\tconcept:agentcollaborateswithagent\tconcept:coach:bob_stoops\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unc_asheville_bulldogs\nconcept:politician:john_peyton\tconcept:worksfor\tconcept:city:jacksonville\nconcept:company:north_carolina\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:sportsteam:alabama_crimson_tide\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:televisionstation:wicd\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:city:louisiana\tconcept:subpartof\tconcept:country:usa\nconcept:sportsteam:uc_irvine_anteaters\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept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concept:sportsteam:texas_longhorns\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:case\tconcept:agentbelongstoorganization\tconcept:blog:america_online\nconcept:website:walb_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:politician:sheila_dixon\tconcept:worksfor\tconcept:county:baltimore\nconcept:building:houses\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:greg001\nconcept:ceo:steve_case\tconcept:worksfor\tconcept:company:revolution_health_com\nconcept:stateorprovince:michigan\tconcept:organizationhiredperson\tconcept:politicianus:john_engler\nconcept:coach:mike_holmgren\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:newspaper:sacramento_bee\tconcept:agentcollaborateswithagent\tconcept:athlete:dan_walters\nconcept:journalist:thomas_friedman\tconcept:worksfor\tconcept:politicsblog:ny_times\nconcept:televisionnetwork:cbs\tconcept:agentcontrols\tconcept:personcanada:ed_bradley\nconcept:politicsblog:wall_street_journal\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:company:walt_disney_world\tconcept:organizationheadquarteredincity\tconcept:city:burbank\nconcept:sportsequipment:board\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:country:left_parties\nconcept:buildingfeature:service\tconcept:subpartof\tconcept:beverage:full_water\nconcept:website:facebook\tconcept:organizationterminatedperson\tconcept:ceo:mark_zuckerberg\nconcept:coach:kansas_city_chiefs\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:coach:d_antoni\nconcept:blog:google\tconcept:acquired\tconcept:blog:blogger_com\nconcept:person:temple\tconcept:subpartof\tconcept:city:texas\nconcept:sportsteam:louisville_cardinals\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:bears_29_17\tconcept:organizationhiredperson\tconcept:coach:mike_ditka\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kvoa\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:al_gore\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:athlete:jeremy_bates\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:jagodzinski\nconcept:website:youtube\tconcept:agentcontrols\tconcept:island:chen\nconcept:geopoliticallocation:air_conditioning\tconcept:subpartof\tconcept:vehicle:air\nconcept:city:design\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:miami_dolphins\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:journalist:staff\tconcept:agentcollaborateswithagent\tconcept:biotechcompany:white\nconcept:sportsteam:eastern_michigan_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:microsoft\tconcept:agentcollaborateswithagent\tconcept:personus:steve_ballmer\nconcept:nongovorganization:senate_judiciary_committee\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:niagara_purple_eagles\nconcept:city:washington_d_c\tconcept:organizationterminatedperson\tconcept:person:ty_willingham\nconcept:personafrica:george_bush\tconcept:agentcontrols\tconcept:election:white\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:case\nconcept:sportsteam:new_orleans_hornets\tconcept:organizationhiredperson\tconcept:coach:byron_scott\nconcept:website:tacoda\tconcept:subpartof\tconcept:mldataset:aol\nconcept:journalist:bob_schieffer\tconcept:subpartof\tconcept:website:cbs\nconcept:coach:barry_melrose\tconcept:worksfor\tconcept:city:tampa_bay\nconcept:coach:philadelphia_eagles\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:governmentorganization:governments\tconcept:agentcontrols\tconcept:transportation:money\nconcept:university:uf\tconcept:organizationhiredperson\tconcept:visualartist:meyer\nconcept:bathroomitem:water_treatment\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:red_sox\tconcept:organizationterminatedperson\tconcept:personus:theo_epstein\nconcept:sportsteam:detroit_lions\tconcept:organizationhiredperson\tconcept:coach:mariucci\nconcept:journalist:maureen_dowd\tconcept:worksfor\tconcept:musicartist:times\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kwqc_tv\nconcept:website:wwlp\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:person:don_shula\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:transportation:airports\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:coach:brad_childress\nconcept:personnorthamerica:minnesota\tconcept:agentcontrols\tconcept:coach:glen_mason\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:buildingfeature:total_amount\nconcept:country:__america\tconcept:organizationhiredperson\tconcept:personnorthamerica:kenneth_d__lewis\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:ohio_bobcats\nconcept:country:australia\tconcept:organizationhiredperson\tconcept:professor:john_howard\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personus:melky_cabrera\nconcept:coach:don_nelson\tconcept:worksfor\tconcept:sportsteam:golden_state_warriors\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgia_bulldogs\nconcept:country:england\tconcept:organizationhiredperson\tconcept:coach:brian_ashton\nconcept:automobilemaker:jeff_bezos\tconcept:agentcontrols\tconcept:museum:steve\nconcept:museum:wilmington\tconcept:subpartof\tconcept:company:north_carolina\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:wallitem:beginning\nconcept:politicsissue:laws\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:service\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sportsteam:sacramento_kings\tconcept:organizationhiredperson\tconcept:coach:reggie_theus\nconcept:academicfield:businesses\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:hallwayitem:areas\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:coach:herb_brooks\nconcept:geopoliticallocation:authorities\tconcept:subpartof\tconcept:river:state\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:geometricshape:property\nconcept:county:edison\tconcept:subpartof\tconcept:radiostation:new_jersey\nconcept:coach:bill_tierney\tconcept:worksfor\tconcept:city:princeton\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:central_florida_knights\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:coach:philip_fulmer\nconcept:sportsteam:man_utd\tconcept:organizationhiredperson\tconcept:personmexico:alex_ferguson\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:jim_schwartz\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:mangini\nconcept:county:paris\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:politicsblog:amazon_com\tconcept:acquired\tconcept:company:junglee\nconcept:stateorprovince:oregon\tconcept:organizationterminatedperson\tconcept:male:vin_lananna\nconcept:city:fredericksburg\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:year:n1992\tconcept:subpartof\tconcept:city:texas\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:female:hillary\nconcept:personus:warren_buffet\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:city:broomfield\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:governmentorganization:office\nconcept:city:portsmouth\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:website:netscape\tconcept:subpartoforganization\tconcept:company:aol_\nconcept:televisionstation:kobi\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:person:spurrier\tconcept:worksfor\tconcept:stateorprovince:south_carolina\nconcept:city:durango\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:sportsteam:minnesota_duluth_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:continent:europe\tconcept:organizationhiredperson\tconcept:personus:john_fleming\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:politicalparty:republican_party\nconcept:sportsteam:charlotte_49ers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:musicartist:policy\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:wisconsin_badgers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:biotechcompany:apple\tconcept:acquired\tconcept:biotechcompany:pa_semi\nconcept:vehicle:states\tconcept:subpartof\tconcept:musicinstrument:asia\nconcept:university:southern_cal\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:basic_water\nconcept:country:__america\tconcept:organizationhiredperson\tconcept:ceo:reggie_fils_aime\nconcept:televisionstation:wcau\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:company:yahoo001\tconcept:acquired\tconcept:company:dialpad\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kennesaw_state_owls\nconcept:coach:new\tconcept:agentcollaborateswithagent\tconcept:coach:rex_ryan\nconcept:company:national_city\tconcept:subpartoforganization\tconcept:bank:pnc\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:kriv_tv\nconcept:visualizablething:measures\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:geopoliticallocation:corporation\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:politicsissue:programs\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:city:avon\tconcept:organizationhiredperson\tconcept:ceo:andrea_jung\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:reliable_water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:ksnt\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:rudy_giuliani\nconcept:coach:new_orleans_saints\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:sportsteam:boston_college\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:oracle\tconcept:agentcollaborateswithagent\tconcept:personus:larry_ellison\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wwbt\nconcept:person:molly_moore\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:governmentorganization:federal_agencies\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:chuck_noll\nconcept:buildingfeature:buildings\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:stateorprovince:georgia\tconcept:organizationhiredperson\tconcept:coach:richt\nconcept:bank:henderson\tconcept:subpartof\tconcept:radiostation:nevada\nconcept:university:central_intelligence_agency\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:hospital:star\tconcept:organizationhiredperson\tconcept:person:rodriguez\nconcept:radiostation:new_jersey\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:valparaiso_crusaders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:clinton\tconcept:agentcontrols\tconcept:clothing:white\nconcept:governmentorganization:patriot\tconcept:organizationhiredperson\tconcept:person:belichick\nconcept:company:case\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionstation:wmgt\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:home\tconcept:subpartof\tconcept:book:oil\nconcept:sportsteam:uc_santa_barbara_gauchos\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:rochester_yellow_jackets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:fresno_state_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:ben_howland\nconcept:coach:virginia_tech\tconcept:agentcollaborateswithagent\tconcept:coach:frank_beamer\nconcept:politician:obama\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:politicsissue:laws\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:journalist:thomas_friedman\tconcept:worksfor\tconcept:musicartist:times\nconcept:book:new\tconcept:subpartof\tconcept:visualizablething:thousand_years\nconcept:sportsteam:ncaa_youth_kids\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:fluid\nconcept:city:florida\tconcept:organizationhiredperson\tconcept:coach:steve_addazio\nconcept:male:end\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:politician:jobs\tconcept:worksfor\tconcept:recordlabel:walt_disney\nconcept:sportsteam:east_carolina_pirates\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mountain:fox\tconcept:agentcollaborateswithagent\tconcept:person:brit_hume\nconcept:person:caterina_fake\tconcept:topmemberoforganization\tconcept:company:flickr001\nconcept:company:nbc\tconcept:companyeconomicsector\tconcept:academicfield:programming\nconcept:website:bill\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:magazine:orlando\tconcept:subpartof\tconcept:city:florida\nconcept:male:dave_wannstedt\tconcept:worksfor\tconcept:sportsteam:florida_international\nconcept:city:cincinnati\tconcept:organizationhiredperson\tconcept:coach:brian_kelly\nconcept:ceo:brian_moynihan\tconcept:worksfor\tconcept:bank:bank_america\nconcept:politicianus:rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:coach:bill_lynch\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:piped_water\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:person:les_moonves\nconcept:website:ksby\tconcept:organizationheadquarteredincity\tconcept:city:san_luis_obispo\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:resources\nconcept:sportsteam:cavaliers\tconcept:organizationhiredperson\tconcept:writer:brown\nconcept:person:home001\tconcept:worksfor\tconcept:university:google\nconcept:university:loyola\tconcept:organizationterminatedperson\tconcept:coach:jimmy_patsos\nconcept:ceo:andrea_jung\tconcept:topmemberoforganization\tconcept:biotechcompany:avon\nconcept:county:austin\tconcept:subpartof\tconcept:city:texas\nconcept:coach:san_antonio_spurs\tconcept:agentbelongstoorganization\tconcept:sportsleague:nba\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personus:hilary_rodham_clinton\nconcept:company:microsoft\tconcept:companyeconomicsector\tconcept:economicsector:electronics\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:personmexico:bruce_pearl\nconcept:biotechcompany:microsoft_corp\tconcept:agentcontrols\tconcept:company:gates\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:citadel_bulldogs\nconcept:sportsleague:terms\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:academicfield:documents\nconcept:televisionstation:knop_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:uk\tconcept:organizationhiredperson\tconcept:personmexico:billy_gillispie\nconcept:sportsleague:nba\tconcept:subpartoforganization\tconcept:sportsteam:san_antonio\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:commercial_water\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:politician:james\nconcept:country:england\tconcept:organizationhiredperson\tconcept:coach:steve_mcclaren\nconcept:sportsteam:dallas_cowboys\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:sportsteam:oral_roberts_golden_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:person:riley001\tconcept:worksfor\tconcept:sportsteam:oregon_state_beavers\nconcept:politicsblog:tribune\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:personaustralia:avery_johnson\tconcept:worksfor\tconcept:city:dallas\nconcept:politicianus:rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:politicianus:barack\nconcept:sportsteam:south_florida_bulls\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:southern_cal\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:weekly_standard001\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:university:administration\tconcept:agentcontrols\tconcept:person:mugabe\nconcept:university:uconn\tconcept:organizationhiredperson\tconcept:personaustralia:jim_calhoun\nconcept:company:new_york\tconcept:agentcontrols\tconcept:vehicle:services\nconcept:wallitem:works\tconcept:subpartof\tconcept:chemical:sewage\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cal_state_fullerton_titans\nconcept:city:melbourne\tconcept:subpartof\tconcept:city:florida\nconcept:county:penn_state\tconcept:organizationhiredperson\tconcept:coach:joe_paterno\nconcept:televisionnetwork:cbs\tconcept:agentcontrols\tconcept:televisionstation:whbf\nconcept:sociopolitical:justice\tconcept:subpartof\tconcept:room:house\nconcept:televisionstation:wrcb_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:coach:michigan_state_spartans\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:regulatory_agencies\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:sportsteam:mississippi_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:eastern_michigan_eagles\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personnorthamerica:john_mccain\tconcept:agentcollaborateswithagent\tconcept:politician:w__bush\nconcept:televisionstation:wnyt_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:louisiana_lafayette_ragin_cajuns\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:jack_del_rio\tconcept:worksfor\tconcept:city:jacksonville\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:ktiv\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:athlete:carlos_beltran\nconcept:coach:bobby_petrino\tconcept:worksfor\tconcept:stateorprovince:arkansas\nconcept:country:united_states\tconcept:agentcontrols\tconcept:city:number\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tennessee_state_tigers\nconcept:company:intel\tconcept:agentcollaborateswithagent\tconcept:ceo:paul_otellini\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wpsd_tv\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:rural_water\nconcept:company:press\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:city:team\nconcept:sportsteam:mississippi_valley_state_delta_devils\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:sportsteam:brown_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:efficient_water\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:coach:tom_crean\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:newspaper:times\tconcept:organizationheadquarteredincity\tconcept:city:l_a_\nconcept:country:south_korea\tconcept:organizationterminatedperson\tconcept:personasia:lee_won_jong\nconcept:televisionstation:kark_tv\tconcept:organizationheadquarteredincity\tconcept:city:little_rock\nconcept:personus:thomas_steen\tconcept:worksfor\tconcept:university:butler\nconcept:governmentorganization:house\tconcept:subpartoforganization\tconcept:governmentorganization:government\nconcept:city:delivery\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:bank:dhl\tconcept:acquired\tconcept:bank:airborne\nconcept:coach:new\tconcept:subpartof\tconcept:city:texas\nconcept:creditunion:wisconsin\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:governmentorganization:u_s__senate\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:butler_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:nonprofitorganization:operations\nconcept:company:aol\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northeastern_huskies\nconcept:politicalparty:way\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:publication:people_\tconcept:agentcontrols\tconcept:hotel:white\nconcept:company:canada\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:room:back\tconcept:subpartof\tconcept:physicalaction:hands\nconcept:book:new\tconcept:subpartof\tconcept:politicsissue:markets\nconcept:blog:roger_ailes\tconcept:agentbelongstoorganization\tconcept:governmentorganization:fox_news\nconcept:county:olympia\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:sportsteam:leafs\tconcept:organizationhiredperson\tconcept:coach:al_arbour\nconcept:coach:rich_brooks\tconcept:worksfor\tconcept:university:kentucky\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:newspaper:president_elect_barack_obama\nconcept:sportsteam:sacred_heart_pioneers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:braintissue:knoxville\tconcept:subpartof\tconcept:weatherphenomenon:tennessee\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:bobby_petrino\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wtwo\nconcept:personmexico:colorado_rockies\tconcept:subpartof\tconcept:sportsleague:mlb\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:athlete:jeff_campbell\nconcept:city:father\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:nominee_barack_obama\nconcept:ceo:iphone\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:city:woodland_hills\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:blog:google\tconcept:acquired\tconcept:website:writely\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:vehicle:services\tconcept:subpartof\tconcept:country:united_states\nconcept:person:andy_reid\tconcept:worksfor\tconcept:county:philadelphia\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:ksnw_tv\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:profession:personnel\nconcept:city:springfield\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:country:moldova\tconcept:subpartof\tconcept:vehicle:countries\nconcept:governmentorganization:u_s__senate\tconcept:organizationhiredperson\tconcept:person:republican\nconcept:politicianus:john_edwards\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:personus:jason_giambi\tconcept:subpartof\tconcept:sportsleague:new\nconcept:sportsteam:colts\tconcept:agentcontrols\tconcept:charactertrait:dungy\nconcept:country:left_parties\tconcept:organizationhiredperson\tconcept:personus:party\nconcept:company:aol\tconcept:acquired\tconcept:company:userplane\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:chemical:combustion\nconcept:coach:kentucky\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:geopoliticallocation:partners\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:pepperdine_waves\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:vehicle:services\tconcept:subpartof\tconcept:book:transit\nconcept:coach:locksley\tconcept:worksfor\tconcept:county:new_mexico\nconcept:sportsleague:western_conference\tconcept:agentcollaborateswithagent\tconcept:radiostation:san_antonio\nconcept:person:jeff_tedford\tconcept:worksfor\tconcept:professionalorganization:cal\nconcept:stateorprovince:california\tconcept:organizationhiredperson\tconcept:coach:tedford\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:musicalbum:point\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:drinking_water_supply\nconcept:sportsteam:titans\tconcept:organizationhiredperson\tconcept:coach:jeff_fisher\nconcept:county:york_county\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:city:texas\tconcept:subpartof\tconcept:country:usa\nconcept:governmentorganization:justice_department\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionstation:wvtm_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:scientist:balmer\tconcept:worksfor\tconcept:university:microsoft\nconcept:transportation:fax\tconcept:subpartof\tconcept:musicsong:form\nconcept:city:home\tconcept:subpartof\tconcept:university:google\nconcept:university:microsoft\tconcept:agentcollaborateswithagent\tconcept:ceo:steve_ballmer\nconcept:male:john_thompson_iii\tconcept:worksfor\tconcept:city:georgetown\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:kdvr\nconcept:hallwayitem:project\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:personmexico:bernard_robinson\nconcept:company:ibm\tconcept:organizationterminatedperson\tconcept:person:thomas_watson\nconcept:televisionstation:khq__tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:santa_clara_broncos\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:governmentorganization:department\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:south_dakota_st_jackrabbits\nconcept:newspaper:herald\tconcept:organizationheadquarteredincity\tconcept:county:los_angeles_county\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:ball_state_cardinals\nconcept:personus:officials\tconcept:agentbelongstoorganization\tconcept:terroristorganization:state\nconcept:sportsteam:western_kentucky_hilltoppers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:round_rock\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:radiostation:job\tconcept:agentcontrols\tconcept:website:jobs\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:available_water\nconcept:televisionstation:kdlv_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:washington_state\tconcept:organizationhiredperson\tconcept:coach:paul_wulff\nconcept:televisionstation:ktiv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:comedian:oklahoma\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:university:kentucky\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:jon_gruden\nconcept:city:uk\tconcept:organizationterminatedperson\tconcept:personasia:number\nconcept:company:nbc\tconcept:agentcollaborateswithagent\tconcept:journalist:andrea_mitchell\nconcept:city:worcester\tconcept:subpartof\tconcept:stateorprovince:massachusetts\nconcept:city:toronto\tconcept:organizationhiredperson\tconcept:coach:mitch_williams\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:politicianus:mike_wallace\nconcept:sportsteam:cleveland_state_vikings\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politicianus:president_bush\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kulr_tv\nconcept:sportsteam:st__johns_red_storm\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:male:world\tconcept:agentcontrols\tconcept:museum:steve\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:celebrity:don_james\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:tradeunion:john_kerry\nconcept:county:penn_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:harrisonburg\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:sportsteam:georgia_state\tconcept:organizationhiredperson\tconcept:personeurope:curry\nconcept:mlalgorithm:solutions\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:county:utah\tconcept:organizationhiredperson\tconcept:coach:kyle_whittingham\nconcept:televisionstation:wfla_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:new\nconcept:coach:virginia_tech\tconcept:agentcontrols\tconcept:coach:frank_beamer\nconcept:city:father\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:university:wozniak\tconcept:agentcollaborateswithagent\tconcept:company:apple002\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:politicianus:president_clinton\nconcept:stateorprovince:california\tconcept:agentcontrols\tconcept:vehicle:services\nconcept:tradeunion:agreement\tconcept:agentbelongstoorganization\tconcept:terroristorganization:state\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:notre_dame\nconcept:person:tom_friedman\tconcept:worksfor\tconcept:website:new_york_times\nconcept:radiostation:cleveland\tconcept:subpartof\tconcept:university:ohio\nconcept:jobposition:agency\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:male:world\tconcept:agentcontrols\tconcept:city:number\nconcept:coach:new_orleans_hornets\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:company:france_telecom\tconcept:acquired\tconcept:biotechcompany:orange\nconcept:stateorprovince:iowa_hawkeyes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:website:paypal\tconcept:subpartof\tconcept:retailstore:ebay\nconcept:company:apple002\tconcept:organizationheadquarteredincity\tconcept:city:cupertino\nconcept:coach:reggie_theus\tconcept:worksfor\tconcept:sportsteam:sacramento_kings\nconcept:city:hagerstown\tconcept:subpartof\tconcept:stateorprovince:maryland\nconcept:vehicle:states\tconcept:subpartof\tconcept:vehicle:west_coast\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wcnc_tv\nconcept:televisionstation:ksng\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:service\tconcept:subpartof\tconcept:book:electricity\nconcept:person:ronaldo\tconcept:worksfor\tconcept:politicsblog:star\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wisconsin_badgers\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_kerry\nconcept:politicsissue:programs\tconcept:subpartof\tconcept:beverage:integrated_water\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:advanced_water\nconcept:person:republican\tconcept:agentcollaborateswithagent\tconcept:politicianus:gov__sarah_palin\nconcept:televisionstation:wptz\tconcept:organizationheadquarteredincity\tconcept:city:burlington\nconcept:politicalparty:dems\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:green_bay_packers\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:pat_dye\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:company:los_angeles\nconcept:room:house\tconcept:subpartof\tconcept:hallwayitem:gas\nconcept:city:palm_springs\tconcept:agentcollaborateswithagent\tconcept:comedian:sonny_bono\nconcept:website:amazon\tconcept:organizationterminatedperson\tconcept:ceo:jeff_bezos\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:boston_college\nconcept:company:microsoft_corporation\tconcept:acquired\tconcept:company:softricity\nconcept:profession:newark\tconcept:subpartof\tconcept:bridge:new_jersey\nconcept:politicianus:howard_dean\tconcept:worksfor\tconcept:nongovorganization:dnc\nconcept:radiostation:cleveland\tconcept:organizationhiredperson\tconcept:coach:mangini\nconcept:coach:jack_del_rio\tconcept:worksfor\tconcept:sportsteam:jacksonville_jaguars\nconcept:museum:facilities\tconcept:subpartof\tconcept:beverage:municipal_water\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:person:jeff_van_gundy\nconcept:county:chicago\tconcept:organizationhiredperson\tconcept:coach:lovie_smith\nconcept:governmentorganization:management\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:city:santa_rosa\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:coach:tim_brewster\nconcept:city:clinton\tconcept:agentcollaborateswithagent\tconcept:person:barbara_bush\nconcept:website:washington_times\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:biotechcompany:apple\tconcept:agentcontrols\tconcept:university:wozniak\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tennessee_chattanooga_mocs\nconcept:athlete:roy_williams\tconcept:worksfor\tconcept:creditunion:kansas\nconcept:sportsteam:colorado_state_rams\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:musicalbum:stage\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:governmentorganization:us_department\nconcept:terroristorganization:group\tconcept:organizationhiredperson\tconcept:personmexico:ryan_wh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tconcept:acquired\tconcept:company:abebooks\nconcept:city:service\tconcept:subpartof\tconcept:nongovorganization:u_s_\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:city:st_louis\nconcept:male:bill_gates\tconcept:agentcollaborateswithagent\tconcept:politician:clinton\nconcept:university:uconn\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:creditunion:michigan\tconcept:organizationhiredperson\tconcept:athlete:rich_rodriguez\nconcept:programminglanguage:procedures\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:professionalorganization:federal\nconcept:bank:citizens\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:comedian:frank_melton\tconcept:worksfor\tconcept:newspaper:jackson\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:visualizablething:outside_air\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:country:party\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:politicsissue:god\nconcept:sportsteam:georgia_tech\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:cincinnati\tconcept:organizationhiredperson\tconcept:coach:mick_cronin\nconcept:blog:america_online\tconcept:agentcollaborateswithagent\tconcept:company:case\nconcept:televisionstation:wcmh_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:geopoliticallocation:air_conditioning\tconcept:subpartof\tconcept:transportation:central_air\nconcept:personus:jon_cohen\tconcept:worksfor\tconcept:blog:science\nconcept:governmentorganization:directory\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:country:__america\tconcept:organizationterminatedperson\tconcept:personasia:number\nconcept:stateorprovince:michigan\tconcept:organizationhiredperson\tconcept:person:rodriguez\nconcept:newspaper:herald\tconcept:headquarteredin\tconcept:county:los_angeles_county\nconcept:governmentorganization:industry\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:governmentorganization:commission\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:person:molly_moore\nconcept:sportsteam:raptors\tconcept:organizationhiredperson\tconcept:coach:mitch_williams\nconcept:sportsteam:wake_forest_demon_deacons\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:kytv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:county:records\nconcept:profession:professionals\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:link\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:stateorprovince:metairie\tconcept:subpartof\tconcept:musicsong:louisiana\nconcept:coach:new\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:musicartist:times\tconcept:agentcollaborateswithagent\tconcept:journalist:john_markoff\nconcept:politicianus:jimmy_carter\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:personus:denzel_washington\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kget_tv\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:company:imac\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:dennis_green\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:buffalo_bills\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:company:innovation\nconcept:personmexico:frank_robinson\tconcept:worksfor\tconcept:newspaper:wyoming\nconcept:televisionstation:kulr_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:wallitem:works\tconcept:subpartof\tconcept:hallwayitem:air\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:office\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:u_s__congress\nconcept:governmentorganization:doj\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:sanitation\nconcept:room:house\tconcept:subpartof\tconcept:sportsteam:heat\nconcept:vehicle:services\tconcept:subpartof\tconcept:hallwayitem:fuel\nconcept:room:development\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:blog:ksnf\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:journalist:tom_brokaw\tconcept:worksfor\tconcept:musicartist:television\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:company:general_motors\tconcept:organizationheadquarter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ntcontrols\tconcept:sportsteam:idaho_state_bengals\nconcept:coach:louisville\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:governor_sarah_palin\nconcept:sportsteam:morehead_state_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:who_tv\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:governmentorganization:us_department\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wicd\nconcept:sportsteam:west_virginia_mountaineers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:gene_chizik\nconcept:coach:new_york_giants\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:sportsteam:kennesaw_state_owls\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:perceptionaction:iowa_city\tconcept:subpartof\tconcept:musicalbum:iowa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:expensive_water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kiem_tv\nconcept:company:apple\tconcept:companyeconomicsector\tconcept:economicsector:computer\nconcept:personaustralia:smith\tconcept:agentcollaborateswithagent\tconcept:animal:head\nconcept:coach:russ_grimm\tconcept:worksfor\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:transportation:situation\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:kansas_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:mike_shula\tconcept:worksfor\tconcept:university:alabama\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:old_dominion_monarchs\nconcept:personus:theo_epstein\tconcept:worksfor\tconcept:sportsteam:red_sox\nconcept:personaustralia:jobs\tconcept:worksfor\tconcept:company:pixar\nconcept:sportsteam:unc_wilmington_seahawks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:house\tconcept:agentcontrols\tconcept:sociopolitical:justice\nconcept:athlete:butch_davis\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:new_mexico_lobos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:south_carolina\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:condensate\nconcept:city:sources\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:university:google\tconcept:organizationterminatedperson\tconcept:personasia:number\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizableattribute:rural_water\nconcept:county:florence\tconcept:subpartof\tconcept:university:kentucky\nconcept:person:state\tconcept:agentcontrols\tconcept:profession:managers\nconcept:city:help\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:televisionstation:kmtr\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:website:youtube\tconcept:subpartoforganization\tconcept:university:google\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:book:new\tconcept:subpartof\tconcept:religion:east_asia\nconcept:sportsteam:tennessee_volunteers\tconcept:organizationhiredperson\tconcept:coach:philip_rivers\nconcept:weatherphenomenon:cape\tconcept:subpartof\tconcept:book:years\nconcept:coach:stephen_baker\tconcept:worksfor\tconcept:company:business_week\nconcept:person:tony_snow\tconcept:worksfor\tconcept:governmentorganization:fox_news\nconcept:politicianus:george_h__w__bush\tconcept:agentcontrols\tconcept:hotel:white\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:departments\nconcept:coach:new\tconcept:subpartof\tconcept:politicsblog:more_times\nconcept:sportsteam:italy\tconcept:agentcontrols\tconcept:personmexico:alberto_gilardino\nconcept:televisionstation:wbre_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:person:edward_r__murrow\nconcept:company:intel\tconcept:agentcollaborateswithagent\tconcept:ceo:andy_grove\nconcept:city:mission_viejo\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:company:microsoft\tconcept:acquired\tconcept:website:powerset\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:storm_water\nconcept:governmentorganization:iowa\tconcept:organizationhiredperson\tconcept:coach:hayden_fry\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:city:orange\tconcept:subpartof\tconcept:stateorprovince:connecticut\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:buildingmaterial:marine\nconcept:person:republican\tconcept:agentcollaborateswithagent\tc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ncept:terroristorganization:state\tconcept:agentcontrols\tconcept:bone:entity\nconcept:blog:myspace\tconcept:companyeconomicsector\tconcept:economicsector:social_networking\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wayne_state_warriors\nconcept:politicalparty:treasury_department\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:journalist:david_e__sanger\tconcept:worksfor\tconcept:musicartist:times\nconcept:physicalaction:hands\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:water_supplies\nconcept:governmentorganization:office\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:city:philly\tconcept:organizationhiredperson\tconcept:person:andy_reid\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:president_bush\nconcept:company:yahoo001\tconcept:acquired\tconcept:company:viaweb\nconcept:male:notre_dame\tconcept:agentcollaborateswithagent\tconcept:coach:charlie_weis\nconcept:city:ottawa\tconcept:subpartof\tconcept:country:canada_canada\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:reverse_osmosis_water\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:houston_oilers\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:mike_tomlin\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:wxmi_tv\nconcept:nongovorganization:legislature\tconcept:organizationhiredperson\tconcept:person:republican\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:johnny_dawkins\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kris\nconcept:terroristorganization:point\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:stateorprovince:connecticut\tconcept:organizationhiredperson\tconcept:personaustralia:jim_calhoun\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:minnesota_golden_gophers\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:university:akron\tconcept:subpartof\tconcept:university:ohio\nconcept:politicianus:al_gore\tconcept:agentcollaborateswithagent\tconcept:politician:w__bush\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:chemical:sewage\nconcept:company:trulia\tconcept:companyeconomicsector\tconcept:academicfield:real_estate\nconcept:city:erie\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:sportsteam:illini\tconcept:organizationhiredperson\tconcept:coach:ron_zook\nconcept:terroristorganization:money\tconcept:agentbelongstoorganization\tconcept:terroristorganization:state\nconcept:sportsteam:northwestern_state_demons\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:quality_water\nconcept:company:sun_microsystems001\tconcept:agentcontrols\tconcept:actor:scott_mcnealy\nconcept:city:service\tconcept:agentcontrols\tconcept:retailstore:aapl\nconcept:city:resources\tconcept:agentcollaborateswithagent\tconcept:person:government\nconcept:sportsteam:marquette_golden_eagles\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:texas_a_m_aggies\nconcept:newspaper:financial_times\tconcept:organizationheadquarteredincity\tconcept:city:london_city\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:personus:officials\nconcept:profession:mountaineers\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:televisionstation:wave_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:company:apple002\tconcept:organizationterminatedperson\tconcept:judge:mr_\nconcept:sportsteam:falcons\tconcept:agentcollaborateswithagent\tconcept:athlete:matt_ryan\nconcept:animal:head\tconcept:agentcontrols\tconcept:person:anderson\nconcept:sportsteam:georgia_tech\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:male:notre_dame\tconcept:agentcontrols\tconcept:coach:charlie_weis\nconcept:politicianus:mr__obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:city:madrid\tconcept:organizationhiredperson\tconcept:personaustralia:fabio_capello\nconcept:televisionstation:wgbc\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:sportsteam:atlanta_thrashers\tconcept:organizationhiredperson\tconcept:coach:bob_hartley\nconcept:city:rockville\tconcept:subpartof\tconcept:stateorprovince:maryland\nconcept:website:wkyc_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:russ_grimm\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:port:portable_air\nconcept:vehicle:publications\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:coach:kelvin_sampson\nconcept:website:amazon\tconcept:acquired\tconcept:company:audible__com\nconcept:company:ibm\tconcept:acquired\tconcept:automobilemaker:lotus\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:website:official\nconcept:city:pittsburgh\tconcept:organizationhiredperson\tconcept:coach:mike_tomlin\nconcept:sportsteam:grambling_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:carroll\tconcept:worksfor\tconcept:recordlabel:trojan\nconcept:nongovorganization:gop\tconcept:agentcollaborateswithagent\tconcept:coach:sarah_palin\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:athlete:mike_mccarthy\nconcept:journalist:john_markoff\tconcept:worksfor\tconcept:musicartist:times\nconcept:visualizablescene:brussels\tconcept:subpartof\tconcept:country:belgium\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:denny_crum\nconcept:governmentorganization:house\tconcept:agentcontrols\tconcept:programminglanguage:state\nconcept:county:suffolk\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:musician:agencies\tconcept:agentcontrols\tconcept:election:white\nconcept:hallwayitem:point\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:company:ibm\tconcept:acquired\tconcept:company:sequent\nconcept:coach:baltimore_ravens\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:county:conditions\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:governmentorganization:federal_government\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:perceptionaction:dubuque\tconcept:subpartof\tconcept:musicalbum:iowa\nconcept:sportsteam:vermont_catamounts\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:televisionstation:kvoa\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:coach:marinelli\tconcept:worksfor\tconcept:professionalorganization:lions\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:senators\nconcept:buildingfeature:service\tconcept:subpartof\tconcept:kitchenitem:public_water\nconcept:sportsteam:houston_cougars\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:new_mexico_state_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:pats\tconcept:organizationhiredperson\tconcept:person:belichick\nconcept:sportsteam:new_orleans_hornets\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:athlete:rick_pitino\nconcept:ceo:david_sifry\tconcept:topmemberoforganization\tconcept:website:technorati\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:company:apple_iphone\nconcept:televisionstation:wpsd_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:wfxt\nconcept:university:clemson\tconcept:organizationhiredperson\tconcept:coach:jack_leggett\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:mike_huckabee\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:county:manchester\tconcept:subpartof\tconcept:newspaper:new_hampshire\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:company:expedia\tconcept:companyeconomicsector\tconcept:economicsector:travel\nconcept:coach:adolph_rupp\tconcept:worksfor\tconcept:university:kentucky\nconcept:website:youtube\tconcept:subpartoforganization\tconcept:company:google_inc\nconcept:website:waws_tv\tconcept:subpartof\tconcept:mountain:fox\nconcept:company:ibm\tconcept:companyeconomicsector\tconcept:academicfield:information_technology\nconcept:bank:viacom\tconcept:acquired\tconcept:company:comedy_central\nconcept:sportsteam:alaska_fairbanks_nanooks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:geopoliticallocation:option\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:sportsteam:florida_gators\nconcept:bank:viacom\tconcept:agentcontrols\tconcept:celebrity:mtv\nconcept:coach:minnesota_golden_gophers\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_edwards\nconcept:person:ski_jump_guru\tconcept:worksfor\tconcept:sportsteam:germany\nconcept:coach:new\tconcept:subpartof\tconcept:company:canada\nconcept:coach:kentucky_wildcats\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:wallitem:effort\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:wisconsin_milwaukee_panthers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:clothing:white\tconcept:subpartof\tconcept:street:congress\nconcept:biotechcompany:gateway_2000\tconcept:subpartoforganization\tconcept:company:acer\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:wfld\nconcept:city:daytona_beach\tconcept:subpartof\tconcept:city:florida\nconcept:terroristorganization:money\tconcept:agentcollaborateswithagent\tconcept:terroristorganization:state\nconcept:geopoliticallocation:kerry\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:room:development\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:governmentorganization:united_states_department\nconcept:musicartist:allies\tconcept:organizationhiredperson\tconcept:personus:party\nconcept:blog:goal\tconcept:organizationterminatedperson\tconcept:ceo:john_o_shea\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:dave_odom\nconcept:county:san_francisco\tconcept:organizationhiredperson\tconcept:professor:nolan\nconcept:sportsteam:oral_roberts_golden_eagles\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:physicalaction:assembly\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:city:boston\tconcept:organizationhiredperson\tconcept:person:thomas_m__menino\nconcept:newspaper:the_national\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:requirements\nconcept:city:sources\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:university:wozniak\tconcept:agentcollaborateswithagent\tconcept:biotechcompany:apple\nconcept:mountain:fox\tconcept:agentcollaborateswithagent\tconcept:person:neil_cavuto\nconcept:sportsteam:memphis_grizzlies\tconcept:organizationhiredperson\tconcept:coach:marc_iavaroni\nconcept:shoppingmall:columbia\tconcept:subpartof\tconcept:hallwayitem:sc\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:water_distribution\nconcept:magazine:fedex\tconcept:agentcollaborateswithagent\tconcept:athlete:fred_smith\nconcept:company:video\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wpbn\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:personcanada:roy_halladay\nconcept:sportsteam:southern_methodist_mustangs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:indiana\tconcept:organizationterminatedperson\tconcept:coach:kelvin_sampson\nconcept:company:kget001\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:visualizableattribute:sanitation\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:website:tony_snow\tconcept:subpartof\tconcept:mountain:fox\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:democratic_nominee_barack_obama\nconcept:buildingfeature:security\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:website:information\nconcept:person:john003\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:university:schools\nconcept:tradeunion:john_kerry\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:stateorprovince:function\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:coach:dan_reeves\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kxan_tv\nconcept:sportsteamposition:application\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:expensive_water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vermont_catamounts\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:televisionstation:kusa_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:company:new_york\tconcept:agentcontrols\tconcept:website:jobs\nconcept:company:nbc\tconcept:companyeconomicsector\tconcept:academicfield:sports\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:beverage:solar_water\nconcept:televisionstation:wicd\tconcept:agentbelongstoorganization\tconcept:televisionnetwork:abc\nconcept:sportsteam:minnesota_state_mavericks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:city:beverly_hills\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:akron_zips\nconcept:televisionshow:providence\tconcept:subpartof\tconcept:monument:rhode_island\nconcept:visualizablething:us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onville_state_gamecocks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:ia\tconcept:subpartof\tconcept:country:usa\nconcept:company:general_motors001\tconcept:organizationterminatedperson\tconcept:personus:roger_smith\nconcept:coach:clemson\tconcept:agentcontrols\tconcept:coach:dabo_swinney\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:water_supplies\nconcept:sportsteam:central_florida_knights\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizableattribute:building_water\nconcept:comedian:john_chancellor\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:novato\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wsls_tv\nconcept:televisionstation:wwbt\tconcept:organizationheadquarteredincity\tconcept:city:richmond\nconcept:sportsteam:new_york_jets\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:company:new_york\tconcept:subpartof\tconcept:hospital:suny\nconcept:politicianus:mitt_romney\tconcept:agentcollaborateswithagent\tconcept:politician:clinton\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:mediatype:white\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:utep_miners\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politicianus:barack_hussein\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personus:a_j__burnett\nconcept:coach:tim_floyd\tconcept:worksfor\tconcept:university:usc\nconcept:programminglanguage:end\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:politicsblog:white_house\tconcept:organizationhiredperson\tconcept:person:republican\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:safe_drinking_water\nconcept:city:kenner\tconcept:subpartof\tconcept:stateorprovince:louisiana\nconcept:biotechcompany:white\tconcept:companyeconomicsector\tconcept:academicfield:law\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:politician:ray_hunt\nconcept:sportsteam:cal_state_fullerton_titans\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:acer_aspire\tconcept:companyeconomicsector\tconcept:economicsector:computer\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:waste_water\nconcept:sportsteam:brigham_young_cougars\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:coach:stoops\nconcept:bodypart:art\tconcept:subpartof\tconcept:criminal:york_city\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:clothing:positions\nconcept:university:clemson\tconcept:organizationhiredperson\tconcept:coach:tommy_bowden\nconcept:vehicle:states\tconcept:subpartof\tconcept:vehicle:countries\nconcept:vehicle:states\tconcept:subpartof\tconcept:city:florida\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:drinking_water_supply\nconcept:website:kcba\tconcept:subpartof\tconcept:mountain:fox\nconcept:website:amazon\tconcept:organizationhiredperson\tconcept:ceo:jeff_bezos\nconcept:stateorprovince:morning\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:automobilemaker:gm\tconcept:organizationheadquarteredincity\tconcept:city:detroit\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:community_water\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:person:rodriguez\nconcept:ceo:bernard_l__madoff\tconcept:topmemberoforganization\tconcept:company:new_york\nconcept:ceo:peter_thiel\tconcept:agentcollaborateswithagent\tconcept:scientist:paypal\nconcept:governmentorganization:federal\tconcept:organizationheadquarteredincity\tconcept:city:boston\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:chemical:sewage\nconcept:televisionstation:ksan_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:transportation:network\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:personus:paul_allen\tconcept:topmemberoforganization\tconcept:company:microsoft_corporation001\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:coach:new\tconcept:subpartof\tconcept:island:new_york_city_metropolitan_area\nconcept:personafrica:george_bush\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:iowa_state\nconcept:county:bellingham\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:vehicle:states\tconcept:subpartof\tconcept:airport:north_america\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visual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eam:colorado_buffaloes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:terroristorganization:state\tconcept:organizationhiredperson\tconcept:coach:chuck_amato\nconcept:university:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:new_orleans_saints\nconcept:sportsteam:bears_29_17\tconcept:organizationhiredperson\tconcept:coach:tedford\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:tim_floyd\nconcept:televisionstation:wpxi_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:stateorprovince:oregon\tconcept:organizationhiredperson\tconcept:coach:ernie_kent\nconcept:sportsteam:minnesota_state_mavericks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:fox\tconcept:agentcollaborateswithagent\tconcept:journalist:bill_hemmer\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:writer:barak_obama\nconcept:coach:rod_marinelli\tconcept:subpartof\tconcept:sport:detroit_lions\nconcept:recordlabel:trojan\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wand\nconcept:city:casa_grande\tconcept:subpartof\tconcept:stateorprovince:arizona\nconcept:televisionstation:khas_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:company:nbc\tconcept:agentcontrols\tconcept:magazine:williams\nconcept:sportsteam:alaska_fairbanks_nanooks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:new\tconcept:subpartof\tconcept:nongovorganization:cities\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:university:central_intelligence_agency\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:fred\nconcept:biotechcompany:orange\tconcept:subpartoforganization\tconcept:university:france_telecom\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:athlete:boston_red_sox\nconcept:sportsteam:unlv_runnin_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:website:kvoa\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:person:butler001\tconcept:agentcontrols\tconcept:personus:thomas_steen\nconcept:sportsteam:minnesota_duluth_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:senators\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:geometricshape:property\tconcept:subpartof\tconcept:hallwayitem:gas\nconcept:sportsteam:kings_college\tconcept:organizationhiredperson\tconcept:person:murray\nconcept:city:bush\tconcept:agentcontrols\tconcept:clothing:white\nconcept:coach:virginia_tech\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:biotechcompany:apple\tconcept:headquarteredin\tconcept:city:cupertino\nconcept:coach:texas_tech\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:ceo:sam_zell\tconcept:agentcollaborateswithagent\tconcept:newspaper:tribune\nconcept:televisionstation:ksnt_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:forums\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:university:microsoft\tconcept:agentcontrols\tconcept:website:bill\nconcept:coach:ernie_kent\tconcept:worksfor\tconcept:stateorprovince:oregon\nconcept:geopoliticalorganization:us_state\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_atlantic_owls\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:ceo:woz\nconcept:coach:mississippi_state_bulldogs\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:male:malcolm_walker\tconcept:worksfor\tconcept:island:iceland\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgetown_hoyas\nconcept:sportsteam:florida_gators\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:kentucky_wildcats\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:tradeunion:web_site\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:university:fairbanks\tconcept:subpartof\tconcept:city:alaska\nconcept:company:npr\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:island:houston\tconcept:subpartof\tconcept:retailstore:ut\nconcept:governmentorganization:treasury\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:brigham_young_cougars\nconcept:city:budget\tconcept:subpartoforganization\tconcept:governmentorganization:government\nconcept:university:temple\tconcept:organizationhiredperson\tconcept:coach:al_golden\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualiza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n\tconcept:coach:clinton_white\nconcept:blog:google\tconcept:companyeconomicsector\tconcept:economicsector:online_ad\nconcept:city:home\tconcept:agentcontrols\tconcept:product:google\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:washington_huskies\nconcept:televisionstation:wesh\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:creditunion:wisconsin\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:profession:equipment\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:chris_dodd\nconcept:sportsteam:mavericks\tconcept:organizationhiredperson\tconcept:coach:don_nelson\nconcept:male:world\tconcept:agentcontrols\tconcept:person:kevin\nconcept:person:dave_morgan\tconcept:topmemberoforganization\tconcept:website:tacoda\nconcept:personus:ken_lewis\tconcept:topmemberoforganization\tconcept:company:bofa\nconcept:person:bill\tconcept:agentcollaborateswithagent\tconcept:politicianus:rodham_clinton\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:creditunion:wisconsin\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:planet:fresh_water\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:agency\nconcept:coach:robb_akey\tconcept:worksfor\tconcept:newspaper:idaho\nconcept:televisionstation:wicu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:musicartist:policy\tconcept:subpartoforganization\tconcept:professionalorganization:federal\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:writer:brooks\nconcept:book:new\tconcept:subpartof\tconcept:politicsissue:meetings\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:candidate_barack_obama\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:various_water\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:celebrity:laura_bush\nconcept:coach:bill_walsh\tconcept:worksfor\tconcept:city:dallas\nconcept:sportsteam:chicago_bulls\tconcept:organizationhiredperson\tconcept:coach:scott_stiles\nconcept:coach:carroll\tconcept:worksfor\tconcept:university:southern_cal\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:politicsissue:more_water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kusa_tv\nconcept:sportsteam:south_dakota_coyotes\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:website:influence\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:magic\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:personeurope:john_fisher\tconcept:worksfor\tconcept:sportsteam:titans\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:hilary_clinton\nconcept:televisionstation:keci\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:coach:paul_rhoads\tconcept:worksfor\tconcept:bank:iowa_state\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:solar_water\nconcept:company:cnn\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:jim_grobe\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:coach:dan_monson\nconcept:politicianus:ron_paul\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:coach:chris_quinn\nconcept:person:andrew001\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:jobposition:facility\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:journalist:dan\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:coach:new_york_jets\tconcept:agentcontrols\tconcept:coach:eric_mangini\nconcept:company:air\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:vehicle:states\tconcept:subpartof\tconcept:landscapefeatures:gulf\nconcept:sportsteam:oakland_raiders\tconcept:organizationhiredperson\tconcept:athlete:john_madden\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:person:ty_willingham\nconcept:sportsteam:auburn_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:complete_water\nconcept:country:countries\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:university:uf\tconcept:organizationhiredperson\tconcept:coach:urban_meyer\nconcept:coach:mick_cronin\tconcept:worksfor\tconcept:city:cincinnati\nconcept:geometricshape:anchorage\tconcept:subpartof\tconcept:city:alaska\nconcept:company:nbc\tconcept:agentcollaborateswithagent\tconcept:comedian:john_chancellor\nconcept:county:utah\tconcept:organizationhiredperson\tconcept:coach:urban_meyer\nconcept:city:army\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:personmexico:craig_counsell\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:more_days\nconcept:city:tulsa\tconcept:organizationhiredperson\tconcept:coach:todd_graham\nconcept:sportsteam:cleveland_indians_organization\tconcept:organizationhiredperson\tconcept:personmexico:eric_wedge\nconcept:city:whittier\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:televisionstation:whec_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:coach:joe_novak\tconcept:worksfor\tconcept:sportsteam:northern_illinois\nconcept:university:raiders\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:coach:new\tconcept:subpartof\tconcept:visualizablething:parishes\nconcept:book:nashville\tconcept:subpartof\tconcept:academicfield:tn\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:superior_water\nconcept:journalist:bob_herbert\tconcept:agentbelongstoorganization\tconcept:company:york_times\nconcept:city:area\tconcept:subpartof\tconcept:sport:clean_water\nconcept:nongovorganization:gop\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:power_plants\nconcept:stateorprovince:illinois\tconcept:organizationterminatedperson\tconcept:coach:bruce_weber\nconcept:book:new\tconcept:subpartof\tconcept:website:market\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:floor\nconcept:ceo:peter_thiel\tconcept:topmemberoforganization\tconcept:bank:paypal\nconcept:governmentorganization:supreme_court\tconcept:subpartoforganization\tconcept:city:texas\nconcept:stateorprovince:colorado\tconcept:organizationhiredperson\tconcept:coach:gary_barnett\nconcept:sportsteam:nebraska_cornhuskers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:county:brooklyn\tconcept:subpartof\tconcept:color:ny\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:videogamesystem:apple_macintosh\nconcept:person:andrew001\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:personmexico:colorado_rockies\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:sportsteam:arkansas_pine_bluff_golden_lions\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:van_gundy\tconcept:worksfor\tconcept:sportsteam:magic\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wncn_tv\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:well_water\nconcept:athlete:raymond_domenech\tconcept:worksfor\tconcept:sportsteam:france\nconcept:company:missouri\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:geopoliticallocation:ut\tconcept:organizationhiredperson\tconcept:coach:philip_fulmer\nconcept:person:larry_ellison\tconcept:worksfor\tconcept:bank:oracle_corporation\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:coach:kansas_city_chiefs\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:country:england\tconcept:organizationhiredperson\tconcept:monarch:alf_ramsey\nconcept:coach:eric_mangini\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:indiana_state_sycamores\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:country:australia\tconcept:organizationhiredperson\tconcept:coach:hiddink\nconcept:date:n1977\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:televisionstation:ksnt\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:dayton_flyers\nconcept:university:utah_state\tconcept:organizationhiredperson\tconcept:coach:brent_guy\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kvoa\nconcept:sportsteam:ucla\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:california\tconcept:agentcontrols\tconcept:musician:agencies\nconcept:sportsteam:savannah_state_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:person:tom_friedman\tconcept:agentbelongstoorganization\tconcept:stateorprovince:times\nconcept:university:alabama\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politicianus:john_kerry\tconcept:agentcollaborateswithagent\tconcept:politician:w__bush\nconcept:sportsteam:siena_saints\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:los_angeles\tconcept:organizationhiredperson\tconcept:personmexico:antonio_villaraigosa\nconcept:website:technorati\tconcept:organizationterminatedperson\tconcept:ceo:david_sifry\nconcept:university:reasons\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:basic_water\nconcept:sportsteam:florida_international_golden_panthers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wluc\nconcept:city:texas\tconcept:agentcontrols\tconcept:mlconference:services_website\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:community_water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:maine_black_bears\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:person:jeff_van_gundy\nconcept:sportsteam:longhorns\tconcept:organizationhiredperson\tconcept:personmexico:mack_brown\nconcept:coach:kragthorpe\tconcept:worksfor\tconcept:city:louisville\nconcept:householditem:customer\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:louisville\tconcept:agentcontrols\tconcept:coach:steve_kragthorpe\nconcept:politicianus:governor_sarah_palin\tconcept:agentcollaborateswithagent\tconcept:person:republican\nconcept:personnorthamerica:minnesota\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:josh_mcdaniels\tconcept:worksfor\tconcept:sportsteam:new_england_patriots\nconcept:company:flickr001\tconcept:companyeconomicsector\tconcept:economicsector:social_networking\nconcept:politicsblog:white_house\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:book:new\tconcept:subpartof\tconcept:river:arts\nconcept:city:construction\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:george_mason_patriots\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:consecutive_years\nconcept:blog:la_opini_n\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:city:club\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:spagnuolo\nconcept:company:oracle001\tconcept:acquired\tconcept:biotechcompany:bea_systems\nconcept:sportsteam:portland_state_vikings\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:building:atlantic_city\tconcept:subpartof\tconcept:bridge:new_jersey\nconcept:politicianus:candidate_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:st_bonaventure_bonnies\nconcept:coach:doc_rivers\tconcept:worksfor\tconcept:sportsteam:boston_celtics\nconcept:city:new_haven\tconcept:subpartof\tconcept:stateorprovince:connecticut\nconcept:governmentorganization:employment\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:magazine:life\tconcept:companyeconomicsector\tconcept:economicsector:life_insurance\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:ksee_tv\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:coach:phil_jackson\nconcept:governmentorganization:commission\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personus:candidates_john_mccain\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:televisionshow:job\nconcept:coach:indianapolis_colts\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:person:kevin\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:sportsteam:bills\tconcept:organizationhiredperson\tconcept:athlete:williams\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:musicsong:loans\nconcept:room:community\tconcept:subpartof\tconcept:transportation:room_air\nconcept:comedian:leslie_moonves\tconcept:agentcontrols\tconcept:website:cbs\nconcept:politicianus:president_obama\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:company:npr\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:person:john003\tconcept:worksfor\tconcept:website:new_york_times\nconcept:sportsteam:connecticut_huskies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:hallwayitem:problem\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:website:youtube\tconcept:organizationterminatedperson\tconcept:ceo:chad_hurley\nconcept:mlauthor:research\tconcept:agentbelongstoorganization\tconcept:governmentorganization:government\nconcept:politicianus:jim\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:coach:reggie_theus\tconcept:worksfor\tconcept:university:new_mexico_state\nconcept:musician:agencies\tconcept:subpartof\tconcept:kitchenitem:public_water\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:community_water\nconcept:coach:dan_hawkins\tconcept:worksfor\tconcept:stateorprovince:colorado\nconcept:tradeunion:agreement\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:short_years\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:person:meg_whitman\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_carolina_catamounts\nconcept:governmentorganization:agency\tconcept:agentcollaborateswithagent\tconcept:person:state\nconcept:sportsteam:alabama_birmingham_blazers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:knsd\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:nongovorganization:information\tconcept:agentcollaborateswithagent\tconcept:person:government\nconcept:city:home\tconcept:subpartof\tconcept:stateorprovince:times\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:philadelphia_eagles\nconcept:museum:facilities\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:televisionstation:kusa_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:personus:candidates_john_mccain\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:academicfield:databases\nconcept:sportsteam:mary_hardin_baylor_crusaders\tconcept:organizationhiredperson\tconcept:coach:art_briles\nconcept:biotechcompany:apple\tconcept:agentcontrols\tconcept:website:jobs\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:indianapolis_colts\nconcept:coach:new_york_jets\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:city:army\tconcept:organizationterminatedperson\tconcept:person:moshe_ben_zikri\nconcept:chemical:management\tconcept:subpartof\tconcept:weatherphenomenon:land\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:piped_water\nconcept:sportsteam:harvard_divinity_school\tconcept:organizationhiredperson\tconcept:coach:tim_murphy\nconcept:politicsblog:wlbz\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:coach:new\tconcept:subpartof\tconcept:county:health\nconcept:tradeunion:congress\tconcept:agentcontrols\tconcept:clothing:white\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:musicartist:policy\nconcept:televisionstation:kalb_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:area\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:chemical:management\tconcept:subpartof\tconcept:chemical:groundwater\nconcept:sportsteam:northern_illinois\tconcept:organizationhiredperson\tconcept:coach:dave_doeren\nconcept:company:skype_com\tconcept:organizationterminatedperson\tconcept:person:niklas_zennstr_m\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:valparaiso_crusaders\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:khq__tv\nconcept:professor:david_pogue\tconcept:worksfor\tconcept:website:technology\nconcept:sportsteam:southeast_missouri_state_redhawks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:dow_jones\tconcept:subpartoforganization\tconcept:company:news_corp_\nconcept:stateorprovince:oklahoma\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:stateorprovince:ohio\tconcept:subpartof\tconcept:country:usa\nconcept:sportsteam:central_oklahoma_bronchos\tconcept:organizationhiredperson\tconcept:coach:bob_stoops\nconcept:stateorprovince:ardmore\tconcept:subpartof\tconcept:musicsong:oklahoma\nconcept:sportsteam:cincinnati_bearcats\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:mississippi_state\tconcept:organizationhiredperson\tconcept:coach:dan_mullen\nconcept:city:neighborhood\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:more_years\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wvva_tv\nconcept:city:arcadia\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:university:arkansas_little_rock_trojans\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:unc\tconcept:organizationhiredperson\tconcept:coach:dean_smith\nconcept:celebrity:seton_hall_pirates\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:washington_huskies\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_illinois\nconcept:landscapefeatures:housing\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:doug_marrone\nconcept:politicsissue:programs\tconcept:subpartof\tconcept:visualizableattribute:community_water\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:potable_water\nconcept:tradeunion:congress\tconcept:organizationhiredperson\tconcept:personus:democratic\nconcept:city:madrid\tconcept:organizationhiredperson\tconcept:personmexico:juande_ramos\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wise_tv\nconcept:televisionstation:kvbc\tconcept:organizationheadquarteredincity\tconcept:city:vegas_casino\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:south_florida_bulls\nconcept:sportsteam:vols\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:vehicle:skype\tconcept:subpartof\tconcept:retailstore:ebay\nconcept:city:joliet\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:company:disney\tconcept:organizationheadquarteredincity\tconcept:city:burbank\nconcept:sportsteam:philadelphia_eagles\tconcept:organizationhiredperson\tconcept:person:andy_reid\nconcept:sportsteam:alabama_state_hornets\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:wtwc_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:new_york_giants\nconcept:televisionnetwork:cbs\tconcept:agentcontrols\tconcept:televisionstation:klas_tv\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:standard_air\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:systems\nconcept:country:england\tconcept:organizationhiredperson\tconcept:coach:sven_goran_eriksson\nconcept:coach:philip_fulmer\tconcept:subpartof\tconcept:televisionshow:football\nconcept:governmentorganization:iowa\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:organization:republican\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:coach:chan_gailey\nconcept:company:acer_aspire\tconcept:subpartof\tconcept:website:gateway\nconcept:city:bush\tconcept:agentcollaborateswithagent\tconcept:personus:thomas_jefferson\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:athlete:rick_pitino\nconcept:room:house\tconcept:subpartof\tconcept:hallwayitem:phone\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wgem\nconcept:sportsteam:heat\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:county:florence\tconcept:subpartof\tconcept:newspaper:alabama\nconcept:company:general_motors001\tconcept:acquired\tconcept:automobilemaker:opel\nconcept:sportsteam:pittsburgh_penguins\tconcept:organizationhiredperson\tconcept:coach:michel_therrien\nconcept:company:imf\tconcept:headquarteredin\tconcept:city:prague\nconcept:ceo:paul_otellini\tconcept:topmemberoforganization\tconcept:company:intel\nconcept:governmentorganization:government\tconcept:agentcollaborateswithagent\tconcept:athlete:records\nconcept:sportsteam:notre_dame\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:personaustralia:paul_johnson\nconcept:televisionstation:wcnc_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:alaska_anchorage_seawolves\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:kent_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:coach:vince_lombardi\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:blog:linkedin\tconcept:organizationterminatedperson\tconcept:ceo:reid_hoffman\nconcept:governmentorganization:commission\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:transportation:two\nconcept:person:bill\tconcept:agentcollaborateswithagent\tconcept:person:edwards\nconcept:stateorprovince:minnesota\tconcept:organizationhiredperson\tconcept:coach:clem_haskins\nconcept:sportsteam:oakland_raiders\tconcept:organizationhiredperson\tconcept:coach:bill_callahan\nconcept:sportsteam:wayne_state_warriors\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:general_motors001\tconcept:acquired\tconcept:automobilemaker:daewoo\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:organization:republicans\nconcept:stateorprovince:events\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:politician:michael_r__bloomberg\nconcept:sport:initiatives\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:michigan_state_spartans\nconcept:vehicle:states\tconcept:subpartof\tconcept:country:soviet_union\nconcept:sportsteam:baltimore_colts\tconcept:organizationhiredperson\tconcept:person:don_shula\nconcept:televisionstation:wcyb_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tulane_green_wave\nconcept:politicsissue:requirements\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:televisionstation:wndu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:person:richard002\tconcept:worksfor\tconcept:city:uk\nconcept:buildingfeature:buildings\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:company:ibm\tconcept:acquired\tconcept:company:telelogic\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:standard_air\nconcept:website:amazon\tconcept:acquired\tconcept:website:imdb\nconcept:governmentorganization:agency\tconcept:agentcontrols\tconcept:geometricshape:property\nconcept:sportsteam:seahawks\tconcept:organizationhiredperson\tconcept:coach:mike_holmgren\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:organizations\nconcept:company:forbes001\tconcept:organizationterminatedperson\tconcept:ceo:steve_forbes\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:personmexico:isaiah_thomas\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wdtn_tv\nconcept:ceo:kenneth_lewis\tconcept:agentcontrols\tconcept:book:america\nconcept:sportsteam:army_black_knights\tconcept:agentcollaborateswithagent\tconcept:person:john_o_leary\nconcept:sportsteam:pennsylvania_quakers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:xavier_musketeers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:retailstore:apple_computer_inc_\nconcept:televisionstation:kxas\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:year:n1997\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:sport:clean_water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wtmj\nconcept:ceo:eric_schmidt\tconcept:agentcontrols\tconcept:product:google\nconcept:televisionstation:kalb_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:country:italy\tconcept:agentcontrols\tconcept:personmexico:alberto_gilardino\nconcept:vehicle:states\tconcept:subpartof\tconcept:country:russian_federation\nconcept:coach:jim_tressel\tconcept:subpartof\tconcept:building:ohio_state\nconcept:profession:mountaineers\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:website:facebook\tconcept:companyeconomicsector\tconcept:economicsector:social_networking\nconcept:vehicle:states\tconcept:subpartof\tconcept:website:province\nconcept:coach:cincinnati\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:blog:wood_tv\tconcept:agentbelongstoorganization\tconcept:company:nbc\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wrcb_tv\nconcept:sportsleague:nhl\tconcept:agentcontrols\tconcept:city:st_louis\nconcept:country:russian_federation\tconcept:subpartof\tconcept:vehicle:states\nconcept:coach:bruce_weber\tconcept:worksfor\tconcept:sportsteam:illini\nconcept:sportsteam:toledo_rockets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:rights\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:buildingfeature:service\tconcept:subpartof\tconcept:visualizableattribute:potable_water\nconcept:televisionstation:kmoh\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:televisionstation:king_tv\tconcept:organizationheadquarteredincity\tconcept:city:seattle\nconcept:animal:head\tconcept:agentcontrols\tconcept:color:brown\nconcept:company:doubleclick\tconcept:companyeconomicsector\tconcept:economicsector:advertising\nconcept:university:raiders\tconcept:organizationhiredperson\tconcept:coach:tom_cable\nconcept:museum:facilities\tconcept:subpartof\tconcept:beverage:improved_water\nconcept:city:tampa_bay\tconcept:organizationhiredperson\tconcept:coach:jon_gruden\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:reliable_water\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:person:sherman\nconcept:city:ann_arbor\tconcept:subpartof\tconcept:stateorprovince:michigan\nconcept:continent:north_america\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:shoppingmall:delray_beach\tconcept:subpartof\tconcept:city:florida\nconcept:journalist:paul_sheehan\tconcept:worksfor\tconcept:website:sydney_morning_herald\nconcept:city:florida\tconcept:organizationterminatedperson\tconcept:coach:steve_addazio\nconcept:journalist:dan\tconcept:worksfor\tconcept:company:n60_minutes\nconcept:sportsteam:seahawks\tconcept:organizationhiredperson\tconcept:coach:jim_mora\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wvla\nconcept:website:new_york_times\tconcept:acquired\tconcept:newspaper:boston_globe\nconcept:musician:agencies\tconcept:subpartof\tconcept:musicartist:air\nconcept:university:uab\tconcept:organizationhiredperson\tconcept:personafrica:mike_davis\nconcept:city:fairchild_air_force_base\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:palm_springs\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:newspaper:wyoming\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:sportsteam:tar_heels\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:university:uconn\tconcept:organizationhiredperson\tconcept:coach:geno_auriemma\nconcept:coach:cincinnati\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:newspaper:president_elect_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:ksnw\nconcept:company:fox\tconcept:agentcontrols\tconcept:comedian:shepard_smith\nconcept:company:oracle\tconcept:acquired\tconcept:company:hyperion_solutions\nconcept:sportsteam:northern_illinois_huskies\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:radiostation:new_jersey\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsteam:villanova_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:bradley_braves\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:observer001\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kyma\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:good_water\nconcept:politicianus:jim\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:stateorprovince:arkansas\tconcept:organizationhiredperson\tconcept:coach:houston_nutt\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:u_s__department\nconcept:sportsteam:sixers\tconcept:organizationhiredperson\tconcept:coach:cheeks\nconcept:city:bellevue\tconcept:subpartof\tconcept:stateorprovince:nebraska\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:city:number\nconcept:politician:mark_l__mallory\tconcept:worksfor\tconcept:city:cincinnati\nconcept:sportsteam:pittsburg_state_gorillas\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:journalist:thomas_friedman\tconcept:worksfor\tconcept:company:the_new_york_times001\nconcept:city:uk\tconcept:agentcollaborateswithagent\tconcept:person:richard002\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:john_gruden\nconcept:winery:hartford\tconcept:organizationhiredperson\tconcept:personeurope:eddie_perez\nconcept:tradeunion:john_kerry\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:keci\nconcept:nongovorganization:information\tconcept:agentcollaborateswithagent\tconcept:terroristorganization:state\nconcept:coach:louisville\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:nashville\tconcept:organizationhiredperson\tconcept:politician:bill_purcell\nconcept:musicsong:galveston\tconcept:subpartof\tconcept:city:texas\nconcept:televisionstation:kark_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:stateorprovince:indiana\tconcept:organizationterminatedperson\tconcept:coach:tom_crean\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:boston_terriers\nconcept:city:forest\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:country:israel\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:person:ryan_church\nconcept:sportsteam:northern_colorado_bears\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:tampa_bay\tconcept:organizationhiredperson\tconcept:coach:dungy\nconcept:personus:party\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:city:buffalo\tconcept:organizationhiredperson\tconcept:coach:turner_gill\nconcept:televisionnetwork:cbs\tconcept:companyeconomicsector\tconcept:academicfield:sports\nconcept:coach:green_bay_packers\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:person:man\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:transportation:modern_air\nconcept:coach:carroll\tconcept:worksfor\tconcept:politicalparty:college\nconcept:person:ter_petrosyan\tconcept:worksfor\tconcept:country:republic_of_armenia\nconcept:coach:gregg_popovich\tconcept:worksfor\tconcept:city:san_antonio\nconcept:sportsteam:maine_black_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:sam_houston_state_bearkats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:radiostation:flint\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:city:police\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:texas\tconcept:organizationterminatedperson\tconcept:person:oscar_wyatt\nconcept:coach:steve_spagnuolo\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:person:butler001\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:geopoliticallocation:world\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:biden\nconcept:city:service\tconcept:agentcontrols\tconcept:plant:apple\nconcept:coach:mike_martz\tconcept:worksfor\tconcept:city:st_louis\nconcept:university:google\tconcept:organizationterminatedperson\tconcept:person:home001\nconcept:city:binghamton\tconcept:subpartof\tconcept:stateorprovince:new_york\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:loyola_marymount_lions\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:female:hilary\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:tap_water\nconcept:company:case\tconcept:agentcontrols\tconcept:mldataset:aol\nconcept:company:ibm\tconcept:organizationterminatedperson\tconcept:ceo:lou_gerstner\nconcept:company:gates\tconcept:agentcontrols\tconcept:university:microsoft\nconcept:personus:joe_dimaggio\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsteam:new_england_patriots\tconcept:organizationhiredperson\tconcept:coach:bill_belichick\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:ara_parseghian\nconcept:company:cnn\tconcept:organizationheadquarteredincity\tconcept:city:atlanta\nconcept:coach:bob_bradley\tconcept:worksfor\tconcept:country:us\nconcept:university:k_state\tconcept:organizationhiredperson\tconcept:person:snyder\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_international_golden_panthers\nconcept:televisionstation:kvoa\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:sportsteam:unc_wilmington_seahawks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:politicalparty:dems\nconcept:sportsteam:rutgers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politicianus:president_george_w_bush\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:hospital:hialeah\tconcept:subpartof\tconcept:city:florida\nconcept:bodypart:art\tconcept:subpartof\tconcept:beverage:new\nconcept:sportsteam:morehead_state_eagles\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:cuba\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:geopoliticallocation:central_michigan\tconcept:organizationhiredperson\tconcept:coach:brian_kelly\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:personus:party\nconcept:university:indiana_university\tconcept:organizationhiredperson\tconcept:person:knight\nconcept:blog:goal\tconcept:organizationhiredperson\tconcept:athlete:john_o_shea\nconcept:website:bill\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:athlete:ukraine\tconcept:subpartof\tconcept:vehicle:states\nconcept:governmentorganization:supreme_court\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:female:hilary\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:sportsteam:oilers\tconcept:subpartoforganization\tconcept:sportsleague:nhl\nconcept:coach:new\tconcept:agentcollaborateswithagent\tconcept:personus:jason_giambi\nconcept:person:caldwell\tconcept:worksfor\tconcept:sportsteam:colts\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:sportsteam:boston_bruins\tconcept:organizationhiredperson\tconcept:person:tom_mcvie\nconcept:chemical:pipes\tconcept:subpartof\tconcept:visualizablething:drain\nconcept:hobby:reading\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:website:universal\tconcept:subpartof\tconcept:company:vivendi\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:roads\nconcept:sportsteam:eastern_kentucky_colonels\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:website:whdh\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:coach:new\tconcept:subpartof\tconcept:city:deals\nconcept:company:west_virginia\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:buildingmaterial:drainage\nconcept:sportsteam:detroit_lions\tconcept:organizationhiredperson\tconcept:coach:jim_schwartz\nconcept:country:egypt\tconcept:organizationterminatedperson\tconcept:person:tim_hatrich\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:mlalgorithm:solutions\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:north_texas_mean_green\nconcept:politician:mark_l__mallory\tconcept:worksfor\tconcept:sportsteam:cincinnati_bearcats\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:lehigh_mountain_hawks\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:personus:evan_longoria\nconcept:website:pyra_labs\tconcept:subpartoforganization\tconcept:university:google\nconcept:journalist:maureen_dowd\tconcept:worksfor\tconcept:website:new_york_times\nconcept:sportsteam:unlv_runnin_rebels\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:decatur\tconcept:subpartof\tconcept:stateorprovince:alabama\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personus:chien_ming_wang\nconcept:university:memphis\tconcept:organizationhiredperson\tconcept:coach:tommy_west\nconcept:city:palm_desert\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:jobs\nconcept:city:resources\tconcept:subpartoforganization\tconcept:governmentorganization:federal_government\nconcept:city:newport_news_hampton_wmsburg\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:website:new_york_times\tconcept:acquired\tconcept:blog:about_com\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:dungy\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wsmv_tv\nconcept:company:audible__com\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:male:world\tconcept:agentcontrols\tconcept:website:bill\nconcept:stateorprovince:south_dakota\tconcept:subpartof\tconcept:country:usa\nconcept:televisionstation:kmcb\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:governmentorganization:u_s__congress\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:person:chen\tconcept:worksfor\tconcept:website:youtube\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:company:press\nconcept:company:new_york\tconcept:agentcollaborateswithagent\tconcept:personus:joe_dimaggio\nconcept:coach:clemson\tconcept:agentcontrols\tconcept:coach:tommy_bowden\nconcept:musicartist:policy\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:judge:mr_\tconcept:subpartof\tconcept:room:house\nconcept:buildingfeature:american\tconcept:subpartof\tconcept:city:york\nconcept:sportsteam:citadel_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:texas_state_bobcats\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:department\tconcept:agentcontrols\tconcept:mediatype:white\nconcept:sportsteam:pennsylvania_quakers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:marshall_thundering_herd\nconcept:newspaper:tennessee\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:city:princeton\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:museum:steve\tconcept:subpartof\tconcept:company:apple001\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kcbd_tv\nconcept:website:herald_tribune\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:coach:tyrone_willingham\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:company:yahoo001\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:university:oracle\tconcept:organizationhiredperson\tconcept:person:ray_lane\nconcept:governmentorganization:department\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wwlp\nconcept:professor:david_pogue\tconcept:worksfor\tconcept:musicartist:times\nconcept:country:__america\tconcept:agentcollaborateswithagent\tconcept:personus:ken_lewis\nconcept:coach:urban_meyer\tconcept:worksfor\tconcept:university:uf\nconcept:website:wupw\tconcept:subpartof\tconcept:mountain:fox\nconcept:sportsteam:navy_midshipmen\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:chemical:wilmington\tconcept:subpartof\tconcept:musicartist:delaware\nconcept:stateorprovince:iowa_hawkeyes\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:baltimore_ravens\nconcept:city:herald\tconcept:agentcollaborateswithagent\tconcept:scientist:andres_oppenheimer\nconcept:stateorprovince:hawaii\tconcept:organizationhiredperson\tconcept:coach:greg_mcmackin\nconcept:coach:sarah_palin\tconcept:agentcollaborateswithagent\tconcept:person:mcca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t:stateorprovince:tennessee\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vanderbilt_commodores\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:coach:mike_shanahan\nconcept:geopoliticalorganization:new_england\tconcept:organizationhiredperson\tconcept:person:belichick\nconcept:vehicle:services\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:richmond_spiders\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:beverage:good_water\nconcept:televisionstation:wtmj_tv\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:university:oklahoma_state\tconcept:organizationhiredperson\tconcept:celebrity:sean_sutton\nconcept:visualizablescene:joplin\tconcept:subpartof\tconcept:company:missouri\nconcept:politicianus:senator_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:televisionstation:wnyt_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:city:lewisville\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:coach:gene_chizik\tconcept:worksfor\tconcept:university:auburn\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:personus:john_fleming\tconcept:worksfor\tconcept:continent:europe\nconcept:personus:joe_dimaggio\tconcept:agentcollaborateswithagent\tconcept:coach:new\nconcept:website:youtube\tconcept:subpartof\tconcept:product:google\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:governmentorganization:industry\nconcept:person:michael002\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:sportsteam:loyola_marymount_lions\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politicianus:president_bush\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:iowa_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:journalist:jon_decker\tconcept:worksfor\tconcept:company:reuters\nconcept:politicalparty:college\tconcept:organizationhiredperson\tconcept:coach:bear_bryant\nconcept:sportsteam:seahawks\tconcept:organizationhiredperson\tconcept:coach:jim_zorn\nconcept:county:indiana_university\tconcept:organizationhiredperson\tconcept:coach:bobby_knight\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:jim_boeheim\nconcept:athlete:lidstrom\tconcept:worksfor\tconcept:sportsteam:red_wings\nconcept:stateorprovince:illinois\tconcept:organizationhiredperson\tconcept:coach:ron_zook\nconcept:governmentorganization:united_nations\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:geopoliticallocation:usc_trojans\nconcept:sportsteam:northern_iowa_panthers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:journalist:maureen_dowd\tconcept:worksfor\tconcept:company:york_times\nconcept:coach:new_jersey_nets\tconcept:subpartof\tconcept:sportsleague:nba\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:three_water\nconcept:island:iceland\tconcept:organizationhiredperson\tconcept:male:malcolm_walker\nconcept:city:lafayette\tconcept:subpartof\tconcept:stateorprovince:indiana\nconcept:room:mission\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:emotion:ability\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:coach:shanahan\nconcept:televisionstation:wmaq\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:members\nconcept:politicianus:stephen_goldsmith\tconcept:worksfor\tconcept:televisionstation:indianapolis\nconcept:politicianus:bob\tconcept:agentbelongstoorganization\tconcept:recordlabel:friends\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:city:team\nconcept:politicsblog:guardian\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:company:flickr001\tconcept:subpartoforganization\tconcept:university:yahoo\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:musicalbum:two_years\nconcept:island:head\tconcept:subpartof\tconcept:physicalaction:hands\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:journalist:dan\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:koti\nconcept:plant:acer\tconcept:subpartof\tconcept:book:gateway\nconcept:stateorprovince:details\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:tony_dungy\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:professionalorganization:lions\tconcept:organizationhiredperson\tconcept:coach:jim_schwartz\nconcept:politicianus:ronald_reagan\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:terroristorganization:state\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:texas_tech_red_raiders\nconcept:person:tom_friedman\tconcept:worksfor\tconcept:musicartist:times\nconcept:university:oklahoma_state\tconcept:organizationhiredperson\tconcept:personaustralia:smith\nconcept:geopoliticallocation:ut\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:city:pullman\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:company:apple\tconcept:organizationterminatedperson\tconcept:politician:jobs\nconcept:coach:new\tconcept:subpartof\tconcept:city:communities\nconcept:female:universal_studios\tconcept:agentcollaborateswithagent\tconcept:person:ron_meyer\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wxia\nconcept:sportsteam:ohio_state_university\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:country:representative\nconcept:politician:jobs\tconcept:worksfor\tconcept:university:yahoo\nconcept:bank:viacom\tconcept:agentcontrols\tconcept:website:cbs\nconcept:creditunion:michigan\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:male:ideas\nconcept:country:iran\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:televisionstation:ksnw\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:room:dates\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:visualizablething:indoor_air\nconcept:blog:ksnf\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:biotechcompany:apple\tconcept:organizationterminatedperson\tconcept:politician:jobs\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:city:waukegan\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:writer:brian_billick\tconcept:worksfor\tconcept:county:baltimore\nconcept:vehicle:states\tconcept:subpartof\tconcept:website:east\nconcept:sportsteam:georgia_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:sven_goran_eriksson\tconcept:worksfor\tconcept:country:england\nconcept:city:sweden\tconcept:subpartof\tconcept:vehicle:countries\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:joe_biden\nconcept:journalist:bob_herbert\tconcept:worksfor\tconcept:website:new_york_times\nconcept:biotechcompany:apple\tconcept:agentcollaborateswithagent\tconcept:radiostation:job\nconcept:coach:stan_brock\tconcept:worksfor\tconcept:city:army\nconcept:coach:arkansas_razorbacks\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:visualizablething:use\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:university:wvu\tconcept:organizationhiredperson\tconcept:coach:bill_stewart\nconcept:politicianus:mrs__clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:new_orleans_saints\tconcept:organizationhiredperson\tconcept:coach:byron_scott\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:room:space\nconcept:city:army\tconcept:organizationhiredperson\tconcept:coach:stan_brock\nconcept:musicartist:secret_service\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:journalist:dan\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:sportsteam:chelsea_football_club\tconcept:subpartoforganization\tconcept:sportsleague:fa\nconcept:university:depaul\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:courts\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:company:nashua\tconcept:subpartof\tconcept:politicsblog:new_hampshire\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:university:arkansas_little_rock_trojans\nconcept:sportsteam:ohio_bobcats\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:musicalbum:safari\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:person:knight\nconcept:politician:jobs\tconcept:worksfor\tconcept:county:newton\nconcept:televisionstation:kamr_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:politician:jobs\tconcept:worksfor\tconcept:stateorprovince:last_year\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:beverage:hepa_air\nconcept:perceptionaction:council_bluffs\tconcept:subpartof\tconcept:musicalbum:iowa\nconcept:male:sun\tconcept:agentcollaborateswithagent\tconcept:personafrica:jonathan_schwartz\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:george_halas\nconcept:newspaper:krnv_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:company:pixar\tconcept:organizationterminatedperson\tconcept:personus:jobs\nconcept:university:ha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n_d_c\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:piped_water\nconcept:city:york\tconcept:subpartof\tconcept:country:united_states\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:green_bay_packers\nconcept:company:abebooks\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:transportation:central_air\nconcept:newspaper:journal\tconcept:agentcontrols\tconcept:newspaper:financial_times\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:person:rodriguez\nconcept:vehicle:services\tconcept:subpartof\tconcept:book:electricity\nconcept:sportsteam:eagles\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:room:house\nconcept:sportsteamposition:coordinator\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:umass_lowell_river_hawks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsequipment:new\tconcept:subpartof\tconcept:medicalprocedure:d_c\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:transportation:money\nconcept:automobilemaker:jeff_bezos\tconcept:agentbelongstoorganization\tconcept:governmentorganization:amazon_com\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:personaustralia:avery_johnson\nconcept:website:wdtn\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:geopoliticallocation:the_new_york\nconcept:biotechcompany:gateway_2000\tconcept:subpartof\tconcept:plant:acer\nconcept:personmexico:seattle_mariners\tconcept:agentcollaborateswithagent\tconcept:person:ichiro_suzuki\nconcept:coach:kansas_state\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:syracuse_orangemen\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:cal_state_northridge_matadors\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wfla_tv\nconcept:recordlabel:friends\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:website:orange\tconcept:subpartof\tconcept:company:france_telecom\nconcept:sportsteam:western_illinois\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:chemical:pipes\tconcept:subpartof\tconcept:planet:water_pipes\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:house\nconcept:governmentorganization:environmental_protection_agency\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:sportsteam:redskins\nconcept:newspaper:tribune\tconcept:agentcontrols\tconcept:website:new_york_times_a\nconcept:politicianus:senator_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:butler_bulldogs\nconcept:person:ronaldo\tconcept:worksfor\tconcept:sportsteam:man_utd\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:creighton_bluejays\nconcept:city:washington_d_c\tconcept:subpartof\tconcept:stateorprovince:district_of_columbia\nconcept:personnorthamerica:john_mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:palin\nconcept:website:wsmv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizablething:water_delivery\nconcept:coach:new_orleans_saints\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:sportsteam:rochester_yellow_jackets\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:texas\tconcept:organizationhiredperson\tconcept:coach:darrell_royal\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:smu_mustangs\nconcept:website:submit\tconcept:subpartoforganization\tconcept:blog:form\nconcept:company:nbc\tconcept:agentcontrols\tconcept:blog:ksnf\nconcept:company:cnn\tconcept:headquarteredin\tconcept:city:atlanta\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wstm\nconcept:televisionstation:wicu_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:room:homes\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:person:toomas_hendrik_ilves\tconcept:worksfor\tconcept:country:estonia\nconcept:televisionstation:kcen\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kgns_tv\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:coach:huggins\nconcept:politicianus:harry_reid\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:city:marietta\tconcept:subpartof\tconcept:stateorprovince:georgia\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:d_antoni\nconcept:company:aol\tconcept:acquired\tconcept:company:compuserve\nconcept:sportsteam:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:creditunion:kansas\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:tommy_tuberville\nconcept:politician:jobs\tconcept:worksfor\tconcept:automobilemaker:jeff_bezos\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:personus:jobs\nconcept:sportsteam:wichita_state_shockers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:planet:crisis\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:chemical:management\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:governmentorganization:office\tconcept:agentcontrols\tconcept:mediatype:white\nconcept:company:nbc\tconcept:agentcontrols\tconcept:writer:kfor\nconcept:politicianus:bill_clinton\tconcept:agentcontrols\tconcept:hotel:white\nconcept:judge:mr_\tconcept:topmemberoforganization\tconcept:company:apple002\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:houston_cougars\nconcept:mountain:fox\tconcept:agentcollaborateswithagent\tconcept:actor:chris_wallace\nconcept:personaustralia:smith\tconcept:worksfor\tconcept:sportsteam:falcons\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:commission\nconcept:politician:bill_purcell\tconcept:worksfor\tconcept:city:nashville\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:gov__sarah_palin\nconcept:coach:mariucci\tconcept:worksfor\tconcept:sportsteam:detroit_lions\nconcept:country:new_zealand\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:person:bill\tconcept:worksfor\tconcept:university:microsoft\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:samford_bulldogs\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:personcanada:ken_whisenhunt\nconcept:person:brit_hume\tconcept:agentbelongstoorganization\tconcept:company:fox\nconcept:city:seaside\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:sportsleague:western_conference\tconcept:agentcollaborateswithagent\tconcept:coach:san_antonio_spurs\nconcept:bedroomitem:system\tconcept:subpartof\tconcept:transportation:separate_air\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:female:hilary\nconcept:perceptionaction:waterloo\tconcept:subpartof\tconcept:musicalbum:iowa\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:coach:kiffin\nconcept:sportsteam:boston_celtics\tconcept:organizationhiredperson\tconcept:coach:doc_rivers\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:female:angels\nconcept:sportsteam:washington_state\tconcept:organizationhiredperson\tconcept:personaustralia:tony_bennett\nconcept:geopoliticallocation:agencies\tconcept:subpartoforganization\tconcept:stateorprovince:california\nconcept:televisionstation:knsd\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kxas_tv\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pittsburgh_panthers\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:coach:bo_pelini\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:politicianus:jim\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rhode_island_rams\nconcept:newspaper:wics_tv\tconcept:subpartoforganization\tconcept:city:abc\nconcept:city:decatur\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:beach:conway\tconcept:subpartof\tconcept:book:arkansas\nconcept:nongovorganization:u_s_\tconcept:organizationterminatedperson\tconcept:coach:tony_dicicco\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:procedures\nconcept:city:texas\tconcept:agentcontrols\tconcept:programminglanguage:services\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:eastern_michigan_eagles\nconcept:coach:new_york_jets\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:creditunion:kansas\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:politicianus:jimmy_carter\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:county:baltimore\tconcept:organizationhiredperson\tconcept:writer:brian_billick\nconcept:coach:schiano\tconcept:worksfor\tconcept:university:rutgers\nconcept:university:uconn\tconcept:organizationhiredperson\tconcept:coach:randy_edsall\nconcept:recordlabel:universal\tconcept:subpartoforganization\tconcept:company:vivendi_games\nconcept:governmentorganization:intelligence_community\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:charleston_cougars\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_coll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editunion:kansas\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:coach:new\tconcept:agentcollaborateswithagent\tconcept:personus:joe_dimaggio\nconcept:sportsteam:alabama_crimson_tide\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:western_michigan_broncos\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:microsoft\tconcept:acquired\tconcept:company:connectix\nconcept:county:brooklyn\tconcept:subpartof\tconcept:company:new_york\nconcept:website:aol_video\tconcept:subpartoforganization\tconcept:website:netscape\nconcept:comedian:oklahoma\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:chowan_braves\tconcept:agentcollaborateswithagent\tconcept:personus:andruw_jones\nconcept:city:rolla\tconcept:subpartof\tconcept:company:missouri\nconcept:vehicle:states\tconcept:subpartof\tconcept:emotion:east_coast\nconcept:sportsteam:south_dakota_st_jackrabbits\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:university:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:decatur\tconcept:subpartof\tconcept:stateorprovince:georgia\nconcept:personaustralia:jobs\tconcept:worksfor\tconcept:publication:people_\nconcept:city:resources\tconcept:subpartoforganization\tconcept:governmentorganization:government\nconcept:magazine:orlando\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:sportsteam:texas_longhorns\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politicianus:newt_gingrich\tconcept:worksfor\tconcept:company:fox\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:museum:new_york_times\nconcept:company:north_carolina\tconcept:acquired\tconcept:company:services\nconcept:university:wvu\tconcept:organizationhiredperson\tconcept:personmexico:stewart\nconcept:year:n1978\tconcept:subpartof\tconcept:city:texas\nconcept:nongovorganization:committees\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:knsd\nconcept:bank:ups_ground_shipping\tconcept:organizationheadquarteredincity\tconcept:city:atlanta\nconcept:journalist:bob_herbert\tconcept:worksfor\tconcept:website:the_new_york_times\nconcept:governmentorganization:representatives\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wwbt_tv\nconcept:museum:facilities\tconcept:subpartof\tconcept:crustacean:toilet\nconcept:biotechcompany:avon\tconcept:organizationterminatedperson\tconcept:ceo:andrea_jung\nconcept:coach:dungy\tconcept:worksfor\tconcept:sportsteam:colts\nconcept:country:england\tconcept:organizationhiredperson\tconcept:personaustralia:hope_powell\nconcept:sportsteam:texas_a_m\tconcept:organizationhiredperson\tconcept:personmexico:billy_gillispie\nconcept:website:netscape\tconcept:subpartoforganization\tconcept:website:aol_video\nconcept:coach:mitch_williams\tconcept:worksfor\tconcept:sportsteam:raptors\nconcept:company:aol\tconcept:agentcollaborateswithagent\tconcept:ceo:steve_case\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kobi\nconcept:programminglanguage:the_new\tconcept:subpartof\tconcept:bodypart:art\nconcept:website:kcbd_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:personmexico:antonio_villaraigosa\tconcept:worksfor\tconcept:company:los_angeles\nconcept:blog:myspace\tconcept:subpartoforganization\tconcept:biotechcompany:newscorp\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:tradeunion:congress\nconcept:mlalgorithm:solutions\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:person:steven\tconcept:worksfor\tconcept:company:apple002\nconcept:geopoliticallocation:wayne\tconcept:subpartof\tconcept:bridge:new_jersey\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:mac\nconcept:sportsteamposition:centre\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:utep_miners\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:city:number\nconcept:publication:people_\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:chemical:management\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:coach:d_antoni\nconcept:athlete:john_brady\tconcept:worksfor\tconcept:sportsteam:lsu\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:stateorprovince:wyoming_cowboys\nconcept:sportsteam:georgia_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:governmentorganization:fema\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:baylor_bears\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:musicalbum:jackson\tconcept:subpart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ncept:city:longmont\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:city:home\tconcept:organizationheadquarteredincity\tconcept:city:la\nconcept:coach:al_arbour\tconcept:worksfor\tconcept:sportsteam:leafs\nconcept:sportsteam:syracuse_orangemen\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:saban\nconcept:company:shelfari\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:museum:facilities\tconcept:subpartof\tconcept:beverage:safe_water\nconcept:city:sterling\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:vehicle:door\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:kansas_city_chiefs\nconcept:person:john003\tconcept:worksfor\tconcept:stateorprovince:times\nconcept:county:detroit\tconcept:subpartof\tconcept:geopoliticallocation:wayne\nconcept:city:home\tconcept:subpartof\tconcept:landscapefeatures:hot_water\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:man\nconcept:vehicle:states\tconcept:subpartof\tconcept:buildingmaterial:middle_east\nconcept:journalist:tom_brokaw\tconcept:worksfor\tconcept:company:nbc\nconcept:governmentorganization:national_security_council\tconcept:subpartoforganization\tconcept:country:republic_of_armenia\nconcept:company:sun_microsystems001\tconcept:acquired\tconcept:company:mysql_ab\nconcept:country:germany\tconcept:subpartof\tconcept:vehicle:countries\nconcept:company:postini\tconcept:subpartoforganization\tconcept:university:google\nconcept:country:england\tconcept:organizationhiredperson\tconcept:personaustralia:bobby_robson\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:ron_paul\nconcept:person:lane_kiffin\tconcept:worksfor\tconcept:newspaper:tennessee\nconcept:person:greg001\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:vehicle:states\tconcept:subpartof\tconcept:geopoliticallocation:midwestern\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:comedian:richard\nconcept:company:case\tconcept:agentbelongstoorganization\tconcept:company:aol\nconcept:company:new_york\tconcept:agentcollaborateswithagent\tconcept:personus:jason_giambi\nconcept:televisionstation:kxan_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:sportsteam:bucs\tconcept:organizationhiredperson\tconcept:coach:jon_gruden\nconcept:city:texas\tconcept:organizationhiredperson\tconcept:personmexico:mack_brown\nconcept:bedroomitem:rate\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:jim_mora\tconcept:worksfor\tconcept:sportsteam:falcons\nconcept:city:washington_d_c\tconcept:subpartof\tconcept:aquarium:u__s_\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:stateorprovince:public\nconcept:politicianus:nancy_pelosi\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:ceo:samuel_j__palmisano\tconcept:topmemberoforganization\tconcept:company:ibm\nconcept:city:home\tconcept:agentcollaborateswithagent\tconcept:personasia:full_contact\nconcept:blog:roger_ailes\tconcept:agentcontrols\tconcept:mountain:fox\nconcept:company:cnn\tconcept:agentcollaborateswithagent\tconcept:journalist:soledad_o_brien\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:king_tv\nconcept:county:tallahassee\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_marks\nconcept:politicianus:george_w__bush\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:televisionshow:teams\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:flyers_playoff_tickets\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:person:butler001\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:coach:herm_edwards\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:team\nconcept:stateorprovince:volunteer\tconcept:organizationhiredperson\tconcept:coach:philip_fulmer\nconcept:sportsteam:illinois_fighting_illini\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:ibm\tconcept:acquired\tconcept:company:informix\nconcept:city:army\tconcept:organizationhiredperson\tconcept:coach:bobby_ross\nconcept:personus:officials\tconcept:agentcollaborateswithagent\tconcept:person:state\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:todd_bowles\nconcept:mlalgorithm:solutions\tconcept:subpartof\tconcept:beverage:integrated_water\nconcept:person:pat_riley\tconcept:worksfor\tconcept:sportsteam:los_angeles_lakers\nconcept:person:miley_cyrus\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:vehicle:states\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:celebrity:davidson_wildcats\tconcept:subpartof\tconcept:sportsteam:ncaa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pt:website:technology\tconcept:agentcollaborateswithagent\tconcept:person:state\nconcept:televisionnetwork:cbs\tconcept:agentcollaborateswithagent\tconcept:comedian:leslie_moonves\nconcept:sportsteam:richmond_spiders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:arizona\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:city:pittsburgh\tconcept:agentcollaborateswithagent\tconcept:person:nate_mclouth\nconcept:sportsteam:unc_asheville_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:recordlabel:universal\tconcept:organizationterminatedperson\tconcept:person:ron_meyer\nconcept:coach:new\tconcept:subpartof\tconcept:country:australia\nconcept:website:amazon\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:coach:louisville\tconcept:subpartof\tconcept:coach:kentucky\nconcept:governmentorganization:department\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:company:north_carolina\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:terry_porter\nconcept:sportsteam:capitals\tconcept:organizationhiredperson\tconcept:athlete:ovechkin\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:hallwayitem:market\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:country:russia\tconcept:organizationhiredperson\tconcept:coach:hiddink\nconcept:televisionstation:wsmv_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:company:nbc\tconcept:agentcontrols\tconcept:politicsblog:wis\nconcept:sportsteam:georgia_tech\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:renton\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:room:levels\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:coach:mike_martz\tconcept:worksfor\tconcept:sportsteam:rams\nconcept:magazine:life\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:company:daily_news001\tconcept:organizationheadquarteredincity\tconcept:county:los_angeles_county\nconcept:vehicle:services\tconcept:subpartof\tconcept:room:sewer\nconcept:coach:herm_edwards\tconcept:worksfor\tconcept:sportsteam:kansas_city_chiefs\nconcept:city:team\tconcept:organizationhiredperson\tconcept:coach:hiddink\nconcept:automobilemaker:ford\tconcept:companyeconomicsector\tconcept:economicsector:auto\nconcept:televisionstation:wncn_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:building:new_york_area\nconcept:sportsteam:albany_great_danes\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:colorado_state_rams\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:county:brandon\tconcept:subpartof\tconcept:city:florida\nconcept:governmentorganization:fbi\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:sportsteam:vols\tconcept:organizationhiredperson\tconcept:coach:philip_fulmer\nconcept:televisionstation:khq__tv\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:actor:the_washington\nconcept:company:acer\tconcept:agentcontrols\tconcept:website:gateway\nconcept:musicartist:season\tconcept:organizationhiredperson\tconcept:personcanada:ken_whisenhunt\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:athlete:ray_mears\nconcept:city:tirana\tconcept:subpartof\tconcept:country:albania\nconcept:sportsteam:albany_great_danes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:ceo:terry_semel\tconcept:worksfor\tconcept:website:yahoo_mail\nconcept:person:mark001\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:austin_peay_governors\nconcept:city:lincoln\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:new_york_giants\nconcept:sportsteam:illini\tconcept:organizationhiredperson\tconcept:coach:bruce_weber\nconcept:sportsteam:new_york_jets\tconcept:organizationhiredperson\tconcept:coach:mangini\nconcept:book:romania\tconcept:subpartof\tconcept:vehicle:countries\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:saban\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:whdh\nconcept:politician:jobs\tconcept:subpartof\tconcept:professionalorganization:apple_inc\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bowling_green_falcons\nconcept:journalist:ann_curry\tconcept:worksfor\tconcept:blog:today\nconcept:sportsteam:emory_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:radiostation:canton\tconcept:subpartof\tconcept:university:ohio\nconcept:geopoliticalorganization:web_site\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:personcanada:usa_today\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:politician:dodd\nconcept:coach:jeff_jagodzinski\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:televisionstation:khas_tv\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:nongovorganization:u_s_\tconcept:organizationhiredperson\tconcept:coach:bruce_arena\nconcept:stateorprovince:pensacola\tconcept:subpartof\tconcept:city:florida\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:musicalbum:decades\nconcept:city:texas\tconcept:organizationterminatedperson\tconcept:person:t__boone_pickens\nconcept:city:scranton\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:athlete:herman_edwards\tconcept:worksfor\tconcept:sportsteam:kansas_city_chiefs\nconcept:city:deal\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:newspaper:philadelphia_inquirer\tconcept:organizationterminatedperson\tconcept:person:brian_tierney\nconcept:city:palo_alto\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:sportsteam:brazil\tconcept:organizationhiredperson\tconcept:coach:dunga\nconcept:room:back\tconcept:subpartof\tconcept:academicfield:one_hand\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:university:newsweek\nconcept:coach:clemson\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:city:brooklyn\tconcept:subpartof\tconcept:county:york_city\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:industrial_air\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:beverage:tankless_water\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:paul_rhoads\nconcept:coach:new_york_giants\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:sportsteam:grambling_tigers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:david_martin\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tennessee_volunteers\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:personus:fred_mcgriff\nconcept:sportsteam:la_salle_explorers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:race:taxes\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:roadaccidentevent:authorities\nconcept:city:home\tconcept:agentcontrols\tconcept:nonneginteger:one\nconcept:person:edward_r__murrow\tconcept:worksfor\tconcept:televisionnetwork:cbs\nconcept:sportsleague:western_conference\tconcept:agentcollaborateswithagent\tconcept:sportsteam:suns\nconcept:coach:randy_wittman\tconcept:worksfor\tconcept:sportsteam:timberwolves\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:domestic_water\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:kevin001\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:safe_water\nconcept:coach:new\tconcept:subpartof\tconcept:city:boston\nconcept:politician:ashley_swearengin\tconcept:worksfor\tconcept:terroristorganization:fresno\nconcept:newspaper:alabama\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:city:rio\tconcept:subpartof\tconcept:sportsteam:brazil\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:male:sen__barack_obama\nconcept:personus:roger_smith\tconcept:topmemberoforganization\tconcept:company:general_motors\nconcept:university:google\tconcept:organizationhiredperson\tconcept:person:home001\nconcept:sportsteam:jacksonville_jaguars\tconcept:organizationhiredperson\tconcept:coach:jack_del_rio\nconcept:sportsteam:louisiana_lafayette_ragin_cajuns\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mountain:fox\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:oliver_north\nconcept:company:services\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:company:microsoft_corporation\tconcept:acquired\tconcept:company:tellme\nconcept:governmentorganization:government\tconcept:organizationhiredperson\tconcept:person:republican\nconcept:county:utah\tconcept:organizationhiredperson\tconcept:visualartist:meyer\nconcept:city:washington_d_c\tconcept:subpartof\tconcept:nongovorganization:u_s_\nconcept:politicianus:gov__sarah_palin\tconcept:agentcollaborateswithagent\tconcept:person:republican\nconcept:sportsteam:new_england_patriots\tconcept:agentcollaborateswithagent\tconcept:personcanada:robert_kraft\nconcept:university:loyola\tconcept:organizationhiredperson\tconcept:coach:jimmy_patsos\nconcept:person:larry_ellison\tconcept:topmemberoforganization\tconcept:company:oracle\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:weatherphenomenon:land\nconcept:buildingfeature:home\tconcept:subpartof\tconcept:beverage:electric_water\nconcept:physicalaction:materials\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:televisionstation:ketk\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:city:chula_vista\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:male:dave_wannstedt\tconcept:worksfor\tconcept:county:miami\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:hallwayitem:fuel\nconcept:coach:raheem_morris\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:company:alta_vista\tconcept:acquired\tconcept:company:overture\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bradley_braves\nconcept:automobilemaker:daewoo\tconcept:subpartoforganization\tconcept:stateorprovince:general_motors\nconcept:university:france_telecom\tconcept:subpartof\tconcept:website:orange\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kamr_tv\nconcept:stateorprovince:illinois\tconcept:organizationhiredperson\tconcept:coach:bruce_weber\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:supreme_court\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:missouri_western_state_griffons\nconcept:sportsteam:johns_hopkins_blue_jays\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:officers\nconcept:coach:robert_neyland\tconcept:worksfor\tconcept:newspaper:tennessee\nconcept:sportsequipment:officials\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:governmentorganization:department\tconcept:organizationhiredperson\tconcept:coach:clinton_white\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:mountain:fox\nconcept:county:records\tconcept:agentcontrols\tconcept:clothing:white\nconcept:city:dallas\tconcept:subpartof\tconcept:university:u_t_\nconcept:governmentorganization:iowa\tconcept:organizationhiredperson\tconcept:coach:dan_gable\nconcept:company:cnn_\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:coach:bill_walsh\nconcept:city:florida\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:body\nconcept:city:georgetown\tconcept:organizationhiredperson\tconcept:male:john_thompson_iii\nconcept:sportsteam:northern_iowa_panthers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:transportation:stations\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:company:dow_jones\tconcept:acquired\tconcept:newspaper:wall_street_journal\nconcept:blog:wood_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:politicaloffice:office\tconcept:subpartof\tconcept:musicalbum:air\nconcept:person:meg_whitman\tconcept:worksfor\tconcept:company:ebay001\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politician:congress\nconcept:city:castle_rock\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:coach:bruce_arena\tconcept:worksfor\tconcept:nongovorganization:u_s_\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arizona_wildcats\nconcept:sportsteam:terps\tconcept:organizationhiredperson\tconcept:celebrity:gary_williams\nconcept:company:post\tconcept:headquarteredin\tconcept:county:los_angeles_county\nconcept:university:kentucky\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:river:klamath\tconcept:subpartof\tconcept:politicsissue:oregon\nconcept:university:temple\tconcept:organizationhiredperson\tconcept:professor:john_chaney\nconcept:politicianus:dick_cheney\tconcept:agentcollaborateswithagent\tconcept:person:republican\nconcept:blog:goal\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:academicfield:certification\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:clearwater\tconcept:subpartof\tconcept:city:florida\nconcept:geopoliticallocation:kerry\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:nongovorganization:committees\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:guus_hiddink\tconcept:worksfor\tconcept:country:russia\nconcept:book:print\tconcept:subpartof\tconcept:musicsong:form\nconcept:sportsteam:oregon_ducks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:date:services\tconcept:subpartof\tconcept:city:texas\nconcept:stateorprovince:indiana\tconcept:organizationterminatedperson\tconcept:coach:hoeppner\nconcept:politician:jobs\tconcept:worksfor\tconcept:geopoliticallocation:world\nconcept:stateorprovince:arkansas\tconcept:organizationhiredperson\tconcept:coach:nolan_richardson\nconcept:visualizablething:scottsdale\tconcept:subpartof\tconcept:beverage:arizona\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:coach:billy_gillespie\nconcept:city:home\tconcept:subpartof\tconcept:stateorprovince:contact\nconcept:shoppingmall:pompano_beach\tconcept:subpartof\tconcept:city:florida\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:eastern_kentucky_colonels\nconcept:museum:facilities\tconcept:subpartof\tconcept:bathroomitem:water_treatment\nconcept:plant:acer\tconcept:subpartof\tconcept:biotechcompany:gateway_2000\nconcept:personaustralia:tubby_smith\tconcept:worksfor\tconcept:university:kentucky\nconcept:city:louisville\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:person:stephen\tconcept:topmemberoforganization\tconcept:company:apple002\nconcept:stateorprovince:indiana\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:vehicle:mail\tconcept:subpartof\tconcept:musicsong:form\nconcept:company:nbc\tconcept:agentcontrols\tconcept:newspaper:kob_tv\nconcept:sportsteam:virginia_tech_hokies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personus:party\tconcept:agentcollaborateswithagent\tconcept:politicianus:palin\nconcept:stateorprovince:ole_miss\tconcept:organizationhiredperson\tconcept:coach:ed_orgeron\nconcept:vehicle:services\tconcept:subpartof\tconcept:musicalbum:power\nconcept:televisionstation:wcmh_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:automobilemaker:saab\tconcept:organizationheadquarteredincity\tconcept:city:pittsburgh\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wdsu_tv\nconcept:sportsteam:penn_state_nittany_lions\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:geopoliticallocation:security\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:tulane_green_wave\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:journalist:thomas_friedman\tconcept:worksfor\tconcept:website:new_york_times\nconcept:book:amsterdam\tconcept:subpartof\tconcept:agent:netherlands\nconcept:blog:wsls\tconcept:organizationheadquarteredincity\tconcept:city:roanoke\nconcept:company:arizona\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:person:john003\tconcept:worksfor\tconcept:company:nyt\nconcept:profession:spokane\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:person:duke\tconcept:agentcontrols\tconcept:personaustralia:mike_krzyzewski\nconcept:city:aurora\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:celebrity:ian_kennedy\nconcept:sportsteam:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsteam:georgia_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:ibm\tconcept:acquired\tconcept:company:micromuse\nconcept:televisionstation:weau_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:scientist:mikhail_gorbachev\tconcept:worksfor\tconcept:organization:soviet\nconcept:personmexico:ncaa\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ohio_state_buckeyes\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:capital\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:kwwl\nconcept:personnorthamerica:minnesota\tconcept:agentcontrols\tconcept:coach:dennis_green\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:wallitem:effort\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:product:apple_tv\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:physicalaction:materials\nconcept:company:disney\tconcept:organizationhiredperson\tconcept:ceo:jeffrey_katzenberg\nconcept:sportsteam:auburn_university\tconcept:organizationhiredperson\tconcept:coach:tommy_tuberville\nconcept:sportsteam:pirates\tconcept:organizationhiredperson\tconcept:coach:skip_holtz\nconcept:creditunion:prescott\tconcept:subpartof\tconcept:beverage:arizona\nconcept:company:amazon_com_inc\tconcept:organizationterminatedperson\tconcept:personus:jeff_bezos\nconcept:vehicle:services\tconcept:subpartof\tconcept:visualizableattribute:cost_effective_water\nconcept:county:columbus\tconcept:subpartof\tconcept:emotion:mississippi\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:san_diego_state_aztecs\nconcept:city:hampton\tconcept:subpartof\tconcept:stateorprovince:virginia\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:army_black_knights\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:home_air\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rice_owls\nconcept:city:titusville\tconcept:subpartof\tconcept:city:florida\nconcept:politicsblog:tribune\tconcept:agentcontrols\tconcept:televisionstation:los_angeles_times\nconcept:personmexico:ncaa\tc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ersonmexico:ryan_whitney\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:boeheim\nconcept:person:john003\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:magazine:charlotte\tconcept:subpartof\tconcept:company:north_carolina\nconcept:actor:chris_wallace\tconcept:worksfor\tconcept:governmentorganization:fox_news\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:arkansas_razorbacks\nconcept:city:upland\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:city:home\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:city:challenge\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:pittsburgh_panthers\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personus:john_edwards\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:integrated_water\nconcept:room:house\tconcept:subpartof\tconcept:landscapefeatures:hot_water\nconcept:sportsteam:cameron_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:televisionstation:king_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:experts\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:website:koki_tv\tconcept:subpartof\tconcept:mountain:fox\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:efforts\nconcept:blog:myspace\tconcept:acquired\tconcept:biotechcompany:newscorp\nconcept:comedian:day\tconcept:subpartof\tconcept:website:blood\nconcept:physicalaction:hands\tconcept:subpartof\tconcept:beverage:warm_water\nconcept:sportsteam:bruins\tconcept:organizationhiredperson\tconcept:coach:claude_julien\nconcept:musician:agencies\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:current_water\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:televisionshow:confederate_money\nconcept:country:left_parties\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:company:nbc\tconcept:agentcontrols\tconcept:website:wsmv\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:emory_eagles\nconcept:city:porterville\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:terroristorganization:money\tconcept:agentcontrols\tconcept:vehicle:government\nconcept:country:argentina\tconcept:organizationhiredperson\tconcept:coach:marcelo_bielsa\nconcept:politicianus:hillary_clinton\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:north_dakota_fighting_sioux\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizableattribute:proper_water\nconcept:coach:lovie_smith\tconcept:worksfor\tconcept:county:chicago\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:person:crew\nconcept:company:microsoft\tconcept:acquired\tconcept:company:placeware\nconcept:coach:mark_mangino\tconcept:subpartof\tconcept:creditunion:kansas\nconcept:televisionstation:wstm\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:sportsteam:hokies\tconcept:organizationhiredperson\tconcept:coach:frank_beamer\nconcept:company:los_angeles\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:city:york\tconcept:subpartof\tconcept:musicalbum:us\nconcept:university:purdue\tconcept:organizationhiredperson\tconcept:coach:joe_tiller\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:hallwayitem:areas\nconcept:company:placeware\tconcept:subpartoforganization\tconcept:university:microsoft\nconcept:website:trip\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:london_city\tconcept:organizationhiredperson\tconcept:politician:boris_johnson\nconcept:personus:party\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:governmentorganization:services\tconcept:subpartoforganization\tconcept:governmentorganization:government\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:greg_robinson\nconcept:country:saudis\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:coach:bob_devaney\nconcept:televisionstation:wvtm_tv\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:coach:dan_reeves\nconcept:person:bill\tconcept:topmemberoforganization\tconcept:biotechcompany:microsoft_corp\nconcept:newspaper:new_hampshire\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:company:gates\tconcept:agentcollaborateswithagent\tconcept:company:microsoft\nconcept:sportsteam:new_england_patriots\tconcept:agentcontrols\tconcept:personcanada:robert_kraft\nconcept:scientist:marc_andreessen\tconcept:topmemberoforganization\tconcept:website:netscape\nconcept:country:mexico\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:coach:clemson\tconcept:agentcollaborateswithagent\tconcept:coach:dabo_swinney\nconcept:sportsteam:santa_clara_broncos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:arizona_state_sun_devils\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:muffet_mcgraw\nconcept:company:ibm\tconcept:companyeconomicsector\tconcept:economicsector:electronics\nconcept:sportsteam:ohio_state_university\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:publication:people_\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:person:miley_cyrus\nconcept:sportsteam:memphis_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:mike_martz\tconcept:worksfor\tconcept:sportsteam:st_louis_rams\nconcept:company:disney\tconcept:acquired\tconcept:televisionnetwork:abc\nconcept:sportsteam:san_diego_padres\tconcept:organizationhiredperson\tconcept:coach:chuck_long\nconcept:city:home\tconcept:subpartof\tconcept:geopoliticallocation:air_conditioning\nconcept:sportsteam:bears_29_17\tconcept:organizationhiredperson\tconcept:coach:lovie_smith\nconcept:company:oracle\tconcept:acquired\tconcept:company:siebel\nconcept:journalist:dan\tconcept:subpartof\tconcept:website:cbs\nconcept:hallwayitem:areas\tconcept:subpartof\tconcept:website:blood\nconcept:city:centre\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:person:riley001\tconcept:worksfor\tconcept:sportsteam:sd_chargers\nconcept:newspaper:kgw_tv\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:gonzaga_bulldogs\nconcept:mlalgorithm:solutions\tconcept:subpartof\tconcept:politicsissue:innovative_water\nconcept:musicartist:times\tconcept:agentcollaborateswithagent\tconcept:journalist:bob_herbert\nconcept:city:pittsburgh\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:davidson_wildcats\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:beverage:professional_water\nconcept:televisionstation:kcfw_tv\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:televisionstation:wmaq\tconcept:subpartoforganization\tconcept:televisionnetwork:nbc_universal\nconcept:company:tiger\tconcept:organizationhiredperson\tconcept:coach:john_calipari\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:politicianus:forbes\nconcept:city:tampa_bay\tconcept:agentcontrols\tconcept:charactertrait:dungy\nconcept:athlete:ukraine\tconcept:subpartof\tconcept:vehicle:countries\nconcept:city:richland\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:plant:palm\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:televisionstation:king_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:coach:baltimore_ravens\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:sportsteam:cavs\tconcept:organizationhiredperson\tconcept:writer:brown\nconcept:city:florida\tconcept:organizationhiredperson\tconcept:politician:alex_sink\nconcept:vehicle:services\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:room:house\tconcept:subpartof\tconcept:academicfield:natural_gas\nconcept:writer:walter_veltroni\tconcept:worksfor\tconcept:city:rome\nconcept:sportsteam:maryland\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionnetwork:cbs\tconcept:acquired\tconcept:newspaper:cnet_\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:greensboro\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:next_computer\nconcept:sportsteam:minnesota_twins\tconcept:agentcollaborateswithagent\tconcept:personus:torii_hunter\nconcept:company:kayak\tconcept:companyeconomicsector\tconcept:economicsector:travel\nconcept:city:mcallen\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:city:sarasota\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:tampa_bay_lightning\tconcept:organizationhiredperson\tconcept:coach:barry_melrose\nconcept:sportsteam:habs\tconcept:agentcollaborateswithagent\tconcept:athlete:andrei_markov\nconcept:city:st__louis\tconcept:subpartof\tconcept:stateorprovince:missouri\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:wvit_tv\nconcept:person:tony_snow\tconcept:worksfor\tconcept:musicartist:news\nconcept:vehicle:states\tconcept:subpartof\tconcept:transportation:southeastern\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:book:things\nconcept:sportsteam:missouri_state_bears\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:coach:georgetown\tconcept:agentcontrols\tconcept:male:john_thompson_iii\nconcept:city:davidson\tconcept:organizationhiredperson\tconcept:coach:bob_mckillop\nconcept:room:house\tconcept:subpartof\tconcept:kitchenitem:cold_water\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:politician:adrian_fenty\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sportsteam:carlos_pena\nconcept:building:hollywood\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:dino_gaudio\nconcept:city:arlington\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:blog:google\tconcept:acquired\tconcept:website:panoramio\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:website:boards\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:book:suburbs\nconcept:website:kten\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:city:fayetteville\tconcept:subpartof\tconcept:stateorprovince:north_carolina\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:permanent_water\nconcept:politician:han_zheng\tconcept:worksfor\tconcept:city:shanghai\nconcept:city:lodi\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:musician:price\nconcept:writer:dover\tconcept:subpartof\tconcept:musicartist:delaware\nconcept:person:ron_meyer\tconcept:topmemberoforganization\tconcept:company:universal_studios\nconcept:city:contract\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:extra_days\nconcept:sportsteam:minnesota_vikings\tconcept:organizationhiredperson\tconcept:personmexico:mike_tice\nconcept:building:town\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:county:high_school\tconcept:agentcontrols\tconcept:automobilemodel:jim\nconcept:politician:geraldine_ferraro\tconcept:agentcollaborateswithagent\tconcept:politician:clinton\nconcept:vehicle:states\tconcept:subpartof\tconcept:musicartist:health\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:personmexico:scott_kazmir\nconcept:biotechcompany:section\tconcept:agentbelongstoorganization\tconcept:stateorprovince:contact\nconcept:room:properties\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:maryland\tconcept:organizationhiredperson\tconcept:coach:ralph_friedgen\nconcept:director:committee\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:delaware_blue_hens\nconcept:coach:new\tconcept:subpartof\tconcept:island:polynesia\nconcept:landscapefeatures:village\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:geopoliticalorganization:e_mail\tconcept:subpartoforganization\tconcept:blog:form\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:more_information\nconcept:sportsteam:new_york_mets\tconcept:organizationhiredperson\tconcept:personus:willie_randolph\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:clothing:sites\nconcept:company:national_city\tconcept:headquarteredin\tconcept:city:cleveland\nconcept:vehicle:states\tconcept:subpartof\tconcept:actor:western\nconcept:sportsteam:nc_state\tconcept:organizationhiredperson\tconcept:coach:sidney_lowe\nconcept:city:sabres\tconcept:subpartof\tconcept:sportsleague:nhl\nconcept:governmentorganization:action\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:island:proposal\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:website:times_newspapers\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:bank:viacom\tconcept:organizationhiredperson\tconcept:personcanada:sumner_redstone\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:coach:neuheisel\nconcept:weapon:case\tconcept:subpartof\tconcept:mldataset:aol\nconcept:city:johnstown\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:county:new_mexico\tconcept:organizationhiredperson\tconcept:coach:rocky_long\nconcept:governmentorganization:cabinet\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:coach:philip_fulmer\tconcept:subpartof\tconcept:musicalbum:tennessee\nconcept:company:overture\tconcept:acquired\tconcept:website:altavista_com\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:celebrity:safari\nconcept:website:clients\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:mi\tconcept:subpartof\tconcept:country:usa\nconcept:vehicle:states\tconcept:subpartof\tconcept:lake:great_lakes\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bucknell_bison\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:grey_water\nconcept:visualizablething:environments\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:alabama_a_m_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:tel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bc\tconcept:agentcontrols\tconcept:televisionstation:wvtm_tv\nconcept:sportsteam:iupui_jaguars\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:politicianus:presidential_candidate_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:university:new_mexico_state\tconcept:organizationhiredperson\tconcept:coach:reggie_theus\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:vehicle:states\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kndu\nconcept:newspaper:texas\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:shoppingmall:columbia\tconcept:subpartof\tconcept:company:missouri\nconcept:politicianus:george_w_bush\tconcept:agentcontrols\tconcept:hotel:white\nconcept:county:las_vegas\tconcept:subpartof\tconcept:radiostation:nevada\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:alabama_crimson_tide\nconcept:sportsleague:nba\tconcept:agentcontrols\tconcept:coach:san_antonio_spurs\nconcept:city:emeryville\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:new_york_jets\nconcept:company:nbc\tconcept:agentcontrols\tconcept:company:wthr_tv\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:beverage:improved_water\nconcept:stateorprovince:connecticut\tconcept:organizationhiredperson\tconcept:coach:randy_edsall\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:minnesota_duluth_bulldogs\nconcept:city:service\tconcept:agentcontrols\tconcept:museum:steve\nconcept:coach:bill_walsh\tconcept:worksfor\tconcept:automobilemaker:dallas_cowboys\nconcept:blog:wood_tv\tconcept:agentcollaborateswithagent\tconcept:company:nbc\nconcept:company:nbc\tconcept:agentcontrols\tconcept:televisionstation:kvbc\nconcept:company:north_carolina\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionnetwork:cbs\tconcept:companyeconomicsector\tconcept:politicsissue:entertainment\nconcept:politicianus:mike_krzyzewski\tconcept:agentcollaborateswithagent\tconcept:person:duke\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:nongovorganization:gop\nconcept:governmentorganization:department\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:sportsteam:washington_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:wright_state_raiders\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:andrew001\nconcept:room:house\tconcept:subpartof\tconcept:visualizablething:indoor_air\nconcept:geopoliticalorganization:new_england\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:athlete:herman_edwards\nconcept:person:les_moonves\tconcept:topmemberoforganization\tconcept:televisionnetwork:cbs\nconcept:stateorprovince:indiana\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:morehouse_maroon_tigers\nconcept:coach:larry_coker\tconcept:worksfor\tconcept:county:miami\nconcept:sportsteam:timberwolves\tconcept:organizationhiredperson\tconcept:coach:randy_wittman\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:morehead_state_eagles\nconcept:ceo:chad_hurley\tconcept:worksfor\tconcept:website:youtube_last_year\nconcept:coach:mangini\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:coach:clemson\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:ceo:steve_case\tconcept:agentcontrols\tconcept:mldataset:aol\nconcept:biotechcompany:apple\tconcept:agentcollaborateswithagent\tconcept:university:wozniak\nconcept:county:atlanta\tconcept:subpartof\tconcept:stateorprovince:georgia\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:central_michigan_chippewas\nconcept:continent:europe\tconcept:organizationterminatedperson\tconcept:personasia:number\nconcept:sportsteam:northeastern_huskies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:physicalaction:hands\tconcept:subpartof\tconcept:website:blood\nconcept:stateorprovince:wyoming_cowboys\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:person:tim_russert\tconcept:worksfor\tconcept:company:nbc\nconcept:person:neil_cavuto\tconcept:agentbelongstoorganization\tconcept:company:fox\nconcept:university:microsoft\tconcept:organizationterminatedperson\tconcept:scientist:balmer\nconcept:sportsteam:bruins\tconcept:organizationhiredperson\tconcept:coach:john_wooden\nconcept:stateorprovince:georgia\tconcept:organizationterminatedperson\tconcept:coach:vince_dooley\nconcept:automobilemaker:gm\tconcept:companyeconomicsector\tconcept:economicsector:automobile\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:city:army\tconcept:organizationhiredperson\tconcept:person:knight\nconcept:televisionstation:whag\tconcept:subpartof\tconcept:retailstore:nbc\nconcept:person:thomas_watson\tconcept:topmemberoforganization\tconcept:company:ibm\nconcept:recordlabel:friends\tconcept:agentcontrols\tconcept:museum:steve\nconcept:sportsteam:vermont_catamounts\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:person:mark001\tconcept:agentbelongstoorganization\tconcept:geopoliticallocation:world\nconcept:hallwayitem:problem\tconcept:subpartof\tconcept:hallwayitem:air\nconcept:sportsteam:north_dakota_fighting_sioux\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:male:bobby_bowden\tconcept:worksfor\tconcept:sportsteam:florida_state\nconcept:person:edwards\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:chemical:groundwater\nconcept:magazine:life\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:elaborate_water\nconcept:person:wozniak\tconcept:topmemberoforganization\tconcept:company:apple002\nconcept:biotechcompany:microsoft_corp\tconcept:agentcollaborateswithagent\tconcept:personus:paul_allen\nconcept:person:sherman\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:coach:new\tconcept:agentcollaborateswithagent\tconcept:coach:eric_mangini\nconcept:sportsteam:stephen_f_austin_lumberjacks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:company:nebraska\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:museum:facilities\tconcept:subpartof\tconcept:visualizablething:safe_drinking_water\nconcept:sportsteam:augustana_vikings\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personafrica:george_bush\tconcept:agentcollaborateswithagent\tconcept:geopoliticallocation:kerry\nconcept:person:bill\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:personmexico:bernard_robinson\tconcept:worksfor\tconcept:county:detroit\nconcept:sportsteam:fresno_state_bulldogs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:televisionstation:kmtr\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:nbc_universal\nconcept:sportsteam:smu_mustangs\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsteam:minnesota_vikings\tconcept:organizationhiredperson\tconcept:coach:dennis_green\nconcept:county:detroit\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:musician:agencies\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:website:orange\tconcept:subpartof\tconcept:university:france_telecom\nconcept:sportsteam:colts\tconcept:organizationhiredperson\tconcept:person:caldwell\nconcept:stateorprovince:oregon\tconcept:organizationterminatedperson\tconcept:coach:ernie_kent\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:uc_davis_aggies\nconcept:writer:barak_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:blog:google\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:company:yahoo001\tconcept:agentcollaborateswithagent\tconcept:ceo:terry_semel\nconcept:coach:tim_murphy\tconcept:worksfor\tconcept:sportsteam:harvard_divinity_school\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:utah_state\nconcept:sportsteam:army_black_knights\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:current_water\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:transportation:room_air\nconcept:city:home\tconcept:subpartof\tconcept:port:portable_air\nconcept:person:state\tconcept:agentcontrols\tconcept:room:offices\nconcept:radiostation:new_jersey\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:sportsteam:marshall_thundering_herd\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:george_washington_colonials\nconcept:company:nbc\tconcept:agentcontrols\tconcept:newspaper:wics_tv\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:book:oil\nconcept:sportsteam:loyola_marymount_lions\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:city:experts\nconcept:journalist:nicholas_kristof\tconcept:worksfor\tconcept:website:new_york_times\nconcept:journalist:dan\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:geopoliticallocation: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  {
    "path": "inductive_lp/data/nell_v1_ind/test.txt",
    "content": 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  },
  {
    "path": "inductive_lp/data/nell_v1_ind/train.txt",
    "content": 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ept:company:pbs\nconcept:televisionstation:wneo\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:weao\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wpby_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kusm\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkoh\nconcept:televisionstation:kpne_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wneo\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:whiq\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wetp_tv\nconcept:televisionstation:wsre\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kuat_tv\nconcept:televisionstation:wgvu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wgpt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kuid_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kwse\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kbdi_tv\nconcept:televisionstation:wpto\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kisu_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmfe_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:whtj\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kdin_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wlpb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:krne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnjn\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kuht\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wptd\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmah_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kdsd_tv\nconcept:televisionstation:wxxi_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wlvt_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whmc\nconcept:televisionstation:wgcu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:koac_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wxel_tv\nconcept:televisionstation:ktne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmea_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wrja_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kuht\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wouc_tv\nconcept:televisionstation:wgiq\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kdck\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wfsu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunj_tv\nconcept:televisionstation:woub_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkno_tv\nconcept:televisionstation:wnvt\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kuat_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kuid_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kuht\nconcept:televisionstation:wkle\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wsec\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wpto\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wvut\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wgte_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ksps_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kusd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wetp_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wjeb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wswp_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmpb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kbdi_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmpt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunu\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kmbh_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kyne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kedt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ktwu\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wqec\nconcept:televisionstation:kxne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wosu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wbiq_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kozk\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kesd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmpn_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wxxi_tv\nconcept:televisionstation:wmfe_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:koet\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmav_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktnw\nconcept:televisionstation:wqec\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kixe_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnjs\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkyu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnvt\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wljt_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:whrm_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkle\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wiiq\nconcept:televisionstation:wqpt_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkpi\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:krma_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wsiu_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunf_tv\nconcept:televisionstation:kcge_dt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kcts_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnsc_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:knpb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kuon_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klpa_tv\nconcept:televisionstation:wkas\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wlae_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kvie\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkzt_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wrja_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wpbo_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wvta\nconcept:televisionstation:krma_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmsy_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wiiq\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kufm_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wha__tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkas\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wgbx_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wwpb\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wviz_tv\nconcept:televisionstation:wsiu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmea_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:acquired\tconcept:televisionstation:wbgu_tv\nconcept:televisionstation:wgcu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wdcq_tv\nconcept:televisionstation:wunj_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kyve_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kcka\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kusm\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wlrn_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kqet\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:televisionstation:wekw_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcet\nconcept:televisionstation:wunc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:televisionstation:kaft\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wung_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcwc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kfts\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kbyu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kcsd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:woub_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kaet\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kbme_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kbtc_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kesd_tv\nconcept:televisionstation:kuas_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kuas_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kood\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:klrn_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kmne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnjs\nconcept:televisionstation:kdsd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:koet\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wrja_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkas\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kocv_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kpsd_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whla_tv\nconcept:televisionstation:kood\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wsbn_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wiiq\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:whro_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:krsc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wtvi\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkoh\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wouc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunm_tv\nconcept:televisionstation:wwpb\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kera_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:koet\nconcept:televisionstation:kcts_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wxxi_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wenh\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kltm_tv\nconcept:televisionstation:wbra_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkno_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkas\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:klpb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkle\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmau_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wvta\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kbtc_tv\nconcept:televisionstation:wqpt_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ketg\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmah_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wpsx_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ketg\nconcept:televisionstation:ktci_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wfpt\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmeb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kbhe_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wund_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wbgu_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmeb_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kuon_tv\nconcept:televisionstation:kets_tv\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:televisionstation:klts_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wyes_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:krcb\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:weiq_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kyve_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kisu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kyne_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:krne_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wrja_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kawb\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kswk\nconcept:televisionstation:wkma\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunm_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kxne_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wsbn_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kbhe_tv\nconcept:televisionstation:ksps_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wosu_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkle\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkmr\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kaft\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wpbt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wnpb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wyes_tv\nconcept:televisionstation:kuas_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgby_tv\nconcept:televisionstation:wsec\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kmos_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kcka\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wpba\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kbdi_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wviz_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:koet\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmaw_tv\nconcept:televisionstation:wdcq_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wlef_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wwpb\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wouc_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:whmc\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcsd_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkma\nconcept:televisionstation:kltm_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkyu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wgte_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klpa_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wpsx_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:acquired\tconcept:televisionstation:wha\nconcept:televisionstation:wtiu_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klpa_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wgpt\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kood\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klru\nconcept:televisionstation:wnjt\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:klru\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkmu\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kdsd_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wjct\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmpb_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkha\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ksps_tv\nconcept:televisionstation:kdin_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wljt_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:ktca_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:ktsc_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmae_tv\nconcept:televisionstation:wvpy\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkyu_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wung_tv\nconcept:televisionstation:wpbt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wneo\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wouc_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:klpa_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:krcb\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kxne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:acquired\tconcept:company:kemv\nconcept:televisionstation:ketc\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kbme_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wpto\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmvs_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wviz_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnit_tv\nconcept:televisionstation:kuid_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wgby_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kmne_tv\nconcept:televisionstation:ktne_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kaft\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ketg\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wdse_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ktwu\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wdse_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kpts\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wlrn_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcsd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkno_tv\tconcept:agentcollaborateswithagent\tconcept: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oncept:company:pbs\nconcept:televisionstation:wnit_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkma\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:klpb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktsd_tv\nconcept:televisionstation:wgbh_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcos_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunc_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmav_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:krne_tv\nconcept:televisionstation:whiq\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wswp_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kdck\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kyve_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wosu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kera_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:woub_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wunj_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kacv_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kood\nconcept:televisionstation:wpby_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:televisionstation:whmc\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wgbx_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kbdi_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:whrm_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmed_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wbra_tv\nconcept:televisionstation:wbcc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:ktca_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kawe\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmed_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:whrm_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ktnw\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kozk\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkmu\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wpbt\nconcept:televisionstation:ktca_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kpne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wdcq_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kyve_tv\nconcept:televisionstation:wqpt_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klts_tv\nconcept:televisionstation:kpsd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whrm_tv\nconcept:televisionstation:kmos_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcsd_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kamu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:televisionstation:whla_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:witf_tv\nconcept:televisionstation:kamu_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wdcq_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktwu\nconcept:televisionstation:kcdt_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wtiu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wgbh_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wxxi_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kaet\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmfe_tv\nconcept:televisionstation:wiiq\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmfe_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktne_tv\nconcept:televisionstation:kawe\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klpb_tv\nconcept:televisionstation:kisu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kzsd_tv\nconcept:televisionstation:wnjn\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmvs_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunu\nconcept:televisionstation:kesd_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kvie\nconcept:televisionstation:ktnw\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whro_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wenh\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wpsx_tv\nconcept:televisionstation:wmea_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kyve_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wfpt\nconcept:televisionstation:klne_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:weao\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ktnw\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkha\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunm_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kbtc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkon\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kuon_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kmne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmpb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wvta\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wnjs\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmae_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wiiq\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kacv_tv\nconcept:televisionstation:wlvt_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wjct\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kuat_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wsre\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:woub_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnvt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:knpb_tv\nconcept:televisionstation:klpb_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kmos_tv\nconcept:televisionstation:kera_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wneo\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wfsu_tv\nconcept:personus:pat_mitchell\tconcept:topmemberoforganization\tconcept:company:pbs\nconcept:televisionstation:wgiq\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wune_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kvie\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kzsd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kvcr_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmec\nconcept:televisionstation:kbhe_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kdck\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmau_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wlrn_tv\nconcept:televisionstation:kmne_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kaet\nconcept:televisionstation:wvut\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kwet\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmpt\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kawb\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kpts\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klrn_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kedt\nconcept:televisionstation:wtvi\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wptd\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:weiq_tv\nconcept:televisionstation:wbcc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wosu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:website:keta_tv\nconcept:televisionstation:wmpt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kusm\nconcept:televisionstation:wpba\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnvt\nconcept:televisionstation:kcge_dt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgbh_tv\nconcept:televisionstation:kzsd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ksre\nconcept:televisionstation:kdin_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ksmq_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wnjs\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wjct\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wjct\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:klrn_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:knpb_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kacv_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wxel_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wpbo_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kedt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wjeb_tv\nconcept:televisionstation:klru\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkmj_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kyne_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkzt_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kozk\nconcept:televisionstation:ksre\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmah_tv\nconcept:televisionstation:wenh\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wrja_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunc_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmpn_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kusd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kuas_tv\nconcept:televisionstation:klrn_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:whmc\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kdin_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wsbn_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kvie\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wsec\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunl_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:klpb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klru\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kesd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmfe_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wlae_tv\nconcept:televisionstation:klpa_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnvt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kteh\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wekw_tv\nconcept:televisionstation:wnit_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnin_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmpn_tv\nconcept:televisionstation:wfwa\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wsiu_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kepb_tv\nconcept:televisionstation:weiq_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkso_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunl_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wedn\nconcept:televisionstation:wfiq\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkpc_tv\nconcept:televisionstation:wkmr\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kpts\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kwet\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wcet\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wqpt_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:klne_tv\nconcept:televisionstation:ktci_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wbiq_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnjt\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wyes_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kbhe_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wgpt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wlpb_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kamu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkno_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wunp_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnin_tv\nconcept:televisionstation:whla_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kteh\nconcept:televisionstation:wpba\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kepb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:ktsd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkso_tv\nconcept:televisionstation:kopb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wfwa\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgbx_tv\nconcept:televisionstation:wswp_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wosu_tv\nconcept:televisionstation:kwse\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcos_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:knpb_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kixe_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnjt\nconcept:televisionstation:ktca_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kaet\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnsc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wcfe_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wdse_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wntv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ksmq_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkop_tv\nconcept:televisionstation:koet\tconcept:subpartof\tconcept:company:pbs\nconcept:company:kues\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:televisionstation:wbiq_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wviz_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wxel_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kvie\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunp_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kpne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kusd_tv\nconcept:televisionstation:wune_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kpts\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wlvt_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kcdt_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wsre\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kdsd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wfpt\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkzt_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:krwg_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whtj\nconcept:televisionstation:wkas\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ktsc_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgpt\nconcept:televisionstation:kued\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kuas_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kxne_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:koac_tv\nconcept:televisionstation:wpbo_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kqsd_tv\nconcept:televisionstation:wcet\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmec\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:acquired\tconcept:televisionstation:kqet\nconcept:televisionstation:wnpb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmav_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkmr\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgiq\nconcept:televisionstation:wlef_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kbtc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wha__tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:website:kipt\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wfiq\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wjct\nconcept:televisionstation:wmec\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kswk\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkma\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wha__tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wgcu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunp_tv\nconcept:televisionstation:knme_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wpsx_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:witf_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kdck\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wxel_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcdt_tv\nconcept:televisionstation:weao\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmah_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wha__tv\nconcept:televisionstation:kvcr_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:ktsd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ksmq_tv\nconcept:televisionstation:kawb\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kued\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kbme_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnpb_tv\nconcept:televisionstation:kcwc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kzsd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kyne_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wetp_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wpbo_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wcet\nconcept:company:pbs\tconcept:acquired\tconcept:televisionstation:kets_tv\nconcept:televisionstation:wnjt\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkha\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:whla_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wnsc_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wxel_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wnsc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kfts\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kepb_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kswk\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcge_dt\nconcept:televisionstation:wedn\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:krma_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:ksre\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kfts\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wtiu_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:krsc_tv\nconcept:televisionstation:wkmr\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wkle\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wedn\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kawe\nconcept:televisionstation:wkpi\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kawb\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:krwg_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kuon_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wqec\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kswk\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wptd\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkon\nconcept:televisionstation:wjeb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkmu\nconcept:televisionstation:wkzt_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kozk\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ksmq_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wbra_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wpby_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kcka\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wlrn_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcwc_tv\nconcept:televisionstation:wmsy_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkop_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktsc_tv\nconcept:televisionstation:kqsd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wekw_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:whiq\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wtiu_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wsec\nconcept:televisionstation:wkop_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunc_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kswk\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wlpb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wunf_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkso_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kcos_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kets_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wljt_tv\nconcept:televisionstation:wgpt\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wcfe_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmav_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:krcb\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmaw_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kacv_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wsiu_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kwet\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wfwa\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wgcu_tv\nconcept:televisionstation:wmeb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wunu\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wjeb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kedt\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kaft\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:witf_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kuon_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kusm\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kesd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wunc_tv\nconcept:televisionstation:wkop_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kteh\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wtvi\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wljt_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wswp_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wkon\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kcts_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnit_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kdin_tv\nconcept:televisionstation:wmeb_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wbra_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:krne_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmec\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wvpy\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wtvi\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kcka\nconcept:televisionstation:wntv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kawb\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wjeb_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkmr\nconcept:televisionstation:weta_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kdck\nconcept:televisionstation:wgbx_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:whiq\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:krcb\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunl_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kpts\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmaw_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kusd_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wgiq\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnin_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wnpb_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wsiu_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wdcq_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wqpt_tv\nconcept:televisionstation:weao\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wfsu_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmed_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:ksps_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wgbh_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnit_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wcfe_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kocv_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcge_dt\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:knme_tv\nconcept:televisionstation:wmau_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ksre\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kqsd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcollaborateswithagent\tconcept:journalist:gwen_ifill\nconcept:company:pbs\tconcept:agentcontrols\tconcept:website:koed_tv\nconcept:journalist:gwen_ifill\tconcept:worksfor\tconcept:company:pbs\nconcept:company:pbs\tconcept:headquarteredin\tconcept:city:new_york\nconcept:company:pbs\tconcept:organizationterminatedperson\tconcept:personus:pat_mitchell\n"
  },
  {
    "path": "inductive_lp/data/nell_v1_ind/valid.txt",
    "content": "concept:televisionstation:wune_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wsbn_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnin_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wgte_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wedn\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmed_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wfiq\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wbra_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkpi\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmsy_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:krne_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kteh\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkpc_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wyes_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wnin_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkon\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kmbh_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wcfe_tv\nconcept:televisionstation:wntv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmec\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kixe_tv\nconcept:televisionstation:kusd_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wund_tv\nconcept:televisionstation:wlvt_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kcsd_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmea_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:witf_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kued\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnpb_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wunf_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcdt_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:krwg_tv\nconcept:televisionstation:wlef_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kozk\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkyu_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:ketc\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wbiq_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kcos_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kwet\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:ktci_tv\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wntv\nconcept:televisionstation:wkha\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wnsc_tv\nconcept:televisionstation:wtiu_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wgbx_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wkmu\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wyes_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkpi\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunl_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wpto\nconcept:televisionstation:kcts_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wouc_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:ksps_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kbyu_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wung_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wnjs\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wha__tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wunu\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wkso_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:klrn_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:krwg_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wqec\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kbyu_tv\nconcept:televisionstation:wptd\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wvpy\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wvut\nconcept:televisionstation:wgby_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wwpb\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wund_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmvs_tv\nconcept:televisionstation:kepb_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kaft\nconcept:televisionstation:wnjt\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wswp_tv\nconcept:televisionstation:kqsd_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:kmos_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wpbo_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kltm_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:kpne_tv\nconcept:televisionstation:wmau_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:kued\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wkpi\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wune_tv\nconcept:televisionstation:kltm_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wmaw_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wunj_tv\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:kuht\tconcept:agentbelongstoorganization\tconcept:company:pbs\nconcept:televisionstation:wunf_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wvpy\tconcept:subpartof\tconcept:company:pbs\nconcept:televisionstation:wmsy_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:kwet\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmau_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wund_tv\tconcept:subpartoforganization\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wmaw_tv\tconcept:televisionstationaffiliatedwith\tconcept:televisionnetwork:pbs\nconcept:televisionstation:wnjn\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wmah_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:wmpb_tv\nconcept:televisionstation:ksmq_tv\tconcept:subpartof\tconcept:company:pbs\nconcept:company:pbs\tconcept:agentcontrols\tconcept:televisionstation:weta_tv\nconcept:televisionstation:wmpn_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\nconcept:televisionstation:wune_tv\tconcept:agentcollaborateswithagent\tconcept:company:pbs\n"
  },
  {
    "path": "inductive_lp/data/nell_v2/test.txt",
    "content": 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ncept:atdate\tconcept:dateliteral:n2008\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:braintissue:neuromuscular_system\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:blood_vessels\nconcept:city:portsmouth\tconcept:atlocation\tconcept:stateorprovince:new_hampshire\nconcept:stateorprovince:delaware\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:county:seattle\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:company:new_york\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:ragweed\nconcept:university:ohio_state\tconcept:organizationhiredperson\tconcept:personmexico:woody_hayes\nconcept:city:area\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:beverage:new\tconcept:atlocation\tconcept:building:season\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kenan_memorial_stadium\nconcept:visualizablescene:brussels\tconcept:atdate\tconcept:year:n1997\nconcept:sportsteam:florida_state\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:plant:wild_cherry\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:schedule\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:city:federal_way\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:island:operations\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:sportsteam:florida_state\tconcept:agentactsinlocation\tconcept:city:florida\nconcept:bodypart:spinal_fluid\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:beverage:new\tconcept:atlocation\tconcept:blog:epicenter\nconcept:country:uganda\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:artery:sinuses\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:sportsteam:st__johns_red_storm\nconcept:country:rwanda\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:stateorprovince:georgia\tconcept:mutualproxyfor\tconcept:city:roswell\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:everypromotedthing:westchester_division\nconcept:bodypart:hair\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:comedian:oklahoma\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:person:anderson\tconcept:personchargedwithcrime\tconcept:crimeorcharge:murder\nconcept:geopoliticalorganization:web_site\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:bodypart:cells001\tconcept:bodypartcontainsbodypart\tconcept:nerve:human_brain\nconcept:beverage:new\tconcept:atlocation\tconcept:room:offices\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:texas_longhorns\nconcept:city:rolla\tconcept:proxyfor\tconcept:company:missouri\nconcept:island:head\tconcept:atdate\tconcept:date:n1999\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:members\nconcept:artery:blood_vessels\tconcept:arterycalledartery\tconcept:artery:coronary_arteries\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:vols\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:stateorprovince:morning\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:colorado_state\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:redwoods\nconcept:plant:oak_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:beverage:new\tconcept:atlocation\tconcept:landscapefeatures:waters\nconcept:museum:west_palm_beach\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:city:lafayette\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:coach:cincinnati\tconcept:proxyfor\tconcept:book:new\nconcept:city:prague\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:plant:chestnuts\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:country:ukraine\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:plant:deodar\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:city:buenos_aires\tconcept:citylocatedincountry\tconcept:country:argentina\nconcept:country:korea\tconcept:atdate\tconcept:dateliteral:n2008\nconcept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pt:book:new\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:bone:movement\nconcept:city:puyallup\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:website:move\tconcept:atdate\tconcept:date:n2003\nconcept:country:korea\tconcept:atdate\tconcept:date:n1993\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bone:tendons\nconcept:artery:circulation\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:geopoliticallocation:authorities\tconcept:atdate\tconcept:date:n2003\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:almonds\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:lemon\nconcept:company:new_york\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:case_western_reserve\nconcept:sportsteam:texas_a_m\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:coach:urban_meyer\tconcept:coachesteam\tconcept:sportsteam:florida_gators\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:tommy_tuberville\nconcept:sportsteam:bulldogs\tconcept:organizationhiredperson\tconcept:coach:dennis_felton\nconcept:island:operations\tconcept:atdate\tconcept:year:n1994\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:party\nconcept:city:yreka\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:city:new_brunswick\tconcept:citylocatedinstate\tconcept:stateorprovince:newjersey\nconcept:sportsgame:more_weeks\tconcept:atlocation\tconcept:lake:new\nconcept:county:san_francisco\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:mountain:columbia\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:coach:texas_tech\nconcept:room:mission\tconcept:mutualproxyfor\tconcept:book:new\nconcept:geopoliticallocation:southwest001\tconcept:mutualproxyfor\tconcept:stateorprovince:georgia\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:country:poland\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:central_europe\nconcept:book:new\tconcept:atlocation\tconcept:aquarium:uk_\nconcept:coach:new\tconcept:subpartof\tconcept:aquarium:uk_\nconcept:plant:evergreen\tconcept:plantincludeplant\tconcept:plant:plants\nconcept:university:nebraska\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:rok\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:country:party\tconcept:atdate\tconcept:year:n1995\nconcept:country:afghanistan\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:geopoliticalorganization:eastern\tconcept:agentactsinlocation\tconcept:continent:asia\nconcept:city:washington_d_c\tconcept:locationlocatedwithinlocation\tconcept:newspaper:the_national\nconcept:city:sweden\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:island:mother\tconcept:atdate\tconcept:date:n2000\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:more_weeks\nconcept:braintissue:central_nervous_system\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:sportsteam:ncaa_youth_kids\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:country:arabia_saudita\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:stateorprovince:afternoon\tconcept:proxyfor\tconcept:book:new\nconcept:city:moline\tconcept:citylocatedinstate\tconcept:stateorprovince:illinois\nconcept:city:meriden\tconcept:subpartof\tconcept:stateorprovince:connecticut\nconcept:island:venezuela\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:spruces\nconcept:sportsteam:steelers\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:notre_dame_stadium\nconcept:country:republic\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:governmentorganization:european_union\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:legion_field\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:braintissue:brains\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:catholic\nconcept:city:vista\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:building:oklahoma_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sport:basketball\tconcept:sportusesequipment\tconcept:sportsequipment:basketball_equipment\nconcept:governmentorganization:workers\tconc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cord\nconcept:bodypart:immune_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:tissue001\nconcept:bodypart:legs\tconcept:bodypartcontainsbodypart\tconcept:artery:blood_vessels\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:virginia\nconcept:country:ukraine\tconcept:atdate\tconcept:date:n1996\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:northern_state\nconcept:lake:new\tconcept:proxyfor\tconcept:politicsblog:more_times\nconcept:beverage:new\tconcept:atlocation\tconcept:website:developer\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:eu_member_states\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:nc_state\tconcept:organizationhiredperson\tconcept:coach:kay_yow\nconcept:university:state_university\tconcept:synonymfor\tconcept:jobposition:dean\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:resources\nconcept:city:campbell\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:country:belarus\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:opole\nconcept:island:investment\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:puerto_rico\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:geopoliticallocation:south_wales\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:harvard_crimson\nconcept:city:articles\tconcept:atdate\tconcept:date:n1999\nconcept:plant:ponderosa_pines\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:nebraska\nconcept:bodypart:organ001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:immune_system\nconcept:city:singapore\tconcept:atdate\tconcept:date:n1999\nconcept:plant:evergreens\tconcept:plantincludeplant\tconcept:plant:yews\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:destinations\nconcept:radiostation:tuscaloosa\tconcept:mutualproxyfor\tconcept:university:alabama\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:guyana\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:company:press\nconcept:bank:henderson\tconcept:atlocation\tconcept:skiarea:kentucky\nconcept:city:lawrenceville\tconcept:proxyfor\tconcept:stateorprovince:georgia\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:stateorprovince:pennsylvania\tconcept:proxyfor\tconcept:lake:new\nconcept:country:republic_of_paraguay\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:catalpa\nconcept:academicfield:lubbock\tconcept:atlocation\tconcept:city:texas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:platform\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:musicartist:delaware\tconcept:atdate\tconcept:date:n2000\nconcept:city:articles\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:plant:palm\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:stateorprovince:pensacola\tconcept:proxyfor\tconcept:city:florida\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:braintissue:responses\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:bodypart:spinal_column\nconcept:stateorprovince:mississippi_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:bridge:premier_destination\nconcept:visualizablescene:white_plains\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:world\nconcept:city:woodstock\tconcept:mutualproxyfor\tconcept:stateorprovince:georgia\nconcept:geopoliticallocation:burma\tconcept:atdate\tconcept:date:n1942\nconcept:museum:west_palm_beach\tconcept:mutualproxyfor\tconcept:coach:manny_diaz\nconcept:coach:frank_beamer\tconcept:worksfor\tconcept:sportsteam:hokies\nconcept:company:press\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:geopoliticallocation:authorities\tconcept:atdate\tconcept:date:n2004\nconcept:city:toronto\tconcept:cityliesonriver\tconcept:river:columbia\nconcept:beverage:new\tconcept:atlocation\tconcept:website:breeze\nconcept:politicsblog:guardian\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:year:n1997\tconcept:proxyfor\tconcept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n\tconcept:person:ty_willingham\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:county:williamsburg\tconcept:proxyfor\tconcept:coach:kentucky\nconcept:country:norway\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:city:boston\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:website:price\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:food:foliage\tconcept:plantincludeplant\tconcept:plant:oak\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:iraq\nconcept:sport:football\tconcept:sportusesequipment\tconcept:sportsequipment:ball\nconcept:city:dallas\tconcept:atdate\tconcept:date:n1999\nconcept:city:dublin_dublin\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:country:haiti\tconcept:atdate\tconcept:year:n1994\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:present\nconcept:island:mother\tconcept:proxyfor\tconcept:book:new\nconcept:radiostation:san_angelo\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:country:malaysia\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:destinations\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:major_organs\nconcept:stateorprovince:illinois\tconcept:organizationhiredperson\tconcept:coach:ron_turner\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:bodypart:cell\nconcept:coach:tommy_bowden\tconcept:agentcollaborateswithagent\tconcept:coach:clemson\nconcept:stateorprovince:investors\tconcept:atdate\tconcept:date:n2000\nconcept:city:springfield\tconcept:atlocation\tconcept:stateorprovince:virginia\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:company:new_york\tconcept:proxyfor\tconcept:programminglanguage:the_new\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:guava\nconcept:coach:new\tconcept:subpartof\tconcept:mammal:australasia\nconcept:city:daytona_beach\tconcept:atlocation\tconcept:city:florida\nconcept:musicinstrument:africa\tconcept:atdate\tconcept:date:n2003\nconcept:county:miami\tconcept:mutualproxyfor\tconcept:coach:manny_diaz\nconcept:sportsteam:florida_gators\tconcept:organizationhiredperson\tconcept:coach:billy_donovan\nconcept:country:mali\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:emeryville\nconcept:city:upland\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:city:number\tconcept:agentcreated\tconcept:city:click\nconcept:city:greenville\tconcept:atlocation\tconcept:stateorprovince:mississippi\nconcept:plant:birch\tconcept:plantincludeplant\tconcept:plant:woodland\nconcept:country:germany\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:coach:chan_gailey\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:silver_maple\nconcept:island:venezuela\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:aurora\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:muscle:skeletal_muscles\nconcept:stateorprovince:idaho\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:visualizablescene:washington\nconcept:city:georgetown\tconcept:atlocation\tconcept:stateorprovince:south_carolina\nconcept:sportsteam:boston_college\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:island:author\tconcept:atdate\tconcept:date:n2001\nconcept:country:poland\tconcept:atdate\tconcept:year:n1989\nconcept:visualizablething:residence\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:artery:blood_flow\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:writer:brown\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:city:nyc_\tconcept:proxyfor\tconcept:lake:new\nconcept:bodypart:viscera\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:website:move\tconcept:atdate\tconcept:date:n2004\nconcept:city:east_lansing\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:airport:europe\tconcept:atdate\tconcept:date:n1993\nconcept:sportsteam:mavs\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:nerve:nerve_roots\tconcept:bodypartcontainsbodypart\tconcept:artery:canal\nconcept:city:new_brunswick\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:country:republic_of_india\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:city:home\tconcept:atdate\tconcept:month:december\nconcept:country:costa_rica\tconcept:atdate\tconcept:date:n2004\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:nerve:medulla\nconcept:plant:shrub\tconcept:plant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eventoutcome:title\nconcept:county:miami\tconcept:proxyfor\tconcept:coach:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:resource\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:island:staff\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:barcelona\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:new_orleans\tconcept:atdate\tconcept:year:n1995\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:bodypart:body_tissues\nconcept:person:davis\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:tennessee\nconcept:mountain:long_island\tconcept:proxyfor\tconcept:company:new_york\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:knowledge\nconcept:room:level\tconcept:atdate\tconcept:date:n1999\nconcept:country:sierra_leone\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:joe_aillet_stadium\nconcept:sport:basketball\tconcept:sportusesequipment\tconcept:sportsequipment:basketballs\nconcept:stateorprovince:events\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:city:campbell\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:plant:live_oaks\tconcept:plantincludeplant\tconcept:plant:moss\nconcept:plant:junipers\tconcept:plantincludeplant\tconcept:plant:evergreens\nconcept:website:shop\tconcept:atdate\tconcept:date:n1999\nconcept:coach:rick_barnes\tconcept:worksfor\tconcept:city:texas\nconcept:braintissue:central_nervous_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:river:boat\nconcept:sportsteam:umass_lowell_river_hawks\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:princeton\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:visualizablething:area_\nconcept:bodypart:kidney\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:beverage:new\tconcept:atlocation\tconcept:room:rest\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:city:design\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:coach:carroll\tconcept:coachesteam\tconcept:sportsteam:usc\nconcept:country:thailand\tconcept:locationlocatedwithinlocation\tconcept:continent:asia\nconcept:stateorprovince:illinois\tconcept:mutualproxyfor\tconcept:city:naperville\nconcept:sport:basketball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:amway_arena\nconcept:city:mexico_city\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:alabama_crimson_tide\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:website:results\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:artery:blood_vessels\tconcept:arterycalledartery\tconcept:artery:microvessels\nconcept:city:los_banos\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:braintissue:meninges\tconcept:bodypartcontainsbodypart\tconcept:braintissue:spinal_cord\nconcept:sportsteam:lsu\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:university:alabama\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticalorganization:quec\nconcept:book:new\tconcept:atlocation\tconcept:city:bar\nconcept:country:haiti\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:boston_college\nconcept:visualizablescene:san_bernadino\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:coach:frank_beamer\tconcept:coachesteam\tconcept:sportsteam:hokies\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:boutique_hotel\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:top\nconcept:braintissue:body\tconcept:bodypartcontainsbodypart\tconcept:braintissue:spinal_cord\nconcept:country:afghanistan\tconcept:atdate\tconcept:date:n2003\nconcept:geopoliticallocation:authorities\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:country:germany\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:artery:canal\tconcept:bodypartcontainsbodypart\tconcept:braintissue:spinal_cord\nconcept:artery:blood_vessels\tconcept:arterycalledartery\tconcept:artery:capillaries\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:towns\nconcept:country:luxembourg\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:aqua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moreventvenue:broadway\tconcept:stadiumlocatedincity\tconcept:city:vegas\nconcept:university:purdue\tconcept:organizationhiredperson\tconcept:coach:danny_hope\nconcept:plant:chestnut_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:stateorprovince:california\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:plant:wattle\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:city:gilroy\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:city:denver\tconcept:proxyfor\tconcept:lake:new\nconcept:stateorprovince:pensacola\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:city:hampton\tconcept:proxyfor\tconcept:stateorprovince:virginia\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:capillary\nconcept:country:bulgaria\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:room:level\tconcept:atdate\tconcept:date:n2003\nconcept:university:national\tconcept:agentactsinlocation\tconcept:governmentorganization:office\nconcept:country:fiji\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:country:nigeria\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:malaysia\nconcept:country:ethiopia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:mexico\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:latin_america\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:birch_trees\nconcept:sportsteam:sixers\tconcept:agentparticipatedinevent\tconcept:eventoutcome:title\nconcept:city:carpinteria\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:georgia\tconcept:mutualproxyfor\tconcept:city:kennesaw\nconcept:university:auburn\tconcept:synonymfor\tconcept:university:state_university\nconcept:country:republic_of_india\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:taipei\tconcept:atdate\tconcept:date:n2004\nconcept:city:click\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:oregon_st\nconcept:artery:brain\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:politicsblog:citizen\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:us\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:east_asia\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:artery:organ_system\nconcept:geopoliticallocation:middle_east\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:ukraine\nconcept:country:belarus\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:person:duke\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:lichens\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:country:__america\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:city:home\tconcept:atdate\tconcept:date:n1996\nconcept:country:republic_of_austria\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:destinations\nconcept:plant:white_fir\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:beverage:new\tconcept:atlocation\tconcept:hotel:dream\nconcept:city:boulder\tconcept:locationlocatedwithinlocation\tconcept:city:vegas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:exhibits\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:fare\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:beijing\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_athletics\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:data\nconcept:visualizablescene:fort_myers\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:city:web\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:beverage:new\tconcept:atlocation\tconcept:transportation:airports\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:ojai\nconcept:plant:beautiful_moss\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:university:auburn\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:company:look\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:duarte\nconcept:coach:bill_tierney\tconcept:worksfor\tconcept:city:princeton\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:nerve:pituitary\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:cit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es\nconcept:artery:tissues\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:sportsteam:heat\tconcept:agentparticipatedinevent\tconcept:eventoutcome:title\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:nerve:autonomic_nervous_system\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:city:farmington\tconcept:proxyfor\tconcept:stateorprovince:connecticut\nconcept:beverage:new\tconcept:atlocation\tconcept:monument:photographer\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:highlights\nconcept:bodypart:hair_follicles\tconcept:bodypartcontainsbodypart\tconcept:bodypart:immune_system\nconcept:sportsteam:st__johns_red_storm\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:beverage:new\tconcept:atlocation\tconcept:transportation:coalition\nconcept:bodypart:hair_follicles\tconcept:bodypartcontainsbodypart\tconcept:braintissue:body\nconcept:bodypart:tract001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:kidneys\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:breakfast\nconcept:website:results\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:skin\nconcept:braintissue:neurotransmitters\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:autzen_stadium\nconcept:country:same_time\tconcept:proxyfor\tconcept:book:new\nconcept:city:status\tconcept:atdate\tconcept:year:n1994\nconcept:website:information\tconcept:atdate\tconcept:date:n2000\nconcept:city:new_delhi\tconcept:locationlocatedwithinlocation\tconcept:country:republic_of_india\nconcept:county:utah\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:plant:bald_cypress\tconcept:plantincludeplant\tconcept:plant:moss\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:pineapple\nconcept:country:mali\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:tasmania\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:singapore\tconcept:atdate\tconcept:date:n1996\nconcept:city:smyrna\tconcept:atlocation\tconcept:stateorprovince:tennessee\nconcept:country:switzerland\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:sierra_leone\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:nerves001\nconcept:artery:fluid\tconcept:bodypartcontainsbodypart\tconcept:bodypart:tissue001\nconcept:braintissue:eyes\tconcept:bodypartcontainsbodypart\tconcept:artery:blood_vessels\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:month:december\nconcept:sportsteam:lsu\tconcept:organizationhiredperson\tconcept:athlete:john_brady\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:bothell\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:university:purdue\nconcept:hobby:trips\tconcept:proxyfor\tconcept:book:new\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:room:offices\nconcept:city:example\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:visualizablething:residence\tconcept:buildinglocatedincity\tconcept:city:vegas\nconcept:city:plano\tconcept:citylocatedinstate\tconcept:stateorprovince:texas\nconcept:city:zurich\tconcept:proxyfor\tconcept:country:switzerland\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:country:afghanistan\tconcept:atdate\tconcept:date:n2001\nconcept:muscle:heart\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:epidermis\nconcept:city:carmichael\tconcept:cityliesonriver\tconcept:river:american\nconcept:website:issue\tconcept:atdate\tconcept:date:n1993\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:malone_stadium\nconcept:stadiumoreventvenue:louisiana_superdome\tconcept:stadiumlocatedincity\tconcept:city:new_orleans\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:point\nconcept:sportsteam:michigan_state\tconcept:organizationalsoknownas\tconcept:terroristorganization:state\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:nut:horse_chestnut\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:barbados\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:republic_of_kenya\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam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t:trees\nconcept:beverage:new\tconcept:atlocation\tconcept:landscapefeatures:no__1\nconcept:plant:lemon\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:sportsteam:mary_hardin_baylor_crusaders\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:boston_celtics\tconcept:agentparticipatedinevent\tconcept:eventoutcome:title\nconcept:country:kosovo\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:plant:oak\tconcept:plantincludeplant\tconcept:plant:woodland\nconcept:month:september\tconcept:proxyfor\tconcept:lake:new\nconcept:city:oakland\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:southeast_asia\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:zoo:outdoors\nconcept:university:purdue\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:governmentorganization:services\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:national\nconcept:country:west_indies\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:nerve:peripheral_nerves\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:braintissue:activity\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:capitola\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysincity\tconcept:city:boston\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:thailand\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:night\nconcept:city:zurich\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:island:mother\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:braintissue:body\tconcept:bodypartcontainsbodypart\tconcept:bodypart:hair_follicles\nconcept:city:york\tconcept:citylocatedingeopoliticallocation\tconcept:city:columbia\nconcept:sportsteam:lee_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:island:head\tconcept:atdate\tconcept:date:n2000\nconcept:country:russia\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:nerve:nervous_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:functions\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:cavaliers\nconcept:book:new\tconcept:mutualproxyfor\tconcept:year:n1970\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:building:prices\nconcept:radiostation:beaumont\tconcept:subpartof\tconcept:city:texas\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:buckeyes\nconcept:artery:blood_vessels\tconcept:arterycalledartery\tconcept:artery:sinusoids\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:braintissue:spinal_cord\tconcept:bodypartcontainsbodypart\tconcept:braintissue:body\nconcept:country:republic_of_india\tconcept:atdate\tconcept:year:n1997\nconcept:country:italy\tconcept:atdate\tconcept:dateliteral:n1980\nconcept:geopoliticallocation:offer\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:dateliteral:n2008\tconcept:proxyfor\tconcept:lake:new\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:february\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:watsonville\nconcept:website:license\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:personcanada:utah_utes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:island:operations\tconcept:atdate\tconcept:year:n1983\nconcept:country:guyana\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:slovak_republic\nconcept:visualizablething:residence\tconcept:atdate\tconcept:month:april\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:beech\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:city:hopkinsville\nconcept:book:new\tconcept:atlocation\tconcept:continent:africa\nconcept:city:deal\tconcept:atdate\tconcept:date:n2003\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:coach:tom_osborne\nconcept:website:cost\tconcept:proxyfor\tconcept:book:new\nconcept:city:port_arthur\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:person:oklahoma_state\tconcept:agentcollaborateswithagent\tconcept:coach:mike_gundy\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:white_birch\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:al_anbar\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:coach:terry_hoeppner\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:country:spain\tconcept:countrylocatedingeopoliticallocation\tconcept:country:eu_member_states\nconcept:country:turkey\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:bodypart:liver\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:bar\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:visualizablething:calgary\nconcept:artery:fluid\tconcept:bodypartcontainsbodypart\tconcept:bodypart:gut\nconcept:country:philippines\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:victorville\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:move\nconcept:city:children\tconcept:atdate\tconcept:date:n2004\nconcept:bone:joints\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:plant:native_oaks\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:attraction:mardi_gras\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:country:germany\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskies\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:person:davis\tconcept:personborninlocation\tconcept:city:york\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:sportsteam:penn_state\tconcept:teamplayssport\tconcept:sport:football\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:buttonwood\nconcept:artery:bifurcation\tconcept:arterycalledartery\tconcept:artery:carotid\nconcept:country:ivory_coast\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:malaysia\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:city:new_orleans\tconcept:atdate\tconcept:date:n2004\nconcept:website:license\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:boston_college\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:city:richland\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:central_eastern_europe\nconcept:city:fort_walton_beach\tconcept:atlocation\tconcept:city:florida\nconcept:plant:tree_species\tconcept:plantincludeplant\tconcept:plant:pine\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:hemlocks\nconcept:country:oman\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:island:proposal\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:idyllwild\nconcept:city:districts\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:city:home\tconcept:atdate\tconcept:month:september\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bone:movement\nconcept:coach:randy_shannon\tconcept:worksfor\tconcept:county:miami\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:male:dave_wannstedt\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:vein:visual_system\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:cambodia\nconcept:university:auburn\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:staples_center\nconcept:country:jamaica\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:website:light\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:nebraska\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:south_dakota\nconcept:artery:matter\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:plant:bamboos\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:miles\nconcept:website:province\tconcept:proxyfor\tconcept:book:new\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:britain\nconcept:musicinstrument:africa\tconcept:atdate\tconcept:date:n1999\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:n2004_red_sox\nconcept:city:mexico_city\tconcept:atdate\tconcept:date:n1999\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:new_orleans\nconcept:book:new\tconcept:atlocation\tconcept:planet:universe\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:zaire\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:beverage:new\tconcept:atlocation\tconcept:website:projects\nconcept:country:party\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:spruce\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:france_france\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:braintissue:intestine\nconcept:stateorprovince:california\tconcept:atdate\tconcept:date:n1996\nconcept:island:staff\tconcept:atdate\tconcept:date:n1996\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:fir_trees\nconcept:museum:catalyst\tconcept:proxyfor\tconcept:book:new\nconcept:website:match\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:rome\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:university:state_university\tconcept:synonymfor\tconcept:geopoliticallocation:yale\nconcept:website:tour\tconcept:atdate\tconcept:date:n1999\nconcept:city:uk\tconcept:atdate\tconcept:date:n2003\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:organisations\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:circulation\nconcept:city:tehran\tconcept:citycapitalofcountry\tconcept:country:iran\nconcept:city:greenville\tconcept:atlocation\tconcept:stateorprovince:illinois\nconcept:year:n1992\tconcept:mutualproxyfor\tconcept:book:new\nconcept:city:design\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:mid\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablescene:corner\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:papa_john_s_cardinal_stadium\nconcept:coach:mike_sherman\tconcept:worksfor\tconcept:sportsteam:texas_a_m\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:island:allen\nconcept:city:resources\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:republic_of_india\nconcept:city:upland\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:book:new\tconcept:atlocation\tconcept:city:parents\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:visualizablescene:harbor\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:high_school\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:braintissue:eyes\nconcept:country:nigeria\tconcept:atdate\tconcept:date:n2000\nconcept:city:redmond\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:year:n1992\tconcept:proxyfor\tconcept:city:texas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:countryside\nconcept:artery:carotid\tconcept:arterycalledartery\tconcept:artery:arteries\nconcept:company:new_york\tconcept:proxyfor\tconcept:hospital:suny\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:colombia\nconcept:country:tajikistan\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:belgium\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:bodypart:organ001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:city:hawaii\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:pepper\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:sportsteam:michigan_state\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:university:seton_hall\nconcept:plant:banana_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:city:roseville\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:return_trip\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:events\nconcept:book:new\tconcept:mutualproxyfor\tconcept:room:rest\nconcept:website:experience\tconcept:organizationdissolvedatdate\tconcept:month:june\nconcept:country:__america\tconcept:countryalsoknownas\tconcept:country:colombia\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:legion_field\nconcept:book:new\tconcept:atlocation\tconcept:planet:size\nconcept:sportsteam:washington_state\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:country:wales\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:plant:seedlings\tconcept:plantincludeplant\tconcept:plant:red_oak\nconcept:coach:arkansas_razorbacks\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:russia\tconcept:countrylocatedingeopoliticallocation\tconcept:country:eastern_european_countries\nconcept:stateorprovince:south_carolina\tconcept:mutualproxyfor\tconcept:city:mount_pleasant\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:two_cities\nconcept:city:tampa_bay\tconcept:proxyfor\tconcept:city:florida\nconcept:city:home\tconcept:atdate\tconcept:date:n2003\nconcept:country:poland\tconcept:atdate\tconcept:dateliteral:n2005\n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tion\tconcept:city:new_delhi\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:norway\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:bodypart:major_organs\nconcept:beverage:new\tconcept:atlocation\tconcept:room:hour\nconcept:year:n1983\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:person:marion_barry\tconcept:personleadsgeopoliticalorganization\tconcept:city:washington_d_c\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:building:stop\nconcept:city:seat\tconcept:atdate\tconcept:year:n1992\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:wenatchee\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:island:operations\tconcept:atdate\tconcept:date:n1942\nconcept:bodypart:nerves001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:spinal_column\nconcept:month:june\tconcept:proxyfor\tconcept:stateorprovince:illinois\nconcept:county:lexington\tconcept:citylocatedinstate\tconcept:stateorprovince:virginia\nconcept:city:home\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:country:panama\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:lymphnode:lymph_nodes\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:city:seat\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:boston_celtics\nconcept:landscapefeatures:firm\tconcept:atdate\tconcept:date:n1999\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:bay_area\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:tampa_bay\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:major_center\nconcept:country:poland\tconcept:atdate\tconcept:date:n2000\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:artery:canal\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:book:new\tconcept:atlocation\tconcept:county:seattle\nconcept:sociopolitical:independence\tconcept:subpartof\tconcept:company:missouri\nconcept:celebrity:depaul_blue_demons\tconcept:atlocation\tconcept:county:chicago\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:aim\nconcept:stateorprovince:maryland\tconcept:statelocatedincountry\tconcept:country:korea\nconcept:country:turkey\tconcept:atdate\tconcept:date:n1993\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:southern_illinois_salukis\nconcept:sportsteam:lsu\tconcept:agentcompeteswithagent\tconcept:coach:kentucky_wildcats\nconcept:city:manila\tconcept:atdate\tconcept:date:n2003\nconcept:plant:green_pines\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:city:fallbrook\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:beverage:new\tconcept:atlocation\tconcept:museum:marvel\nconcept:shoppingmall:delray_beach\tconcept:atlocation\tconcept:city:florida\nconcept:city:home\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:website:market\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:lymphnode:lymph_nodes\nconcept:city:washington_d_c\tconcept:citylocatedingeopoliticallocation\tconcept:country:mexico\nconcept:website:feature\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:plant:evergreens\tconcept:plantincludeplant\tconcept:plant:shrubs\nconcept:country:mexico\tconcept:atdate\tconcept:date:n2001\nconcept:artery:brain\tconcept:bodypartcontainsbodypart\tconcept:nerve:damage\nconcept:coach:kansas_jayhawks\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:pepperdine\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:nyc_\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:world\nconcept:book:new\tconcept:mutualproxyfor\tconcept:island:staff\nconcept:country:norway\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:lafayette\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:nippert_stadium\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:bears_29_17\nconcept:city:arlington\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:city:area\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:muncie\tconcept:subpartof\tconcept:stateorprovince:indiana\nconcept:continent:africa\tconcept:organizationheadquarteredinstateorprovince\tconcept:visualizablescene:washington\nconcept:country:thailand\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:country:thailand\tconcept:atdate\tconcept:date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date\tconcept:dateliteral:n2006\nconcept:country:britain\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:act\tconcept:atdate\tconcept:date:n2001\nconcept:country:belgium\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:braintissue:hindbrain\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:nepal\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:date_palms\nconcept:bodypart:nerves001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:tissue001\nconcept:city:new_delhi\tconcept:atdate\tconcept:date:n1993\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:artery:arterioles\nconcept:geopoliticallocation:anderson\tconcept:subpartof\tconcept:stateorprovince:indiana\nconcept:city:madison\tconcept:atlocation\tconcept:stateorprovince:alabama\nconcept:sportsteam:hawks\tconcept:teamplaysincity\tconcept:city:atlanta\nconcept:attraction:nyc\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:children\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stadiumoreventvenue:camp_randall\tconcept:stadiumlocatedincity\tconcept:city:madison\nconcept:county:tracy\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:coach:nick_saban\tconcept:worksfor\tconcept:sportsteam:michigan_state\nconcept:city:number\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:website:tour\tconcept:atdate\tconcept:year:n1992\nconcept:city:boulder\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:university:state_university\tconcept:synonymfor\tconcept:trainstation:george_mason\nconcept:bodypart:nerves001\tconcept:bodypartcontainsbodypart\tconcept:artery:blood_vessels\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:aquarium:uk_\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:malone_stadium\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:room:unit\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:barcelona\tconcept:proxyfor\tconcept:country:spain\nconcept:country:oman\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:coach:virginia_tech\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:sportsteam:razorbacks\tconcept:teamplaysagainstteam\tconcept:sportsteam:longhorns\nconcept:year:n1997\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:building:years\tconcept:atlocation\tconcept:city:florida\nconcept:bacteria:endothelial_cells\tconcept:bodypartcontainsbodypart\tconcept:artery:vessels\nconcept:website:tour\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:june\nconcept:coach:new\tconcept:subpartof\tconcept:island:polynesia\nconcept:plant:heather\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:fouts_field\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:hamilton\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:click\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:neyland_stadium\nconcept:plant:fir_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:room:development\tconcept:mutualproxyfor\tconcept:book:new\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:quincy\nconcept:city:chino\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:coach:michigan_state_spartans\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:georgia\nconcept:country:us\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:dublin_dublin\nconcept:terroristorganization:state\tconcept:agentactsinlocation\tconcept:hotel:north\nconcept:city:winston_salem\tconcept:subpartof\tconcept:stateorprovince:north_carolina\nconcept:sportsteam:notre_dame\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:russia\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:coronary_arteries\nconcept:city:el_cajon\tconcept:subpartof\tconcept:stateorprovince:california\nc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ept:city:capital\nconcept:bodypart:kidneys\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:city:florida\tconcept:mutualproxyfor\tconcept:visualizablething:altamonte_springs\nconcept:country:malawi\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:geopoliticalorganization:north_vietnam\tconcept:atdate\tconcept:year:n1967\nconcept:country:uruguay\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:holm_oak\nconcept:country:ukraine\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n2001\nconcept:plant:hardwoods\tconcept:plantincludeplant\tconcept:plant:oaks\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:agent:start\tconcept:atdate\tconcept:year:n1994\nconcept:website:breeze\tconcept:proxyfor\tconcept:book:new\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:december\nconcept:skiarea:premier\tconcept:proxyfor\tconcept:book:new\nconcept:university:villanova\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:country:thailand\tconcept:atdate\tconcept:date:n2001\nconcept:governmentorganization:services\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:country:philippines\tconcept:countrylocatedingeopoliticallocation\tconcept:continent:asia\nconcept:musicartist:journal\tconcept:agentcontrols\tconcept:company:new_york\nconcept:city:hawaii\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:city:richland\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:switzerland\nconcept:female:reno\tconcept:subpartof\tconcept:radiostation:nevada\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:qld\nconcept:city:waco\tconcept:cityliesonriver\tconcept:river:brazos\nconcept:visualizablething:use\tconcept:atdate\tconcept:year:n1989\nconcept:city:san_bernardino\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:city:sarasota\tconcept:citylocatedinstate\tconcept:stateorprovince:florida\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:cayucos\nconcept:country:ethiopia\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:members\tconcept:atdate\tconcept:date:n2001\nconcept:island:head\tconcept:atdate\tconcept:year:n1995\nconcept:braintissue:myelin\tconcept:bodypartcontainsbodypart\tconcept:bodypart:immune_system\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:nerve:ligaments\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:university:pennsylvania_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:sportsteam:maryland\nconcept:dateliteral:n1990\tconcept:proxyfor\tconcept:lake:new\nconcept:sportsteam:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:plant:woodland\tconcept:plantincludeplant\tconcept:plant:conifer\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:new_york\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:vallejo\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:el_salvador\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:sierra_leone\nconcept:person:duke\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:republic_of_guatemala\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:wielkopolskie\nconcept:bodypart:extremities\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:brain_cells\nconcept:city:rome\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:tanzania\tconcept:atdate\tconcept:date:n2004\nconcept:artery:intestines\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:country:korea\tconcept:atdate\tconcept:date:n2000\nconcept:country:belgium\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:manitoba\nconcept:plant:crepe_myrtles\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:artery:subclavian\tconcept:arterycalledartery\tconcept:artery:vessels\nconcept:date:n1996\tconcept:proxyfor\tconcept:stateorprovince:illinois\nconcept:stateorprovince:afternoon\tconcept:atdate\tconcept:date:n1996\nconcept:city:conroe\tconcept:subpartof\tconcept:stateorprovince:te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am:houston_astros\tconcept:teamalsoknownas\tconcept:sportsteam:chowan_braves\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:style\nconcept:sportsteam:dallas_cowboys\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:grapevines\nconcept:coach:minnesota_golden_gophers\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:county:austin\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:asia_pacific\nconcept:coach:georgetown\tconcept:atlocation\tconcept:skiarea:kentucky\nconcept:bodypart:immune_system\tconcept:bodypartcontainsbodypart\tconcept:artery:tissues\nconcept:country:barbados\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:plant:spruces\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:plant:wisteria\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:shoppingmall:pompano_beach\tconcept:subpartof\tconcept:city:florida\nconcept:hotel:dream\tconcept:hotelincity\tconcept:city:new_york\nconcept:nongovorganization:cities\tconcept:atdate\tconcept:date:n2004\nconcept:city:valencia\tconcept:citylocatedincountry\tconcept:country:spain\nconcept:country:haiti\tconcept:atdate\tconcept:date:n2004\nconcept:university:emory\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:western_kentucky_hilltoppers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:state_capital\nconcept:county:glasgow\tconcept:atlocation\tconcept:skiarea:kentucky\nconcept:city:peoria\tconcept:citylocatedinstate\tconcept:stateorprovince:illinois\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:artery:reproductive\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:academicfield:lubbock\nconcept:stateorprovince:southern_oregon\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:california\nconcept:sportsteam:ucla\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:arcadia\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:nazi_germany\nconcept:website:province\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:boston_celtics\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:island:mother\tconcept:atdate\tconcept:year:n1995\nconcept:city:rome\tconcept:atdate\tconcept:year:n1997\nconcept:website:price\tconcept:proxyfor\tconcept:book:new\nconcept:book:new\tconcept:mutualproxyfor\tconcept:coach:kentucky\nconcept:city:gilroy\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:country:argentina\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:oakhurst\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:montenegro\nconcept:city:bloomington\tconcept:subpartof\tconcept:stateorprovince:indiana\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:banning\nconcept:city:princeton\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:scheumann_stadium\nconcept:city:ottawa\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:person:spurrier\tconcept:worksfor\tconcept:university:usc\nconcept:plant:camellias\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:tonsils\nconcept:website:homes\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:nerve:peripheral_nerves\tconcept:bodypartcontainsbodypart\tconcept:artery:cord\nconcept:stateorprovince:oregon\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:mariners\nconcept:mammal:recipient\tconcept:proxyfor\tconcept:book:new\nconcept:sportsteam:cavaliers\tconcept:organizationhiredperson\tconcept:writer:brown\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:apple_trees\nconcept:room:east\tconcept:mutualproxyfor\tconcept:book:new\nconcept:website:concord\tconcept:subpartof\tconcept:company:north_carolina\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:shoppingmall:activities\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:river:dinner\nconcept:plant:ash\tconcept:plantincludeplant\tconcept:plant:hardwoods\nconcept:braintissue:sense_organs\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:city:ukiah\tconcept:atlocation\tconcept:stateorprovince:california\n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:continent:north_america\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:country:germany\tconcept:atdate\tconcept:date:n2001\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:city:upland\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:california\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:southern_oregon\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:grobe\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:landscapefeatures:islands\tconcept:mutualproxyfor\tconcept:lake:new\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:fiu_stadium\nconcept:city:dublin_dublin\tconcept:citylocatedingeopoliticallocation\tconcept:country:republic\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:connecticut\nconcept:coach:larry_coker\tconcept:worksfor\tconcept:county:miami\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:placeofworship:boy\nconcept:city:durango\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:colorado\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:citrus_heights\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:governmentorganization:european_union\tconcept:organizationheadquarteredincountry\tconcept:country:us\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:marvel\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:germany\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:retailstore:questions\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:new_england_state\nconcept:city:capital\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:country:rwanda\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:events\nconcept:sportsgame:more_months\tconcept:proxyfor\tconcept:book:new\nconcept:braintissue:enteric_nervous_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:braintissue:hypothalamus\nconcept:country:cuba\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:lavell_edwards_stadium\nconcept:city:washington_d_c\tconcept:cityalsoknownas\tconcept:city:georgetown\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:iran\nconcept:city:vallejo\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:buckeye\nconcept:country:arabia_saudita\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:vancouver\nconcept:country:norway\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:city:titusville\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:city:danville\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:liberia\nconcept:braintissue:eyes\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:country:australasia\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:nerve:autonomic_nervous_system\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:republic_of_paraguay\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:dateliteral:n1990\nconcept:bodypart:cells001\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:country:argentina\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:georgia\tconcept:organizationhiredperson\tconcept:coach:mark_richt\nconcept:country:malaysia\tconcept:countrylocatedingeopoliticallocation\tconcept:continent:asia\nconcept:beverage:new\tconcept:atlocation\tconcept:politicsblog:presence\nconcept:company:canada\tconcept:atdate\tconcept:year:n1992\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:uganda\nconcept:bodypart:digestive_organs\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:plant:evergreen_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:person:spurrier\nconcept:sportsteam:umass_lowell_river_hawks\tconcept:organizationhiredperson\tconcept:coach:john_calipari\nconcept:sport:basketball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:izod_center\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:saints\nconcept:park:n1\tconcept:proxyfor\tconcept:book:new\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:virginia_tech\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:blog:repository\nconcept:room:offices\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:cowher\nconcept:sportsteam:longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:aggies\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:notre_dame\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:coach:new\tconcept:subpartof\tconcept:weapon:weeks\nconcept:book:new\tconcept:mutualproxyfor\tconcept:room:properties\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:black_spruce\nconcept:country:trinidad_and_tobago\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:country:republic_of_nicaragua\nconcept:city:new_orleans\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:country:balkans\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:plant:black_gum\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:transportation:voters\tconcept:atdate\tconcept:date:n2001\nconcept:city:boston\tconcept:atdate\tconcept:year:n1776\nconcept:coach:new\tconcept:subpartof\tconcept:nongovorganization:u_s_\nconcept:transportation:money\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:cavaliers\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:airport:memorial_field\nconcept:musicartist:season\tconcept:organizationdissolvedatdate\tconcept:month:june\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:artery:arteries\tconcept:arterycalledartery\tconcept:bodypart:nerves001\nconcept:plant:azaleas\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:city:deerfield_beach\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:southwest001\nconcept:hospital:hialeah\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:austin_peay_state_governors\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:moldova\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:bodypart:dura\nconcept:plant:hardwoods\tconcept:plantincludeplant\tconcept:plant:walnut\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:city:gardena\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:braintissue:lower_brain\nconcept:stateorprovince:illinois\tconcept:mutualproxyfor\tconcept:city:skokie\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:beverage:new\tconcept:atlocation\tconcept:website:experience\nconcept:stateorprovince:virginia\tconcept:locationlocatedwithinlocation\tconcept:geopoliticalorganization:eastern\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:city:new_delhi\tconcept:atdate\tconcept:year:n1997\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:arizona_stadium\nconcept:website:match\tconcept:atdate\tconcept:date:n2003\nconcept:sportsteam:bears_29_17\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:bone:tumor\nconcept:bodypart:immune_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:cells001\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:eucalyptus\nconcept:book:new\tconcept:atlocation\tconcept:county:celebration\nconcept:nongovorganization:u_s_\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:stateorprovince:utah\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:nebraska\nconcept:city:wenatchee\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:airport:europe\nconcept:website:price\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:thailand\tconcept:atdate\tconcept:year:n1994\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:company:services\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:visualizablething:naples\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsteam:washington_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:nerve:nervous_system\tconcept:bodypartcontainsbodypart\tconcept:bodypart:immune_system\nconcept:city:bar\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:stateorprovince:georgia\tconcept:mutualproxyfor\tconcept:county:athens\nconcept:city:capital\tconcept:atdate\tconcept:date:n2001\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:colombia\nconcept:politicaloffice:office\tconcept:atdate\tconcept:date:n1996\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:bodypart:organ001\nconcept:bodypart:cells001\tconcept:bodypartcontainsbodypart\tconcept:braintissue:spinal_cord\nconcept:book:new\tconcept:mutualproxyfor\tconcept:island:mother\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bone:spleen\nconcept:city:home\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:tom_o_brien\nconcept:coach:frank_solich\tconcept:personbelongstoorganization\tconcept:university:nebraska\nconcept:city:norcross\tconcept:atlocation\tconcept:stateorprovince:georgia\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:city:washington_d_c\tconcept:atdate\tconcept:year:n1997\nconcept:coach:new\tconcept:subpartof\tconcept:sportsgame:more_months\nconcept:city:discussion\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:county:high_school\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:reasons\nconcept:city:springfield\tconcept:subpartof\tconcept:stateorprovince:ohio\nconcept:sociopolitical:independence\tconcept:atdate\tconcept:year:n1992\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:city:northridge\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:country:cambodia\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsleague:syracuse\tconcept:organizationhiredperson\tconcept:coach:boeheim\nconcept:person:duke\tconcept:personchargedwithcrime\tconcept:crimeorcharge:treason\nconcept:website:tour\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:northern_europe\nconcept:artery:tissues\tconcept:bodypartcontainsbodypart\tconcept:artery:blood_vessels\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:tuberville\nconcept:country:eastern_european_countries\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:bodypart:cells001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:stateorprovince:oregon\tconcept:organizationhiredperson\tconcept:coach:mike_bellotti\nconcept:person:duke\tconcept:agentcontrols\tconcept:coach:ted_roof\nconcept:sportsteam:rockets\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:country:scandinavia\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:landscapefeatures:file\tconcept:atdate\tconcept:date:n2003\nconcept:radiostation:nevada\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:country:norway\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:company:post\tconcept:agentactsinlocation\tconcept:stateorprovince:new_york\nconcept:food:foliage\tconcept:plantincludeplant\tconcept:plant:pine\nconcept:artery:blood_vessels\tconcept:arterycalledartery\tconcept:artery:carotid_artery\nconcept:stateorprovince:states\tconcept:statelocatedincountry\tconcept:country:spain\nconcept:airport:north_america\tconcept:atdate\tconcept:date:n1996\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:russia\nconcept:country:philippines\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:sportsteam:mavericks\tconcept:teamplaysincity\tconcept:city:dallas\nconcept:country:yemen\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:nerve:pituitary\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:artery:arteries\tconcept:arterycalledartery\tconcept:artery:eye\nconcept:stateorprovince:virginia\tconcept:mutualproxyfor\tconcept:county:williamsburg\nconcept:country:chile\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:geopoliticalorganization:web_site\tconcept:atdate\tconcept:date:n2001\nconcept:sportsteam:wake_forest\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:county:lexington\tconcept:citylocatedingeopoliticallocation\tconcept:stateorprovince:kentucky\nconcept:stadiumoreventvenue:air_canada_center\tconcept:attractionofcity\tconcept:city:toronto\nconcept:stateorprovince:virginia\tconcept:proxyfor\tconcept:stateorprovince:minnesota\nconcept:website:owner\tconcept:atdate\tconcept:year:n1994\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:nerve:cranial_nerves\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:limbs\nconcept:artery:carotid_artery\tconcept:arterycalledartery\tconcept:artery:arteries\nconcept:plant:conifers\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:county:tracy\nconcept:country:belarus\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:website:shop\tconcept:atdate\tconcept:date:n2001\nconcept:plant:plane_trees\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:country:jordan\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:city:web\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:company:missouri\tconcept:organizationterminatedperson\tconcept:personmexico:mike_anderson\nconcept:city:seat\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:kashmir\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:nerve:nerve_fibers\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:spartan_stadium\nconcept:city:contract\tconcept:atdate\tconcept:year:n1997\nconcept:port:port_angeles\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:placeofworship:boys\nconcept:city:tasmania\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:california\tconcept:organizationhiredperson\tconcept:coach:tedford\nconcept:city:redmond\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:celebrity:davidson_wildcats\nconcept:braintissue:spinal_cord\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:advice\nconcept:city:fairchild_air_force_base\tconcept:atdate\tconcept:date:n2000\nconcept:plant:silver_maples\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:geopoliticalorganization:web_site\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:marina\nconcept:perceptionaction:davenport\tconcept:mutualproxyfor\tconcept:governmentorganization:iowa\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:folsom\nconcept:coach:john_calipari\tconcept:coachesteam\tconcept:sportsteam:umass_lowell_river_hawks\nconcept:plant:conifers\tconcept:plantincludeplant\tconcept:plant:spruce\nconcept:country:__america\tconcept:countryalsoknownas\tconcept:country:egypt\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:rockies\nconcept:city:discussion\tconcept:atdate\tconcept:date:n2001\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:city:columbia\tconcept:atlocation\tconcept:country:us\nconcept:country:czech_republic\tconcept:atdate\tconcept:date:n2001\nconcept:river:american\tconcept:atlocation\tconcept:stateorprovince:virginia\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:carolina\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_state\nconcept:dateliteral:n2002\tconcept:proxyfor\tconcept:stateorprovince:ohio\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:building:rates\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:san_ramon\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:thailand\nconcept:sportsteam:wichita_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:country:afghanistan\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:new_orleans\tconcept:atdate\tconcept:date:n2001\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:hornbeam\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:castro\nconcept:country:ukraine\tconcept:countryalsoknownas\tconcept:country:scandinavian_countries\nconcept:university:national\tconcept:atlocation\tconcept:stateorprovince:pensacola\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:black_oak\nconcept:county:n18_years\tconcept:proxyfor\tconcept:coach:new\nconcept:country:same_time\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconc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province\tconcept:stateorprovince:new_york\nconcept:city:blythe\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:georgia\tconcept:organizationterminatedperson\tconcept:coach:vince_dooley\nconcept:bodypart:respiratory_tract\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:year_the_red_sox\nconcept:artery:arteries\tconcept:arterycalledartery\tconcept:artery:carotid_artery\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:mature_oak\nconcept:bodypart:heart_valves\tconcept:bodypartcontainsbodypart\tconcept:artery:vessels\nconcept:stateorprovince:puerto_rico\tconcept:atdate\tconcept:date:n2004\nconcept:country:sudan\tconcept:countrylocatedingeopoliticallocation\tconcept:continent:africa\nconcept:newspaper:business_journal\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:country:countries\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:korea\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:scenery\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1989\nconcept:muscle:heart_muscle\tconcept:bodypartcontainsbodypart\tconcept:artery:vessels\nconcept:city:toledo\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:country:el_salvador\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:plant:shrubs\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:united_arab_emirates\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:braintissue:activity\nconcept:city:florida\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:georgia\tconcept:mutualproxyfor\tconcept:city:norcross\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:artery:branches\tconcept:arterycalledartery\tconcept:artery:arteries\nconcept:bodypart:tract001\tconcept:bodypartcontainsbodypart\tconcept:braintissue:intestine\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:island:pakistan\nconcept:stateorprovince:illinois\tconcept:mutualproxyfor\tconcept:lake:new\nconcept:plant:bushes\tconcept:plantgrowinginplant\tconcept:vegetable:grass\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:western_europe\nconcept:landscapefeatures:camp\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:geopoliticalorganization:us_state\tconcept:subpartof\tconcept:room:house\nconcept:city:washington_d_c\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:stateorprovince:california\tconcept:atdate\tconcept:date:n2000\nconcept:city:communities\tconcept:atdate\tconcept:date:n2004\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:attraction:sounds\nconcept:stateorprovince:virginia\tconcept:mutualproxyfor\tconcept:city:arlington\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:va\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:braintissue:smell\nconcept:city:communities\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:country:philippines\tconcept:countrylocatedingeopoliticallocation\tconcept:country:third_world_countries\nconcept:city:sweden\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:beverage:new\tconcept:atlocation\tconcept:landscapefeatures:favorite_place\nconcept:stateorprovince:indiana\tconcept:mutualproxyfor\tconcept:city:kokomo\nconcept:beverage:new\tconcept:atlocation\tconcept:website:light\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:personmexico:doc_sadler\nconcept:country:indonesia\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:southeast_asia\nconcept:visualizablething:wellington\tconcept:atdate\tconcept:date:n2000\nconcept:stateorprovince:california\tconcept:atdate\tconcept:year:n1956\nconcept:coach:new\tconcept:subpartof\tconcept:politicsblog:more_times\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:plus\nconcept:bodypart:peripheral\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:beverage:new\tconcept:atlocation\tconcept:room:chain\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:rice_eccles_stadium\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:ownership\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:san_bernardino\nconcept:bodypart:system001\tconcept:bodypartcont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ncludeplant\tconcept:plant:oak_trees\nconcept:book:key_west\tconcept:proxyfor\tconcept:city:florida\nconcept:politician:alex_sink\tconcept:personhasresidenceingeopoliticallocation\tconcept:city:florida\nconcept:visualizablescene:dehli\tconcept:proxyfor\tconcept:lake:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:italy\nconcept:bodypart:tissue001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:human_body001\nconcept:city:home\tconcept:atdate\tconcept:month:april\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:puerto_rico\nconcept:visualizablescene:hollywood\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:county:student\tconcept:proxyfor\tconcept:coach:new\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:city:florida\nconcept:city:vienna\tconcept:atdate\tconcept:year:n1997\nconcept:coach:new\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablescene:harbor\nconcept:city:baghdad\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:michigan_state\tconcept:teamplaysincity\tconcept:city:east_lansing\nconcept:country:czech_republic\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:copenhagen\tconcept:atdate\tconcept:date:n1993\nconcept:country:oman\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:chile\nconcept:male:sun\tconcept:agentactsinlocation\tconcept:city:washington_d_c\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:federal_way\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:dallas\nconcept:country:japan\tconcept:countrylocatedingeopoliticallocation\tconcept:river:counties\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:island:haven\tconcept:atlocation\tconcept:lake:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:residents\nconcept:artery:leg\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:newspaper:democrat\nconcept:blog:manager\tconcept:atdate\tconcept:date:n2004\nconcept:shoppingmall:palm_beach_gardens\tconcept:atlocation\tconcept:city:florida\nconcept:sportsteam:mavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:ryan_field\nconcept:book:new\tconcept:atlocation\tconcept:city:countryside\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:country:mexico\nconcept:nerve:nerve_roots\tconcept:bodypartcontainsbodypart\tconcept:artery:cord\nconcept:city:tampa_bay\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:republic\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:metropolis\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:artery:mucous_membrane\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:geopoliticalorganization:us_\nconcept:sportsgame:yrs\tconcept:proxyfor\tconcept:book:new\nconcept:city:pittsburgh\tconcept:proxyfor\tconcept:lake:new\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:bodypart:uterus\nconcept:country:germany\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:chain\nconcept:website:babylon\tconcept:proxyfor\tconcept:book:new\nconcept:bodypart:system002\tconcept:bodypartcontainsbodypart\tconcept:braintissue:hypothalamic_pituitary_adrenal_axis\nconcept:river:arts\tconcept:locationlocatedwithinlocation\tconcept:city:york\nconcept:writer:brown\tconcept:personchargedwithcrime\tconcept:crimeorcharge:treason\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcontrols\tconcept:coach:michigan_state_spartans\nconcept:beverage:new\tconcept:atlocation\tconcept:website:move\nconcept:plant:western_red_cedar\tconcept:plantincludeplant\tconcept:plant:trees\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:license\nconcept:radiostation:new_jersey\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:bodypart:blood\tconcept:bodypartcontainsbodypart\tconcept:bodypart:brain_tissue\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:carotid_artery\nconcept:artery:fluid\tconcept:bodypartcontainsbodypart\tconcept:artery:vessels\nconcept:bodypart:appearance\tconcept:atdate\tconcept:dateliteral:n2007\n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catedwithinlocation\tconcept:hotel:today\nconcept:city:arlington\tconcept:citylocatedinstate\tconcept:stateorprovince:virginia\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:nc_state\nconcept:traditionalgame:vegas\tconcept:proxyfor\tconcept:book:new\nconcept:country:republic_of_guatemala\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:sierra_leone\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:artery:vessel_walls\tconcept:arterycalledartery\tconcept:artery:cells\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:san_clemente\nconcept:sportsteam:georgia_tech\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:mike_price\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:jack_trice_stadium\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:belarus\nconcept:braintissue:adrenal_glands\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:country:latvia\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:headquarters\nconcept:geopoliticalorganization:theater\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:country:darfur\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:governmentorganization:iowa\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:san_jose_state\nconcept:city:toronto\tconcept:cityalsoknownas\tconcept:city:columbia\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:yale_bowl\nconcept:beverage:new\tconcept:atlocation\tconcept:blog:manager\nconcept:island:operations\tconcept:atdate\tconcept:date:n2000\nconcept:beverage:new\tconcept:atlocation\tconcept:website:african_american\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:ginkgo\nconcept:city:kokomo\tconcept:proxyfor\tconcept:stateorprovince:indiana\nconcept:nerve:retina\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system002\nconcept:stateorprovince:texas\tconcept:organizationterminatedperson\tconcept:coach:rick_barnes\nconcept:artery:cord\tconcept:bodypartcontainsbodypart\tconcept:artery:matter\nconcept:bodypart:organ001\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:city:washington_d_c\tconcept:proxyfor\tconcept:stateorprovince:indiana\nconcept:country:germany\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:book:new\tconcept:atlocation\tconcept:company:look\nconcept:sportsteam:rangers\tconcept:proxyfor\tconcept:book:new\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:geopoliticallocation:world\nconcept:visualizablething:use\tconcept:atdate\tconcept:year:n1983\nconcept:city:vancouver\tconcept:proxyfor\tconcept:lake:new\nconcept:bodypart:kidney\tconcept:bodypartcontainsbodypart\tconcept:artery:blood_vessels\nconcept:city:springfield\tconcept:atdate\tconcept:date:n2004\nconcept:country:nigeria\tconcept:countrylocatedingeopoliticallocation\tconcept:country:western_africa\nconcept:stateorprovince:colorado\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:south_dakota\nconcept:geopoliticallocation:southern\tconcept:mutualproxyfor\tconcept:stateorprovince:illinois\nconcept:stadiumoreventvenue:post_gazette_pavilion_at_star_lake\tconcept:atlocation\tconcept:city:pittsburgh\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:skiarea:case\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:country:tajikistan\nconcept:visualizablething:residence\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:bishop\nconcept:radiostation:nevada\tconcept:atdate\tconcept:date:n1999\nconcept:website:the_massachusetts\tconcept:atlocation\tconcept:city:boston\nconcept:company:north_carolina\tconcept:companyeconomicsector\tconcept:economicsector:insurance\nconcept:county:miami\tconcept:agentparticipatedinevent\tconcept:eventoutcome:title\nconcept:coach:kentucky\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:room:level\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:naperville\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:illinois\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:malaysia\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:hermosa_beach\nconcept:governmentorganization:european_union\tconcept:atdate\tconcept:date:n2000\nconcept:perceptionaction:waterloo\tconcept:mutualproxyfor\tconcept:governmentorganization:iowa\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:mali\nconcept: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  {
    "path": "inductive_lp/data/nell_v2/valid.txt",
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omac\nconcept:country:latvia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:beach:massachusetts\tconcept:proxyfor\tconcept:book:new\nconcept:geopoliticallocation:arizona_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:profession:spokane\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:nerve:muscles\tconcept:bodypartcontainsbodypart\tconcept:artery:brain\nconcept:plant:trees\tconcept:plantincludeplant\tconcept:plant:balsam\nconcept:country:jordan\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:country:jamaica\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:visualizablething:queensland\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:visualizablescene:dana_point\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:stateorprovince:georgia\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:republic_of_nicaragua\nconcept:city:roseville\tconcept:atlocation\tconcept:stateorprovince:minnesota\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:weather\nconcept:stateorprovince:virginia\tconcept:mutualproxyfor\tconcept:city:danville\nconcept:city:muncie\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:bodypart:muscle_groups\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:destinations\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1994\nconcept:country:slovak_republic\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:vehicle:services\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:maryland\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:university:usc\nconcept:musicsong:abilene\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:landscapefeatures:housing\tconcept:proxyfor\tconcept:book:new\nconcept:geopoliticallocation:world\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:airport:north_america\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:sweden\tconcept:atdate\tconcept:date:n1993\nconcept:city:communities\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:antioch\nconcept:city:montreal\tconcept:atdate\tconcept:date:n2001\nconcept:artery:arms\tconcept:bodypartcontainsbodypart\tconcept:artery:arteries\nconcept:city:florida\tconcept:mutualproxyfor\tconcept:politician:alex_sink\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsteam:wake_forest\tconcept:teamplaysagainstteam\tconcept:sportsteam:virginia_tech\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:artery:branches\nconcept:bodypart:system001\tconcept:bodypartcontainsbodypart\tconcept:bodypart:kidneys\nconcept:city:redwood_city\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:mackay_stadium\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:reser_stadium\nconcept:room:house\tconcept:locationlocatedwithinlocation\tconcept:lake:new\nconcept:geopoliticallocation:ecuador\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:chile\tconcept:atdate\tconcept:date:n2004\nconcept:city:home\tconcept:atdate\tconcept:month:july\nconcept:dateliteral:n1980\tconcept:mutualproxyfor\tconcept:stateorprovince:new_york\nconcept:country:thailand\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:cameroon\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:country:philippines\tconcept:atdate\tconcept:date:n2003\nconcept:sportsteam:boston_celtics\tconcept:teamplaysincity\tconcept:city:boston\nconcept:sportsteam:vols\tconcept:teamplaysagainstteam\tconcept:sportsteam:lsu\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:study\nconcept:county:jupiter\tconcept:atdate\tconcept:date:n1996\nconcept:artery:vessels\tconcept:arterycalledartery\tconcept:bodypart:nerves001\nconcept:city:washington_d_c\tconcept:organizationterminatedperson\tconcept:person:ty_willingham\nconcept:radiostation:san_antonio\tconcept:atlocation\tconcept:city:florida\nconcept:artery:eye\tconcept:bodypartcontainsbodypart\tconcept:bodypart:system001\nconcept:geopoliticallocation:southern\tc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  {
    "path": "inductive_lp/data/nell_v2_ind/test.txt",
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m:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:carolina\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:terry_porter\nconcept:tradeunion:search\tconcept:agentcompeteswithagent\tconcept:geopoliticalorganization:customers\nconcept:country:united_states\tconcept:atdate\tconcept:dateliteral:n1950\nconcept:city:service\tconcept:atdate\tconcept:date:n1977\nconcept:blog:google\tconcept:competeswith\tconcept:company:local\nconcept:musicalbum:press\tconcept:atdate\tconcept:date:n2009\nconcept:automobilemaker:contact\tconcept:agentcreated\tconcept:geometricshape:ideas\nconcept:coach:mangini\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:professionalorganization:lions\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:sportsteam:kings_college\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:mammal:feral_cats\tconcept:specializationof\tconcept:mammal:animals\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:bird:ospreys\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:person:toomas_hendrik_ilves\tconcept:personhasjobposition\tconcept:politicaloffice:president\nconcept:sportsteam:kings_college\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:governmentorganization:house\tconcept:atdate\tconcept:month:may\nconcept:country:united_states\tconcept:atdate\tconcept:date:n1941\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:portland_trailblazers\nconcept:company:bbc\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:arthropod:files\tconcept:agentcreated\tconcept:book:print\nconcept:terroristorganization:point\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:governmentorganization:directory\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:stateorprovince:louisiana\tconcept:statehascapital\tconcept:city:baton_rouge\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:ole_miss\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:sportsteam:eagles\tconcept:teamplaysinleague\tconcept:sportsleague:nfl\nconcept:vegetable:garlic\tconcept:thinghascolor\tconcept:color:brown\nconcept:book:years\tconcept:atdate\tconcept:year:n1998\nconcept:sportsteam:washington_nationals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:stateorprovince:paypal\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:philadelphia_eagles\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:indiana_pacers\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:university:microsoft\tconcept:synonymfor\tconcept:software:excel_2007\nconcept:tradeunion:web_site\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:privacy_policy\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:race:video\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:personcanada:shop\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:nonprofitorganization:data\tconcept:agentparticipatedinevent\tconcept:eventoutcome:basis\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1913\nconcept:politicalparty:republic\tconcept:synonymfor\tconcept:country:brazil\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:hubert_h__humphrey_metrodome\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_athletics\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:bird:golden_eagles\nconcept:mammal:dogs\tconcept:agentcompeteswithagent\tconcept:mammal:mals\nconcept:country:croatia\tconcept:countrycurrency\tconcept:currency:kuna\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:publication:people_\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:offences\nconcept:attraction:mississippi\tconcept:riveremptiesintoriver\tconcept:river:yazoo_river\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\n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  },
  {
    "path": "inductive_lp/data/nell_v2_ind/valid.txt",
    "content": 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  },
  {
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    "content": 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pt:stateorprovince:newjersey\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:chocolate\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:onion\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:stateorprovince:pennsylvania\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:australasia\nconcept:emotion:officer\tconcept:atdate\tconcept:date:n2004\nconcept:emotion:site\tconcept:atdate\tconcept:dateliteral:n2010\nconcept:university:google\tconcept:agentcompeteswithagent\tconcept:company:ebay001\nconcept:attraction:victoria001\tconcept:proxyfor\tconcept:book:new\nconcept:stateorprovince:line\tconcept:agentcreated\tconcept:website:phone\nconcept:profession:services\tconcept:professionistypeofprofession\tconcept:profession:lawyers\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bears_29_17\nconcept:country:new_zealand\tconcept:atdate\tconcept:year:n1997\nconcept:country:mexico\tconcept:countryalsoknownas\tconcept:country:china\nconcept:city:phoenix\tconcept:proxyfor\tconcept:lake:new\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:auckland\nconcept:bird:duck\tconcept:animaleatfood\tconcept:vegetable:onions\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:setting\nconcept:website:trip\tconcept:atdate\tconcept:month:september\nconcept:geopoliticallocation:santa_maria\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:jobposition:commissioner\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:nongovorganization:u_s_\nconcept:website:tour\tconcept:atdate\tconcept:date:n2009\nconcept:city:vero_beach\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:stateorprovince:cooperation\tconcept:istallerthan\tconcept:publication:people_\nconcept:city:washington_dc\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:website:bangladesh\tconcept:atdate\tconcept:date:n1999\nconcept:city:barcelona\tconcept:atdate\tconcept:date:n2004\nconcept:website:visit\tconcept:atdate\tconcept:date:n2009\nconcept:country:croatia\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:publication:people_\nconcept:city:choice\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:city:father\tconcept:atdate\tconcept:year:n1997\nconcept:city:name\tconcept:atdate\tconcept:year:n1981\nconcept:country:cayman_islands\tconcept:atdate\tconcept:date:n2004\nconcept:website:province\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:baytown\tconcept:atlocation\tconcept:stateorprovince:texas\nconcept:city:article\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:meat:beef\tconcept:agriculturalproductcomingfromvertebrate\tconcept:agriculturalproduct:cattle\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:mammal:rabbits\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablething:residence\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:network\nconcept:city:area\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:window\nconcept:city:johnstown\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:personus:warren_buffet\nconcept:city:carlsbad\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:publication:people_\tconcept:atdate\tconcept:date:n2004\nconcept:geopoliticalorganization:us_state\tconcept:subpartof\tconcept:room:house\nconcept:country:portugal\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:weapon:course\tconcept:mutualproxyfor\tconcept:book:new\nconcept:country:australia\tconcept:atdate\tconcept:year:n1916\nconcept:city:plano\tconcept:citylocatedinstate\tconcept:stateorprovince:texas\nconcept:radiostation:san_antonio\tconcept:atlocation\tconcept:city:florida\nconcept:reptile:turtles\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:agriculturalproduct:black_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:onion\nconcept:insect:ticks\tconcept:animalsuchasinvertebrate\tconcept:insect:bugs\nconcept:emotion:field\tconcept:mutualproxyfor\tconcept:book:new\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:food:dill_mayonnaise\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:blue_jays\nconcept:sportsteam:ncaa_youth_kids\tconcept:atdate\tconcept:date:n1996\nconcept:eventoutcome:practice\tconcept:atdate\tconcept:date:n2000\nconcept:governmentorganization:republ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cation\tconcept:trainstation:schedules\nconcept:monument:rhode_island\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:sportsteam:boston_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:county:atlanta\tconcept:locationlocatedwithinlocation\tconcept:city:ia\nconcept:agriculturalproduct:spices\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:vinegar\nconcept:agriculturalproduct:pigs\tconcept:animalpreyson\tconcept:animal:small_mammals\nconcept:governmentorganization:hhs\tconcept:organizationacronymhasname\tconcept:governmentorganization:u_s__dept__of_health_and_human_services\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:stateorprovince:georgia\nconcept:agriculturalproduct:pigs\tconcept:animalpreyson\tconcept:mammal:rodents\nconcept:book:new\tconcept:proxyfor\tconcept:sportsgame:days_last_week\nconcept:male:russia\tconcept:synonymfor\tconcept:weapon:soviet_union\nconcept:stateorprovince:management_team\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:physicalaction:materials\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:population\tconcept:atdate\tconcept:date:n2003\nconcept:city:pacifica\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:reptile:alligators\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:aquarium:uk_\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:bakedgood:sandwich\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:tea\nconcept:country:israel\tconcept:atdate\tconcept:date:n1999\nconcept:animal:birds002\tconcept:animalpreyson\tconcept:animal:creatures\nconcept:city:texas\tconcept:atdate\tconcept:date:n2009\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:venice\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:performances\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1967\nconcept:sportsteam:bears_29_17\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1941\nconcept:city:service\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:amphibian:parent\tconcept:animaldevelopdisease\tconcept:disease:syndrome\nconcept:book:new\tconcept:mutualproxyfor\tconcept:beverage:arizona\nconcept:blog:wichita_falls\tconcept:atlocation\tconcept:city:texas\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:nazi_germany\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:landscape\nconcept:wine:red_wine\tconcept:agriculturalproductcontainchemical\tconcept:chemical:compounds\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:governmentorganization:office\nconcept:visualizablescene:ny\tconcept:atdate\tconcept:year:n1998\nconcept:bedroomitem:piece\tconcept:mutualproxyfor\tconcept:book:new\nconcept:city:uk\tconcept:organizationhiredperson\tconcept:personaustralia:tubby_smith\nconcept:website:east\tconcept:proxyfor\tconcept:book:new\nconcept:city:parents\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:animal:turkey\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:company:daily_news001\tconcept:hasofficeincity\tconcept:city:washington_d_c\nconcept:governmentorganization:government\tconcept:atdate\tconcept:year:n1992\nconcept:geopoliticallocation:offer\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:person:jeff_van_gundy\nconcept:city:atlanta\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:poland\nconcept:room:ownership\tconcept:proxyfor\tconcept:book:new\nconcept:museum:original_home\tconcept:proxyfor\tconcept:book:new\nconcept:beverage:new\tconcept:atlocation\tconcept:hotel:landmark\nconcept:food:peppers\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:potatoes\nconcept:agriculturalproduct:lemon\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:agriculturalproduct:cloves\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:black_pepper\nconcept:emotion:land\tconcept:atdate\tconcept:date:n2004\nconcept:island:staff\tconcept:synonymfor\tconcept:boardgame:board\nconcept:nongovorganization:lawmakers\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:lubbock\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:texas_tech\nconcept:website:knowledge\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:authors\nconcept:musicalbum:air\tconcept:atdate\tconcept:date:n1996\nconcept:city:arlington\tconcept:proxyfor\tconcept:stateorprovince:virginia\nconcep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tconcept:locationlocatedwithinlocation\tconcept:city:pittsburgh\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n1993\nconcept:vegetable:greens\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:profession:services\tconcept:professionistypeofprofession\tconcept:jobposition:physician\nconcept:company:clinton\tconcept:agentcontrols\tconcept:clothing:white\nconcept:vegetable:spinach\tconcept:agriculturalproductcontainchemical\tconcept:chemical:iron\nconcept:jobposition:candidate\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:company:boston_globe001\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:decision\nconcept:governmentorganization:services\tconcept:locationlocatedwithinlocation\tconcept:city:texas\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:designers\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:park:arena_hotel\nconcept:writer:husband\tconcept:atdate\tconcept:year:n1998\nconcept:city:service\tconcept:atdate\tconcept:date:n1962\nconcept:blog:form\tconcept:agentcreated\tconcept:retailstore:setup\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:avocado\nconcept:country:zimbabwe\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:oregon\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:british_columbia\nconcept:vegetable:cucumber\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:country:korea\tconcept:atdate\tconcept:year:n1952\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:celery_seed\nconcept:musicalbum:days\tconcept:atdate\tconcept:date:n1966\nconcept:country:australia\tconcept:atdate\tconcept:date:n2001\nconcept:visualizablething:call\tconcept:atdate\tconcept:date:n1999\nconcept:nonprofitorganization:organizations\tconcept:organizationhiredperson\tconcept:personus:party\nconcept:bird:pelicans\tconcept:animalpreyson\tconcept:animal:birds002\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:seal_beach\nconcept:county:austin\tconcept:atdate\tconcept:date:n2001\nconcept:city:place\tconcept:atdate\tconcept:date:n1922\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:western_europe\nconcept:stadiumoreventvenue:veterans_memorial_stadium\tconcept:stadiumlocatedincity\tconcept:city:philadelphia\nconcept:book:amsterdam\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:montreal_expos\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:profession:health_care_professionals\tconcept:professionistypeofprofession\tconcept:profession:nurses\nconcept:room:lot\tconcept:mutualproxyfor\tconcept:book:new\nconcept:skiarea:maine\tconcept:proxyfor\tconcept:book:new\nconcept:sport:basketball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:wachovia_center\nconcept:city:place\tconcept:organizationdissolvedatdate\tconcept:date:sep\nconcept:country:indonesia\tconcept:atdate\tconcept:date:n1996\nconcept:city:baghdad\tconcept:citylocatedincountry\tconcept:country:iraq\nconcept:bank:gold\tconcept:agentcompeteswithagent\tconcept:tradeunion:article\nconcept:mammal:breeds\tconcept:animalpreyson\tconcept:mammal:dogs\nconcept:city:service\tconcept:atdate\tconcept:date:n1941\nconcept:fish:bass\tconcept:fishservedwithfood\tconcept:bakedgood:sauce\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:houston_astros\nconcept:geopoliticallocation:reports\tconcept:atdate\tconcept:date:n1999\nconcept:emotion:land\tconcept:atdate\tconcept:date:n2000\nconcept:country:uganda\tconcept:atdate\tconcept:date:n2001\nconcept:emotion:senate\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:sportsteam:kings_college\tconcept:teamplaysincity\tconcept:city:london_city\nconcept:city:decatur\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:vehicle:countries\tconcept:proxyfor\tconcept:book:new\nconcept:book:new\tconcept:mutualproxyfor\tconcept:weatherphenomenon:waters\nconcept:building:america\tconcept:locationlocatedwithinlocation\tconcept:planet:eastern\nconcept:beverage:new\tconcept:atlocation\tconcept:transportation:story\nconcept:profession:faculty\tconcept:professionistypeofprofession\tconcept:profession:designers\nconcept:food:calcium\tconcept:fooddecreasestheriskofdisease\tconcept:disease:cancer\nconcept:product:minister\tconcept:atdate\tconcept:date:n1993\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:sportsgame:terms\nconcept:chemical:gases\tconcept:chemicalistypeofchemical\tconcept:chemical:chemicals\nconcept:food:butternut_s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tconcept:date:n2003\nconcept:country:republic_of_india\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:population\tconcept:atdate\tconcept:date:n1999\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:beverage:industrial_water\nconcept:stateorprovince:events\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:chicago_cubs\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series_title\nconcept:insect:grubs\tconcept:animaleatfood\tconcept:agriculturalproduct:plants\nconcept:beverage:tea\tconcept:agriculturalproductcontainchemical\tconcept:chemical:properties\nconcept:country:__america\tconcept:countryalsoknownas\tconcept:country:u_s_\nconcept:island:staff\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:country:ghana\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1973\nconcept:city:home\tconcept:mutualproxyfor\tconcept:book:six\nconcept:musicalbum:today\tconcept:atdate\tconcept:date:community\nconcept:country:uk\tconcept:countrylocatedingeopoliticallocation\tconcept:city:members\nconcept:animal:beasts\tconcept:animalpreyson\tconcept:mammal:bears\nconcept:county:manchester\tconcept:locationlocatedwithinlocation\tconcept:politicsblog:new_hampshire\nconcept:bodypart:affected_areas\tconcept:proxyfor\tconcept:weatherphenomenon:new\nconcept:country:turkey\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:book:america\tconcept:mutualproxyfor\tconcept:book:new\nconcept:profession:radiologists\tconcept:professionistypeofprofession\tconcept:profession:specialists\nconcept:female:yankees\tconcept:agentparticipatedinevent\tconcept:sportsgame:n1999_world_series\nconcept:city:districts\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:sportsgame:championship\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:cats\nconcept:mammal:deer\tconcept:animalistypeofanimal\tconcept:animal:beasts\nconcept:geopoliticallocation:agencies\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:book:new\tconcept:proxyfor\tconcept:profession:hours\nconcept:city:prague\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:grain:sugar\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:vinegar\nconcept:animal:animals002\tconcept:animalpreyson\tconcept:bird:farm_animals\nconcept:company:new_york\tconcept:agentcompeteswithagent\tconcept:city:herald\nconcept:beverage:new\tconcept:atlocation\tconcept:hotel:major_center\nconcept:country:england\tconcept:atdate\tconcept:date:n1976\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:stateorprovince:illinois\nconcept:city:contract\tconcept:atdate\tconcept:date:n2004\nconcept:county:columbus\tconcept:subpartof\tconcept:university:ohio\nconcept:website:experience\tconcept:organizationdissolvedatdate\tconcept:month:june\nconcept:building:outlet\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:year:n1975\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:visualizablescene:white_plains\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:country:new_zealand\tconcept:mutualproxyfor\tconcept:lake:new\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1963\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:property_managers\nconcept:geometricshape:percent\tconcept:proxyfor\tconcept:book:new\nconcept:mammal:whales\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:county:conditions\tconcept:istallerthan\tconcept:publication:people_\nconcept:fruit:oranges\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:company:new_york\tconcept:competeswith\tconcept:website:new_york_american\nconcept:governmentorganization:house\tconcept:atdate\tconcept:year:n1988\nconcept:website:experience\tconcept:organizationdissolvedatdate\tconcept:month:november\nconcept:transportation:operation\tconcept:atdate\tconcept:date:n2003\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:lavell_edwards_stadium\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:spicy_wing_sauce\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:nongovorganization:council\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:book:new\tconcept:mutualproxyfor\tconcept:criminal:england_area\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:vegetable:fillet\nconcept:newspaper:journal\tconcept:hasofficeincity\tconcept:city:la\nconcept:country:lebanon\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:arab_states\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:woodland\nconcept:date:meeting\tconcept:atdate\tconcept:month:november\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebr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try:eu_countries\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:argentina\nconcept:city:lake_forest\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:politicsissue:residents\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:book:new\tconcept:atlocation\tconcept:street:lots\nconcept:book:new\tconcept:mutualproxyfor\tconcept:emotion:college\nconcept:book:new\tconcept:atlocation\tconcept:bridge:premier_destination\nconcept:director:committee\tconcept:agentcreated\tconcept:furniture:chairs\nconcept:animal:creatures\tconcept:animalpreyson\tconcept:bird:owls\nconcept:city:discussion\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:room:level\tconcept:atdate\tconcept:year:n1989\nconcept:reptile:snakes\tconcept:specializationof\tconcept:mammal:animals\nconcept:profession:hours\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:river:arts\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:cyprus\nconcept:country:dominican_republic\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:york\tconcept:atlocation\tconcept:stateorprovince:pennsylvania\nconcept:jobposition:agency\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:country:turkey\tconcept:atdate\tconcept:date:n2009\nconcept:airport:europe\tconcept:atdate\tconcept:year:n1992\nconcept:country:turkey\tconcept:countrylocatedingeopoliticallocation\tconcept:country:south_africa\nconcept:website:homes\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:portland_trailblazers\nconcept:country:ethiopia\tconcept:atdate\tconcept:date:n2003\nconcept:governmentorganization:government\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:profession:leaders\tconcept:professionistypeofprofession\tconcept:profession:educators\nconcept:beverage:new\tconcept:atlocation\tconcept:skyscraper:financial_center\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:mountain:big_bear_lake\nconcept:country:croatia\tconcept:atdate\tconcept:date:n2004\nconcept:island:society\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:monument:pro\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:campus\nconcept:book:brand\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:person:john003\tconcept:personhasjobposition\tconcept:jobposition:prophet\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:nunavut\nconcept:agriculturalproduct:plants\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:barley\nconcept:person:home001\tconcept:personleadsorganization\tconcept:university:google\nconcept:wallitem:beginning\tconcept:atdate\tconcept:date:n2003\nconcept:book:new\tconcept:atlocation\tconcept:building:west\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:dallas_mavericks\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:surprise\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:amarillo\nconcept:city:boston\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:island:proposal\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:newspaper:sun_microsystems\tconcept:organizationheadquarteredincity\tconcept:county:los_angeles_county\nconcept:book:friends\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:jobposition:municipalities\tconcept:proxyfor\tconcept:book:new\nconcept:book:home_town\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:crustacean:lobsters\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:musicsong:villa\tconcept:mutualproxyfor\tconcept:coach:n3\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:gulf_coast\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:attraction:louisiana\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:bridge:new_jersey\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:visualizablescene:pinecrest\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:cheese:brie_cheese\nconcept:stadiumoreventvenue:lifestyles_communities_pavilion\tconcept:atlocation\tconcept:county:columbus\nconcept:country:u_s_\tconcept:countrylocatedingeopoliticallocation\tconcept:city:members\nconcept:coach:tyrone_willingham\tconcept:worksfor\tconcept:city:washington_d_c\nconc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nconcept:vegetable:sprouts\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:visualizablething:naples\tconcept:proxyfor\tconcept:city:florida\nconcept:terroristorganization:state\tconcept:agentcollaborateswithagent\tconcept:terroristorganization:money\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:governmentorganization:office\nconcept:company:new_york\tconcept:atlocation\tconcept:lake:new\nconcept:beach:fort_worth\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:animal:eagle\tconcept:agentcompeteswithagent\tconcept:animal:birds002\nconcept:profession:translators\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:university:ministry\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:__america\nconcept:book:services\tconcept:atdate\tconcept:date:n1999\nconcept:mldataset:n4\tconcept:proxyfor\tconcept:book:new\nconcept:musicalbum:us\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:agriculturalproduct:cayenne_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:televisionshow:providence\tconcept:subpartof\tconcept:monument:rhode_island\nconcept:terroristorganization:state\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:governmentorganization:house\tconcept:atdate\tconcept:dayofweek:friday\nconcept:politicsissue:efforts\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:musicalbum:air\tconcept:atdate\tconcept:date:n2003\nconcept:vehicle:services\tconcept:subpartof\tconcept:planet:fresh_water\nconcept:mammal:dogs\tconcept:proxyfor\tconcept:book:new\nconcept:beverage:new\tconcept:atlocation\tconcept:stadiumoreventvenue:madison_square_garden\nconcept:beverage:arizona\tconcept:mutualproxyfor\tconcept:building:glendale\nconcept:radiostation:newark\tconcept:subpartof\tconcept:university:ohio\nconcept:stateorprovince:connecticut\tconcept:mutualproxyfor\tconcept:city:hartford\nconcept:room:coast\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:mammal:cats\tconcept:animaldevelopdisease\tconcept:disease:arthritis\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bronx_bombers\nconcept:musicalbum:us\tconcept:mutualproxyfor\tconcept:book:new\nconcept:agriculturalproduct:broccoli\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:book:new\tconcept:proxyfor\tconcept:visualizablething:full_days\nconcept:agriculturalproduct:black_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:beverage:lime_juice\nconcept:city:istanbul\tconcept:citylocatedincountry\tconcept:country:turkey\nconcept:river:dinner\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:home\tconcept:atdate\tconcept:date:n1949\nconcept:city:encinitas\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:sportsgame:half\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:bird:duck\tconcept:animaleatvegetable\tconcept:agriculturalproduct:mushroom\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:visualizablescene:san_bernadino\nconcept:city:father\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:island:staff\tconcept:proxyfor\tconcept:book:new\nconcept:continent:antarctica\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:beverage:orange\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:beverage:new\tconcept:atlocation\tconcept:room:mission\nconcept:website:facebook\tconcept:competeswith\tconcept:company:wikipedia001\nconcept:governmentorganization:office\tconcept:agentcreated\tconcept:victim:students_contact\nconcept:profession:oncologists\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1968\nconcept:city:home\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:jobposition:physician\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:company:aol\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:city:fremont\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:university:google\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:children\tconcept:atdate\tconcept:date:n2000\nconcept:vegetable:rice\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:animal:babies\tconcept:animalistypeofanimal\tconcept:mammal:dogs\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:date:n1971\nconcept:profession:providers\tconcept:professionistypeofprofession\tconcept:profession:massage_therapists\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:car\nconcept:stateorprovince:products\tconcept:istallerthan\tconcept:publication:people_\nconcept:book:years\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:port:iberia\tconcept:proxyfor\tconcept:book:new\nconcept:company:services\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:country:left_parties\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:mcallen\tconcept:subpartof\tconcept:stateorprovince:texas\nconcept:county:chicago\tconcept:atdate\tconcept:date:n1928\nconcept:food:egg\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:chickens\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:pumpkin\nconcept:city:taiwan\tconcept:atdate\tconcept:date:n1999\nconcept:newspaper:the_national\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:governmentorganization:government\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:beverage:coconut_milk\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:bakedgood:blini\nconcept:country:nigeria\tconcept:atdate\tconcept:date:n2001\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:shore\nconcept:bird:chickens\tconcept:animalistypeofanimal\tconcept:animal:poultry\nconcept:sportsteam:florida_gators\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:city:web\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1972\nconcept:sportsteam:dallas_cowboys\tconcept:organizationhiredperson\tconcept:coach:wade_phillips\nconcept:blog:google\tconcept:competeswith\tconcept:website:yahoo\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n1999\nconcept:city:area\tconcept:atdate\tconcept:date:n1996\nconcept:company:new_york\tconcept:agentactsinlocation\tconcept:highway:the_new\nconcept:grain:barley\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:country:finland\tconcept:atdate\tconcept:date:n2000\nconcept:reptile:fishes\tconcept:animaleatfood\tconcept:plant:algae\nconcept:room:newport\tconcept:locationlocatedwithinlocation\tconcept:monument:rhode_island\nconcept:agriculturalproduct:black_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:olive_oil\nconcept:profession:authors\tconcept:professionistypeofprofession\tconcept:profession:leaders\nconcept:beverage:new\tconcept:atlocation\tconcept:company:cities\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stadiumoreventvenue:louisiana_superdome\nconcept:country:france_france\tconcept:atdate\tconcept:year:n1986\nconcept:sportsteam:indiana_pacers\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:politicsissue:laws\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:indiana_pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:musicalbum:days\tconcept:atdate\tconcept:year:n1998\nconcept:coach:bill_lynch\tconcept:worksfor\tconcept:stateorprovince:indiana\nconcept:museum:new_york_times\tconcept:atdate\tconcept:date:n2000\nconcept:book:new\tconcept:mutualproxyfor\tconcept:sportsleague:teams\nconcept:planet:seasons\tconcept:locationlocatedwithinlocation\tconcept:building:vegas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:governmentorganization:european_union\nconcept:bird:chickens\tconcept:animalistypeofanimal\tconcept:mammal:pets\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:nongovorganization:gop\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:governmentorganization:clients\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:maine_department\nconcept:vegetable:spinach\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:potatoes\nconcept:jobposition:family_physician\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:profession:support_staff\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:university:google\tconcept:agentcompeteswithagent\tconcept:website:technorati\nconcept:celebrity:venice\tconcept:proxyfor\tconcept:book:new\nconcept:politicsissue:meetings\tconcept:atdate\tconcept:month:august\nconcept:university:illinois_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:politicalparty:southern_states\tconcept:proxyfor\tconcept:emotion:new\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:colton\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:highway:talk\nconcept:stateorprovince:nsw\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:oakhurst\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:vehicle:three\tconcept:mutualproxyfor\tconcept:geometricshape:property\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:sportsteam:bears_29_17\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:animal:poultry\nconcept:city:service\tconcept:subpartof\tconcept:book:oil\nconcept:animal:animals002\tconcept:animalpreyson\tconcept:amphibian:dragons\nconcept:website:homes\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:book:electricity\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:agriculturalproduct:red_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:vinegar\nconcept:room:unit\tconcept:atdate\tconcept:date:n2004\nconcept:animal:creatures\tconcept:animalpreyson\tconcept:mammal:reptiles\nconcept:vehicle:regions\tconcept:objectfoundinscene\tconcept:landscapefeatures:valley\nconcept:governmentorganization:house\tconcept:atdate\tconcept:date:n1999\nconcept:city:greeley\tconcept:citylocatedinstate\tconcept:stateorprovince:nebraska\nconcept:vegetable:onions\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:rounds\nconcept:website:trip\tconcept:atdate\tconcept:date:n1993\nconcept:city:lynwood\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:visualizablething:measures\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:mammal:whales\tconcept:animalsuchasinvertebrate\tconcept:animal:mammals001\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:pei\nconcept:blog:google\tconcept:competeswith\tconcept:newspaper:sun_microsystems\nconcept:vegetable:onions\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:spices\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:middle_east\nconcept:clothing:positions\tconcept:atdate\tconcept:date:n2000\nconcept:stateorprovince:oregon\tconcept:mutualproxyfor\tconcept:city:albany\nconcept:book:new\tconcept:proxyfor\tconcept:visualizableattribute:minutes\nconcept:agriculturalproduct:sides\tconcept:objectfoundinscene\tconcept:city:volcano\nconcept:profession:psychologists\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:country:korea\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:profession:faculty\tconcept:professionistypeofprofession\tconcept:profession:attorneys\nconcept:room:coast\tconcept:atdate\tconcept:date:n1942\nconcept:country:denmark\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:coach:new\tconcept:subpartof\tconcept:city:service\nconcept:agent:start\tconcept:atdate\tconcept:year:n1995\nconcept:eventoutcome:practice\tconcept:atdate\tconcept:date:n2001\nconcept:hallwayitem:boat\tconcept:atdate\tconcept:date:n2004\nconcept:professionalorganization:national_board\tconcept:mutualproxyfor\tconcept:politicaloffice:association\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:vehicle:banks\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:beverage:hershey\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:beverage:_\tconcept:beveragemadefrombeverage\tconcept:wine:sauvignon\nconcept:city:number\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:person:andy_reid\tconcept:worksfor\tconcept:county:philadelphia\nconcept:website:visit\tconcept:atdate\tconcept:year:n1988\nconcept:city:team\tconcept:agentparticipatedinevent\tconcept:sportsgame:championship\nconcept:musicinstrument:africa\tconcept:atdate\tconcept:date:n2000\nconcept:book:change\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:visualizablething:weekends\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:biotechcompany:china\tconcept:atdate\tconcept:year:n1992\nconcept:country:iraq\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:book:new\tconcept:proxyfor\tconcept:sportsgame:short_years\nconcept:profession:therapists\tconcept:professionistypeofprofession\tconcept:profession:staff\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bengals\nconcept:city:tehran\tconcept:citylocatedincountry\tconcept:country:iran\nconcept:city:york\tconcept:cityliesonriver\tconcept:river:susquehanna\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:reptile:tree_frog\nconcept:city:vienna\tconcept:atdate\tconcept:date:n1996\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:rocklin\nconcept:city:victorville\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:book:new\tconcept:atlocation\tconcept:county:manhattan\nconcept:person:john003\tconcept:persongraduatedfromuniversity\tconcept:university:massachusetts_institute_of_technology\nconcept: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people_\nconcept:vegetable:onion\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:tomatoes\nconcept:charactertrait:world\tconcept:atdate\tconcept:date:n1979\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:honey_mustard\nconcept:book:new\tconcept:atlocation\tconcept:river:six\nconcept:celebrity:larry_scott\tconcept:proxyfor\tconcept:athlete:wta\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:articles\nconcept:person:government\tconcept:agentcollaborateswithagent\tconcept:monarch:property\nconcept:amphibian:larvae\tconcept:animaleatfood\tconcept:food:leaf_surfaces\nconcept:eventoutcome:amount\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:decatur\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:country:sri_lanka\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:agriculturalproduct:cloves\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:geopoliticalorganization:theater\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:governmentorganization:governments\tconcept:atdate\tconcept:date:n1999\nconcept:river:arts\tconcept:proxyfor\tconcept:book:new\nconcept:emotion:senate\tconcept:atdate\tconcept:date:n1996\nconcept:protein:medicine\tconcept:atdate\tconcept:year:n1998\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:book:forum\nconcept:date:n1996\tconcept:proxyfor\tconcept:lake:new\nconcept:country:canada_canada\tconcept:atdate\tconcept:date:n2003\nconcept:city:place\tconcept:atdate\tconcept:date:n1996\nconcept:city:johnstown\tconcept:proxyfor\tconcept:stateorprovince:pennsylvania\nconcept:city:beijing\tconcept:atdate\tconcept:date:n2009\nconcept:sportsgame:leaders\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:programminglanguage:services\tconcept:subpartof\tconcept:visualizableattribute:drinking_water\nconcept:city:name\tconcept:atdate\tconcept:date:n1996\nconcept:city:naperville\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:illinois\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:governmentorganization:employment\nconcept:stateorprovince:north_dakota\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:california\nconcept:book:fall\tconcept:mutualproxyfor\tconcept:book:new\nconcept:airport:mesa\tconcept:proxyfor\tconcept:beverage:arizona\nconcept:charactertrait:attempt\tconcept:atdate\tconcept:date:n2000\nconcept:city:lancaster\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:eventoutcome:practice\tconcept:atdate\tconcept:date:n1999\nconcept:jobposition:proud_member\tconcept:proxyfor\tconcept:book:new\nconcept:year:n1991\tconcept:mutualproxyfor\tconcept:book:new\nconcept:profession:psychotherapists\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:county:los_angeles_county\nconcept:county:utah\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:website:move\tconcept:atdate\tconcept:date:n2001\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rockies\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:economy\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1984\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:blog:repository\nconcept:country:united_states\tconcept:atdate\tconcept:dateliteral:n1912\nconcept:city:toronto\tconcept:citylocatedincountry\tconcept:country:canada_canada\nconcept:island:proposal\tconcept:atdate\tconcept:year:n1998\nconcept:animal:creatures\tconcept:animalsuchasfish\tconcept:fish:stingrays\nconcept:island:mother\tconcept:atdate\tconcept:date:n2001\nconcept:governmentorganization:representatives\tconcept:atdate\tconcept:date:n2003\nconcept:country:party\tconcept:atdate\tconcept:date:n1996\nconcept:island:territory\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:beverage:new\tconcept:atlocation\tconcept:landscapefeatures:landscape\nconcept:stateorprovince:california\tconcept:atdate\tconcept:year:n1967\nconcept:musician:vice_president\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:agriculturalproduct:dairy_products\tconcept:agriculturalproductcomingfromvertebrate\tconcept:mammal:animals\nconcept:bird:duck\tconcept:animaleatvegetable\tconcept:vegetable:potatoes\nconcept:stateorprovince:pennsylvania\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:new_york\nconcept:profession:newark\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:company:new_york\tconcept:competeswith\tconcept:company:cnn\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:celebrity:safari\nconcept:weapon:weeks\tconcept:proxyfor\tconcept:programminglanguage:the_new\nconcept:biotechcompany:china\tconcept:synonymfor\tconcept:politicsblog:republic\nconcept:profession:educators\tconcept:professionistype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okedwithagriculturalproduct\tconcept:vegetable:carrots\nconcept:personmexico:texas_rangers\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:city:service\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:food:vegies\nconcept:city:portsmouth\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:geometricshape:percent\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:teriyaki_glaze\nconcept:mammal:rabbits\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:website:light\tconcept:proxyfor\tconcept:book:new\nconcept:city:place\tconcept:atdate\tconcept:year:n1975\nconcept:animal:wildlife\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:city:service\tconcept:subpartof\tconcept:book:electricity\nconcept:geopoliticallocation:performances\tconcept:atdate\tconcept:date:n2003\nconcept:animal:creatures\tconcept:animalthatfeedoninsect\tconcept:insect:butterflies\nconcept:geopoliticallocation:offer\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:book:years\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:animal:creatures\tconcept:animalistypeofanimal\tconcept:mammal:dogs\nconcept:food:foods\tconcept:fooddecreasestheriskofdisease\tconcept:disease:cancer\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:yellow_onion\nconcept:county:records\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:therapists\nconcept:country:canada_canada\tconcept:atdate\tconcept:dateliteral:n2010\nconcept:sportsgame:half\tconcept:thinghasshape\tconcept:geometricshape:triangle\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:legume:listing\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:country:poland\tconcept:atdate\tconcept:date:n2004\nconcept:month:june\tconcept:proxyfor\tconcept:lake:new\nconcept:city:deal\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:athlete:mike_singletary\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:soldier_field\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:food:peppers\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:capers\nconcept:stateorprovince:virginia\tconcept:mutualproxyfor\tconcept:city:roanoke\nconcept:bathroomitem:target\tconcept:mutualproxyfor\tconcept:book:new\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:lodzkie\nconcept:city:web\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:city:article\tconcept:atdate\tconcept:date:n2009\nconcept:stateorprovince:illinois\tconcept:mutualproxyfor\tconcept:city:naperville\nconcept:country:australia\tconcept:atdate\tconcept:year:n1965\nconcept:monument:rhode_island\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:suburbs\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:boardgame:board\nconcept:vegetable:sprouts\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:coach:bill_walsh\nconcept:city:home\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:mammal:mals\tconcept:agentcompeteswithagent\tconcept:agriculturalproduct:pigs\nconcept:stateorprovince:florida\tconcept:statelocatedingeopoliticallocation\tconcept:country:u_s_a\nconcept:city:elyria\tconcept:subpartof\tconcept:university:ohio\nconcept:city:place\tconcept:atdate\tconcept:year:n1974\nconcept:politicsblog:originator\tconcept:proxyfor\tconcept:book:new\nconcept:geopoliticalorganization:web_site\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:deal\tconcept:atdate\tconcept:date:n2004\nconcept:city:perris\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:county:records\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:beverage:cheddar_cheese\nconcept:city:mcallen\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:agriculturalproduct:broccoli\tconcept:fooddecreasestheriskofdisease\tconcept:disease:cancer\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:city:team\nconcept:country:haiti\tconcept:atdate\tconcept:year:n1997\nconcept:city:service\tconcept:subpartof\tconcept:retailstore:aapl\nconcept:governmentorganization:government\tconcept:atdate\tconcept:date:n2000\nconcept:website:experience\tconcept:organizationdissolvedatdate\tconcept:month:july\nconcept:physicalaction:women\tconcept:atdate\tconcept:date:n1999\nconcept:biotechcompany:white\tconcept:agentcollaborateswithagent\tconcept:personus:officials\nconcept:book:new\tconcept:mutualproxyfor\tcon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mmal:horses\tconcept:animaleatvegetable\tconcept:vegetable:carrots\nconcept:city:decatur\tconcept:proxyfor\tconcept:stateorprovince:georgia\nconcept:geopoliticalorganization:e_mail\tconcept:subpartoforganization\tconcept:blog:form\nconcept:city:band\tconcept:agentcollaborateswithagent\tconcept:person:john003\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_cubs\nconcept:city:dallas\tconcept:citylocatedinstate\tconcept:stateorprovince:iowa\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:third_world_countries\nconcept:mammal:rabbits\tconcept:animalistypeofanimal\tconcept:animal:herbivores\nconcept:city:children\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:heat\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:mammal:peregrine_falcon\tconcept:animalistypeofanimal\tconcept:animal:birds002\nconcept:geometricshape:percent\tconcept:atdate\tconcept:date:n2001\nconcept:city:norfolk\tconcept:proxyfor\tconcept:stateorprovince:virginia\nconcept:university:portland\tconcept:mutualproxyfor\tconcept:book:new\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1965\nconcept:country:new_zealand\tconcept:atdate\tconcept:date:n2009\nconcept:animal:creatures\tconcept:animalthatfeedoninsect\tconcept:insect:garden_pests\nconcept:profession:attorneys\tconcept:professionistypeofprofession\tconcept:profession:members\nconcept:jobposition:agency\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:room:offices\tconcept:proxyfor\tconcept:lake:new\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:mashed_potatoes\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:visualizablething:polenta\nconcept:university:central\tconcept:atlocation\tconcept:city:home\nconcept:radiostation:nevada\tconcept:mutualproxyfor\tconcept:county:las_vegas\nconcept:city:neighborhood\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:stateorprovince:puerto_rico\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:beverage:new\tconcept:atlocation\tconcept:landscapefeatures:project\nconcept:city:singapore\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:weatherphenomenon:days\tconcept:atlocation\tconcept:landscapefeatures:gulf\nconcept:stateorprovince:connecticut\tconcept:statelocatedincountry\tconcept:country:us\nconcept:country:palestine\tconcept:locationlocatedwithinlocation\tconcept:country:israel\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:black_pepper\nconcept:city:web\tconcept:atdate\tconcept:date:n1996\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:beverage:homemade\nconcept:mammal:rodents\tconcept:animalsuchasinvertebrate\tconcept:animal:small_mammals\nconcept:country:same_time\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:agriculturalproduct:crushed_red_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:country:argentina\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:animal:humans\tconcept:animalpreyson\tconcept:mammal:cats\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:western_europe\nconcept:mammal:rodents\tconcept:animalistypeofanimal\tconcept:mammal:rabbits\nconcept:city:link\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:tab_window\nconcept:governmentorganization:justice_department\tconcept:organizationheadquarteredincountry\tconcept:country:u_s_\nconcept:city:home\tconcept:atdate\tconcept:date:march_31\nconcept:island:staff\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:highway:the_new\tconcept:locationlocatedwithinlocation\tconcept:city:boston\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:residents\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:south_american\nconcept:city:springfield\tconcept:mutualproxyfor\tconcept:stateorprovince:ohio\nconcept:company:daily_news001\tconcept:hasofficeincity\tconcept:city:la\nconcept:website:trip\tconcept:atdate\tconcept:date:n2000\nconcept:programminglanguage:state\tconcept:subpartof\tconcept:bodypart:law\nconcept:country:england\tconcept:organizationhiredperson\tconcept:personaustralia:fabio_capello\nconcept:city:nyc_\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:world\nconcept:criminal:england_area\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1966\nconcept:academicfield:directors\tconcept:atdate\tconcept:date:n2003\nconcept:city:valencia\tconcept:citylocatedincountry\tconcept:country:spain\nconcept:radiostation:nevada\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:mammal:hedgehogs\tconcept:animalistypeofanimal\tconcept:an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turalproduct\tconcept:agriculturalproduct:salt\nconcept:city:buena_park\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:landscapefeatures:firm\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:river:dinner\tconcept:atdate\tconcept:date:n2003\nconcept:city:home\tconcept:atdate\tconcept:date:apr\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:operation\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:book:suburbs\tconcept:mutualproxyfor\tconcept:book:new\nconcept:city:tokyo\tconcept:citylocatedincountry\tconcept:country:japan\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:bakedgood:box\nconcept:city:taiwan\tconcept:atdate\tconcept:date:n2004\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:toronto\nconcept:grain:sugar\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:texas\nconcept:city:vienna\tconcept:atdate\tconcept:year:n1997\nconcept:attraction:academy\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:city:article\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:amherst\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:website:information\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:company:fortune001\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:amphibian:frogs\nconcept:website:trip\tconcept:atdate\tconcept:month:january\nconcept:city:sacramento\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:florida_gators\nconcept:nongovorganization:u_s_\tconcept:organizationhiredperson\tconcept:coach:bruce_arena\nconcept:geometricshape:colleges\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:wallitem:effort\tconcept:proxyfor\tconcept:book:new\nconcept:musicalbum:tennessee\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:lubuskie\nconcept:city:el_cajon\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:biotechcompany:white\tconcept:agentbelongstoorganization\tconcept:governmentorganization:house\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:emotion:honor\tconcept:mutualproxyfor\tconcept:book:new\nconcept:city:york\tconcept:cityliesonriver\tconcept:river:columbia\nconcept:city:rio\tconcept:subpartof\tconcept:traditionalgame:vegas\nconcept:bedroomitem:games\tconcept:mutualproxyfor\tconcept:profession:morris\nconcept:eventoutcome:business\tconcept:atdate\tconcept:year:n1986\nconcept:sportsteam:ravens\tconcept:teamplaysincity\tconcept:city:indianapolis\nconcept:website:shop\tconcept:atdate\tconcept:date:n2004\nconcept:politicalparty:republic\tconcept:synonymfor\tconcept:country:italy\nconcept:country:west_indies\tconcept:atdate\tconcept:dateliteral:n1950\nconcept:mammal:bear\tconcept:mammalsuchasmammal\tconcept:mammal:antelope\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:grain:ingredients\nconcept:sportsteam:white_sox\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:candy:nuts\tconcept:fooddecreasestheriskofdisease\tconcept:disease:heart_disease\nconcept:emotion:site\tconcept:atdate\tconcept:year:n1998\nconcept:mammal:dogs\tconcept:animalpreyson\tconcept:mammal:household_pets\nconcept:hallwayitem:problem\tconcept:atdate\tconcept:date:n2001\nconcept:charactertrait:world\tconcept:atdate\tconcept:year:n1981\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:land\nconcept:book:items\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:mldataset:groups\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:insect:beetles\tconcept:invertebratefeedonfood\tconcept:agriculturalproduct:wood\nconcept:mammal:monkeys\tconcept:animalistypeofanimal\tconcept:mammal:exotic_animals\nconcept:country:west_indies\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:mankato\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:gear\nconcept:politicianus:bob\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:book:years\tconcept:proxyfor\tconcept:politicaloffice:central\nconcept:city:place\tconcept:atdate\tconcept:date:n1977\nconcept:beverage:new\tconcept:atlocation\tconcept:country:orleans\nconcept:governmentorganization:bureau\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:stateorprovince:details\tconcept:agentcreated\tconcept:website:phone\nconcept:musicalbum:foundation\tconcept:istallerthan\tconcept:publication:people_\nconcept:sportsteam:white_sox\tconcept:teamplaysaga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\tconcept:eventoutcome:result\nconcept:agriculturalproduct:spices\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:protein:medicine\tconcept:atdate\tconcept:date:n2001\nconcept:city:lakeland\tconcept:subpartof\tconcept:city:florida\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:animal:creatures\tconcept:animalsuchasinsect\tconcept:arthropod:crickets\nconcept:vehicle:states\tconcept:subpartof\tconcept:airport:europe\nconcept:bakedgood:sandwich\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:coffee\nconcept:city:honolulu\tconcept:proxyfor\tconcept:stateorprovince:hawaii\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_lakers\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:ohio\nconcept:city:home\tconcept:atdate\tconcept:date:n1928\nconcept:nonneginteger:one\tconcept:atdate\tconcept:date:n2004\nconcept:website:bangladesh\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:london_city\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:facilitators\nconcept:profession:authors\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:university:state_university\tconcept:synonymfor\tconcept:governmentorganization:department\nconcept:stateorprovince:colorada\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:scientists\nconcept:householditem:customer\tconcept:proxyfor\tconcept:book:new\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:race:calendar\nconcept:city:u_s__city\tconcept:proxyfor\tconcept:lake:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:monument:museums\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:city:tehran\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:programminglanguage:n1_2\tconcept:mutualproxyfor\tconcept:room:house\nconcept:tradeunion:congress\tconcept:atdate\tconcept:year:n1984\nconcept:chemical:gas\tconcept:chemicalistypeofchemical\tconcept:chemical:gases\nconcept:beverage:caramel\tconcept:thinghascolor\tconcept:color:amber\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:anaheim_angels\nconcept:city:area\tconcept:atdate\tconcept:year:n1998\nconcept:city:dayton\tconcept:atlocation\tconcept:stateorprovince:nevada\nconcept:city:columbus\tconcept:cityliesonriver\tconcept:river:loup\nconcept:geopoliticallocation:iraq\tconcept:proxyfor\tconcept:lake:new\nconcept:country:korea\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:weapon:soviet_union\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:country:south_africa\tconcept:atdate\tconcept:date:n2004\nconcept:profession:specialists\tconcept:professionistypeofprofession\tconcept:profession:technicians\nconcept:book:side\tconcept:mutualproxyfor\tconcept:book:new\nconcept:beverage:juice\tconcept:beveragecontainsprotein\tconcept:protein:proteins\nconcept:country:britain\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:bank:google_checkout\tconcept:competeswith\tconcept:blog:google\nconcept:beverage:new\tconcept:atlocation\tconcept:organization:host\nconcept:sportsteam:lsu\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:nonneginteger:one\tconcept:proxyfor\tconcept:hotel:today\nconcept:city:moscow\tconcept:atdate\tconcept:date:n2003\nconcept:book:quarter\tconcept:mutualproxyfor\tconcept:book:new\nconcept:city:vancouver\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:opole\tconcept:statelocatedingeopoliticallocation\tconcept:country:poland\nconcept:profession:assistants\tconcept:professionistypeofprofession\tconcept:jobposition:nurse\nconcept:buildingfeature:windows\tconcept:buildingfeaturemadefrombuildingmaterial\tconcept:buildingmaterial:roof\nconcept:hallwayitem:point\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:link\tconcept:agentinvolvedwithitem\tconcept:hallwayitem:window_tab\nconcept:city:team\tconcept:agentcreated\tconcept:programminglanguage:email\nconcept:stateorprovince:california\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:oregon\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:earthquake\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:city:team\nconcept:eventoutcome:business\tconcept:atdate\tconcept:year:n1992\nconcept:politicsbill:state_law\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:profession:services\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:city:jonesboro\tconcept:citylocatedinstate\tconcept:stateorprovince:arkansas\nconcept:country:soviet_union\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:ponzu_sauce\nconcept:company:new_york\tconcept:competeswith\tconcept:televisionstation:chicago_sun_times\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:river:counties\nconcept:city:place\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:home\tconcept:atdate\tconcept:dateliteral:n2010\nconcept:vehicle:states\tconcept:atlocation\tconcept:country:united_states\nconcept:website:shop\tconcept:atdate\tconcept:year:n1995\nconcept:city:lakeland\tconcept:proxyfor\tconcept:city:florida\nconcept:city:oakland\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:city:erie\tconcept:subpartof\tconcept:stateorprovince:pennsylvania\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:watercress\nconcept:visualizablescene:pacific_grove\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:sportsgame:championship\tconcept:atdate\tconcept:dayofweek:saturday\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:process\nconcept:coach:new\tconcept:subpartof\tconcept:city:area\nconcept:musicartist:television\tconcept:atdate\tconcept:date:n2001\nconcept:governmentorganization:state_courts\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:city:broomfield\tconcept:mutualproxyfor\tconcept:stateorprovince:colorado\nconcept:emotion:college\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:island:new_york_city_metropolitan_area\nconcept:sportsteam:washington_bullets\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:beverage:new\tconcept:atlocation\tconcept:shoppingmall:central_park\nconcept:room:dates\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:book:new\tconcept:atlocation\tconcept:island:mother\nconcept:website:pages\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:profession:nurses\tconcept:professionistypeofprofession\tconcept:profession:staff\nconcept:chemical:gas\tconcept:chemicalistypeofchemical\tconcept:chemical:sulphur\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:agriculturalproduct:mustard\nconcept:country:party\tconcept:atdate\tconcept:year:n1995\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:idyllwild\nconcept:city:map\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:landscapefeatures:camp\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:construction\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:profession:therapists\tconcept:professionistypeofprofession\tconcept:profession:services\nconcept:city:florida\tconcept:mutualproxyfor\tconcept:crimeorcharge:fort_pierce\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:emotion:college\nconcept:person:data\tconcept:agentbelongstoorganization\tconcept:governmentorganization:government\nconcept:university:national\tconcept:agentactsinlocation\tconcept:zoo:theodore\nconcept:country:honduras\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:wallitem:beginning\tconcept:atdate\tconcept:date:n2009\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:aquarium:uk_\nconcept:governmentorganization:bureau\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:company:services\tconcept:organizationalsoknownas\tconcept:governmentorganization:bureau\nconcept:sportsteam:washington_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:city:york\tconcept:citylocatedingeopoliticallocation\tconcept:city:state\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:the_world\nconcept:mammal:cats\tconcept:animalpreyson\tconcept:vertebrate:pet_animals\nconcept:mammal:rabbits\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:country:france_france\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:latin_america\nconcept:person:john003\tconcept:personmovedtostateorprovince\tconcept:stateorprovince:arkansas\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:marina_del_rey\nconcept:mammal:whales\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:country:latvia\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:person:republican\tconcept:personhasresidenceingeopoliticallocation\tconcept:city:state\nconcept:vegetable:virgin_olive_oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:sea_birds\nconcept:museum:facilities\tconcept:subpartof\tconcept:profession:sewers\nconcept:vegetable:tomato\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:west_indies\nconcept:architect:criticism\tconcept:agentcompeteswithagent\tconcept:tradeunion:article\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:ojai\nconcept:country:portugal\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:nonneginteger:one\tconcept:proxyfor\tconcept:book:new\nconcept:sportsgame:two_years\tconcept:sportsgamewinner\tconcept:sportsteam:red_sox_this_season\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:hermosa_beach\nconcept:country:same_time\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:agriculturalproduct:broccoli\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:website:match\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:county:jupiter\tconcept:atdate\tconcept:date:n1996\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:yellow_squash\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:rich_chocolate\nconcept:county:youth\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:carmel_by_the_sea\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:baytown\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:academicfield:lubbock\nconcept:sportsteam:yankees\tconcept:teamplaysinleague\tconcept:sportsleague:mlb\nconcept:city:area\tconcept:proxyfor\tconcept:room:south\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:pacific\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:tribune\nconcept:country:japan\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:partners\nconcept:website:facebook\tconcept:competeswith\tconcept:company:msn\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:honey_mustard\nconcept:book:new\tconcept:mutualproxyfor\tconcept:room:setting\nconcept:university:national_science_foundation\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:student\nconcept:transportation:network\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:newfoundland_and_labrador\nconcept:stateorprovince:oklahoma\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stadiumoreventvenue:u_s__cellular_arena\tconcept:attractionofcity\tconcept:city:milwaukee\nconcept:lake:new\tconcept:atlocation\tconcept:city:caledonia\nconcept:city:place\tconcept:atdate\tconcept:dateliteral:n1980\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:reptile:perch\nconcept:terroristorganization:state\tconcept:organizationhiredperson\tconcept:coach:chuck_amato\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:county:seattle\nconcept:country:united_states\tconcept:atdate\tconcept:date:n1971\nconcept:bird:pigeons\tconcept:agentcompeteswithagent\tconcept:animal:birds002\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:airport:europe\tconcept:atdate\tconcept:year:n1998\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:grain:supreme_sauce\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:city:construction\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:los_osos\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:city:bar\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:animal:creatures\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:mountain:inspiration\tconcept:proxyfor\tconcept:book:new\nconcept:musicinstrument:africa\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:jobposition:physician\tconcept:professionistypeofprofession\tconcept:profession:leaders\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:dallas\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:two_cities\nconcept:month:march\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:williams_brice_stadium\nconcept:eventoutcome:success\tconcept:atdate\tconcept:date:n2000\nconcept:city:new_delhi\tconcept:atdate\tconcept:year:n1997\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_cubs\nconcept:country:czech_republic\tconcept:countrylocatedingeopoliticallocation\tconcept:country:poland\nconcept:book:new\tconcept:mutualproxyfor\tconcept:geometricshape:queens\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:poland\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n2001\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:vegas\nconcept:bird:ground_nesting_birds\tconcept:animaleatfood\tconcept:food:insects\nconcept:landscapefeatures:sites\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:carolinas\nconcept:county:las_vegas\tconcept:mutualproxyfor\tconcept:politician:carolyn_goodman\nconcept:nonneginteger:one\tconcept:proxyfor\tconcept:book:north\nconcept:city:washington_d_c\tconcept:istallerthan\tconcept:publication:people_\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1958\nconcept:stateorprovince:pennsylvania\tconcept:mutualproxyfor\tconcept:city:west_chester\nconcept:date:n1964\tconcept:proxyfor\tconcept:beverage:new\nconcept:reptile:fishes\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:company:new_york\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:city:sources\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:county:conditions\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:insect:fleas\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:city:sacramento\tconcept:cityliesonriver\tconcept:river:lower_american\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:northern_state\nconcept:country:england\tconcept:atdate\tconcept:dateliteral:n1917\nconcept:island:staff\tconcept:atdate\tconcept:year:n1997\nconcept:politician:jobs\tconcept:worksfor\tconcept:stateorprovince:last_year\nconcept:city:parents\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:city:new_delhi\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:vertebrate:ostriches\nconcept:mammal:internet_dog\tconcept:animalistypeofanimal\tconcept:mammal:dogs\nconcept:mammal:foxes\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:programminglanguage:the_new\tconcept:proxyfor\tconcept:weapon:weeks\nconcept:company:new_york\tconcept:competeswith\tconcept:company:npr\nconcept:governmentorganization:department\tconcept:atdate\tconcept:date:n2009\nconcept:city:place\tconcept:atdate\tconcept:year:n1973\nconcept:company:north_carolina\tconcept:agentcollaborateswithagent\tconcept:company:clinton\nconcept:beverage:new\tconcept:atlocation\tconcept:retailstore:play\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:fudge\nconcept:sportsgame:extra_days\tconcept:proxyfor\tconcept:book:new\nconcept:book:fall\tconcept:atdate\tconcept:date:meeting\nconcept:hallwayitem:areas\tconcept:mutualproxyfor\tconcept:book:north\nconcept:website:platform\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:vegetable:potatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:spices\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:company:missouri\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:partnership\nconcept:company:telegraph001\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:airport:europe\tconcept:atdate\tconcept:month:march\nconcept:city:team\tconcept:agentcreated\tconcept:scientificterm:information_contact\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:rockets\nconcept:chemical:gases\tconcept:chemicalistypeofchemical\tconcept:chemical:compounds\nconcept:bakedgood:sandwiches\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:tea\nconcept:musicartist:town\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:room:offices\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:agriculturalproduct:cauliflower\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:bathroomitem:industry\tconcept:mutualproxyfor\tconcept:book:new\nconcept:county:records\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:chile\nconcept:governmentorganization:office\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:mammal:coyotes\tconcept:animalistypeofanimal\tconcept:mammal:mammals\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:federal_way\nconcept:city:arlington\tconcept:citylocatedingeopoliticallocation\tconcept:city:washington_d_c\nconcept:animal:small_mammals\tconcept:animalpreyson\tconcept:mammal:rodents\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:retailstore:contacts\nconcept:county:san_francisco\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:tops\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:second_largest_city\nconcept:dateliteral:n1945\tconcept:proxyfor\tconcept:lake:new\nconcept:sportsteam:bears_29_17\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:animal:birds002\tconcept:animalpreyson\tconcept:reptile:heron\nconcept:nongovorganization:council\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:country:israel\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:publication:people_\tconcept:proxyfor\tconcept:lake:new\nconcept:beverage:new\tconcept:atlocation\tconcept:newspaper:advocate\nconcept:food:yogurt\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:spices\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticalorganization:central\nconcept:sportsteam:houston_texans\tconcept:teamplaysinleague\tconcept:sportsleague:nfl\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:governmentorganization:united_states_department\nconcept:geometricshape:percent\tconcept:atdate\tconcept:date:n1999\nconcept:city:london_city\tconcept:atdate\tconcept:year:n1660\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:costa_mesa\nconcept:sportsgame:yrs\tconcept:proxyfor\tconcept:book:new\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:retailstore:apple_computers\nconcept:book:leader\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:country:england\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:norway\nconcept:company:msn\tconcept:competeswith\tconcept:website:facebook\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:laws\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:anesthesiologists\nconcept:book:years\tconcept:atlocation\tconcept:city:central\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:okinawa\nconcept:wallitem:spring\tconcept:atlocation\tconcept:city:texas\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:game_birds\nconcept:county:lexington\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:year:n1970\tconcept:mutualproxyfor\tconcept:book:new\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:website:kenya\tconcept:atdate\tconcept:date:n2001\nconcept:country:u_s_a_\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:website:tour\tconcept:atdate\tconcept:date:n1979\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:eventoutcome:business\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:marysville\tconcept:cityliesonriver\tconcept:river:susquehanna\nconcept:city:countryside\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:visualizablething:residence\tconcept:atdate\tconcept:date:feb_\nconcept:householditem:range\tconcept:proxyfor\tconcept:book:new\nconcept:city:dublin_dublin\tconcept:citylocatedincountry\tconcept:country:ireland\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:wielkopolskie\nconcept:city:perth\tconcept:proxyfor\tconcept:country:australia\nconcept:politicianus:bob\tconcept:personborninlocation\tconcept:city:york\nconcept:beverage:coffee\tconcept:agriculturalproductcamefromcountry\tconcept:country:finland\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:september\nconcept:country:new_guinea\tconcept:atdate\tconcept:date:n1942\nconcept:city:uk\tconcept:atdate\tconcept:date:n2009\nconcept:company:clinton\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:profession:professions\tconcept:professionistypeofprofession\tconcept:profession:dentists\nconcept:city:challenge\tconcept:istallerthan\tconcept:publication:people_\nconcept:politicianus:bob\tconcept:personbelongstoorganization\tconcept:politicalparty:college\nconcept:bakedgood:muffins\tconcept:bakedgoodservedwithbeverage\tconcept:agriculturalproduct:fresh_fruit\nconcept:book:years\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:way_home\nconcept:actor:today\tconcept:agentcreated\tconcept:website:visit\nconcept:person:government\tconcept:personchargedwithcrime\tconcept:crimeorcharge:crimes\nconcept:book:new\tconcept:atlocation\tconcept:geopoliticallocation:destinations\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:mammal:pets\tconcept:animalpreyson\tconcept:reptile:tortoises\nconcept:profession:paediatricians\tconcept:professionistypeofprofession\tconcept:profession:specialists\nconcep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ept:dateliteral:n2007\nconcept:building:times\tconcept:atlocation\tconcept:city:denver\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:mammal:domesticated_animals\nconcept:publication:people_\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:country:england\tconcept:atdate\tconcept:year:n1967\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysincity\tconcept:city:tampa_bay\nconcept:city:warner_robins\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:georgia\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:new_york\nconcept:country:republic_of_india\tconcept:countrylocatedingeopoliticallocation\tconcept:country:third_world_countries\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:animal:eagle\nconcept:mammal:mals\tconcept:agentcompeteswithagent\tconcept:mammal:dogs\nconcept:book:suburbs\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:musicalbum:foundation\tconcept:atdate\tconcept:date:n1993\nconcept:city:lafayette\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:city:richmond\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:city:uk\tconcept:atdate\tconcept:year:n1988\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:real_estate_professionals\nconcept:coach:new\tconcept:subpartof\tconcept:airport:europe\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:city:service\tconcept:atdate\tconcept:date:n1864\nconcept:book:america\tconcept:atdate\tconcept:date:n1999\nconcept:person:larry_page\tconcept:proxyfor\tconcept:university:google\nconcept:city:campbell\tconcept:citylocatedinstate\tconcept:stateorprovince:virginia\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:city:homestead\tconcept:subpartof\tconcept:city:florida\nconcept:city:st__petersburg\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:departments\nconcept:meat:bacon\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:bits\nconcept:personmexico:ryan_whitney\tconcept:personleadsorganization\tconcept:governmentorganization:united_states_congress\nconcept:musicalbum:odessa\tconcept:atlocation\tconcept:city:texas\nconcept:personus:officials\tconcept:proxyfor\tconcept:book:new\nconcept:sportsteam:sd_chargers\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:sportsteam:broncos\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl_xlii\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:personmexico:isaiah_thomas\nconcept:country:netherlands\tconcept:atdate\tconcept:date:n2004\nconcept:city:hollister\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:emotion:officer\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_senators\nconcept:musicalbum:air\tconcept:atdate\tconcept:date:n2004\nconcept:profession:pharmacists\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:city:west_hollywood\tconcept:cityalsoknownas\tconcept:city:la\nconcept:university:google\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:country:australia\nconcept:sportsteam:ncaa_youth_kids\tconcept:teamalsoknownas\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:book:new\tconcept:mutualproxyfor\tconcept:emotion:issue\nconcept:city:chula_vista\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:city:members\nconcept:person:republican\tconcept:personhasresidenceingeopoliticallocation\tconcept:stateorprovince:illinois\nconcept:animal:birds002\tconcept:animaleatfood\tconcept:fruit:chillies\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:montreal\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:events\nconcept:company:new_york\tconcept:competeswith\tconcept:company:national_public_radio\nconcept:book:new\tconcept:mutualproxyfor\tconcept:vehicle:banks\nconcept:city:washington_d_c\tconcept:citylocatedincountry\tconcept:country:usa\nconcept:county:records\tconcept:agentcontrols\tconcept:clothing:white\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:animal:peregrine_falcons\nconcept:country:thailand\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:stateorprovince:travel\nconcept:beverage:new\tconcept:atlocation\tconcept:attraction:major_tourist_attraction\nconcept:stateorprovince:server\tconcept:synonymfor\tconcept:currency:bsd\nconcept:landscapefeatures:housing\tconcept:proxyfor\tconcept:book:new\nconcept:coach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ept:year:n1983\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:technicians\nconcept:city:valencia\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:beverage:tea\tconcept:agriculturalproductcontainchemical\tconcept:chemical:sweeteners\nconcept:governmentorganization:representatives\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:musicalbum:quebec\tconcept:mutualproxyfor\tconcept:book:new\nconcept:website:market\tconcept:proxyfor\tconcept:book:new\nconcept:country:croatia\tconcept:atdate\tconcept:date:n2000\nconcept:kitchenitem:chance\tconcept:mutualproxyfor\tconcept:book:new\nconcept:year:n1992\tconcept:mutualproxyfor\tconcept:book:new\nconcept:governmentorganization:workers\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:river:counties\tconcept:atdate\tconcept:date:n2004\nconcept:beverage:new\tconcept:atlocation\tconcept:transportation:airports\nconcept:city:contract\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:profession:counselors\tconcept:professionistypeofprofession\tconcept:profession:therapists\nconcept:book:services\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:capitol\nconcept:male:user\tconcept:agentcompeteswithagent\tconcept:tradeunion:search\nconcept:beverage:milk\tconcept:beveragemadefrombeverage\tconcept:beverage:juices\nconcept:city:web\tconcept:atdate\tconcept:date:n1993\nconcept:agriculturalproduct:fresh_fruit\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:male:history\tconcept:atdate\tconcept:date:n2004\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:transportation:safety\nconcept:building:center001\tconcept:locationlocatedwithinlocation\tconcept:county:manhattan\nconcept:food:squash\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:division\nconcept:website:south\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:bakedgood:muffins\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:coffee\nconcept:writer:brown\tconcept:persongraduatedschool\tconcept:school:business_school\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:johnny_red_floyd_stadium\nconcept:musicalbum:life\tconcept:atdate\tconcept:year:n1995\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:nongovorganization:committees\nconcept:musicartist:town\tconcept:proxyfor\tconcept:book:new\nconcept:governmentorganization:house\tconcept:atdate\tconcept:date:n2003\nconcept:university:national\tconcept:agentactsinlocation\tconcept:room:development\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:newark\nconcept:beverage:new\tconcept:atlocation\tconcept:website:developer\nconcept:reptile:pythons\tconcept:animalpreyson\tconcept:mammal:rodents\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:tableitem:registry\nconcept:stateorprovince:blue_state\tconcept:proxyfor\tconcept:book:new\nconcept:city:web\tconcept:atdate\tconcept:month:july\nconcept:vehicle:journey\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:members\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:area\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:city:boston\tconcept:istallerthan\tconcept:publication:people_\nconcept:city:articles\tconcept:agentcompeteswithagent\tconcept:tradeunion:search\nconcept:vegetable:cucumber\tconcept:thinghascolor\tconcept:color:green\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:park:league\tconcept:proxyfor\tconcept:book:new\nconcept:county:new_mexico\tconcept:atdate\tconcept:date:n2009\nconcept:bird:duck\tconcept:animaleatfood\tconcept:fruit:pears\nconcept:animal:pet\tconcept:animalpreyson\tconcept:mammal:dogs\nconcept:city:home\tconcept:atdate\tconcept:year:n1952\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1980\nconcept:male:dream\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:profession:division\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:portland_trailblazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:city:articles\tconcept:atdate\tconcept:date:n2001\nconcept:country:countries\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:arcadia\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:musicalbum:days\tconcept:atdate\tconcept:date:n2003\nconcept:agriculturalproduct:green_onions\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:academicfield:businesses\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:book:new\tconcept:mutualproxyfor\tconcept:comedian:day\nconcept:vegetable:parsley\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:city:home\tconcept:atdate\tconcept:year:n1988\nconcept:musicartist:town\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:island:iceland\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:county:manhattan\nconcept:eventoutcome:success\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:governmentorganization:house\tconcept:atdate\tconcept:month:february\nconcept:eventoutcome:business\tconcept:atdate\tconcept:year:n1984\nconcept:country:finland\tconcept:atdate\tconcept:date:n1996\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:peoria\nconcept:country:new_zealand\tconcept:atdate\tconcept:date:n2004\nconcept:university:the_arts\tconcept:proxyfor\tconcept:beverage:new\nconcept:governmentorganization:department\tconcept:atdate\tconcept:year:n1992\nconcept:room:back\tconcept:subpartof\tconcept:physicalaction:hands\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:university:illinois_state\nconcept:book:new\tconcept:atlocation\tconcept:county:seattle\nconcept:governmentorganization:house\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:window\nconcept:city:web\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:profession:providers\tconcept:professionistypeofprofession\tconcept:profession:health_care_professionals\nconcept:musicalbum:power\tconcept:atdate\tconcept:year:n1983\nconcept:stateorprovince:lodzkie\tconcept:statelocatedingeopoliticallocation\tconcept:country:poland\nconcept:animal:animals002\tconcept:animalpreyson\tconcept:reptile:small_birds\nconcept:person:john003\tconcept:persongraduatedfromuniversity\tconcept:university:yale_university\nconcept:beverage:new\tconcept:atlocation\tconcept:room:living\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:vegetable:cucumber\nconcept:sportsteam:houston_astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:stateorprovince:indiana\tconcept:mutualproxyfor\tconcept:city:richmond\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:personnorthamerica:everett\nconcept:musicalbum:months\tconcept:atlocation\tconcept:geopoliticalorganization:central\nconcept:profession:faculty\tconcept:professionistypeofprofession\tconcept:profession:researchers\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:city:geneva\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:city:petersburg\tconcept:atlocation\tconcept:stateorprovince:virginia\nconcept:county:paris\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:schaumburg\tconcept:proxyfor\tconcept:stateorprovince:illinois\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1998\nconcept:island:scott\tconcept:mutualproxyfor\tconcept:book:new\nconcept:book:amsterdam\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:meat:bagel\nconcept:profession:physical_therapists\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:fish:bass\nconcept:country:brazil\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:country:party\nconcept:university:national\tconcept:agentactsinlocation\tconcept:room:way\nconcept:mammal:bears\tconcept:animalpreyson\tconcept:mammal:mammals\nconcept:city:sweden\tconcept:atdate\tconcept:year:n1997\nconcept:city:ventura\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:beverage:coffee\tconcept:fooddecreasestheriskofdisease\tconcept:disease:parkinson\nconcept:month:march\tconcept:proxyfor\tconcept:lake:new\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:vertebrate:sand\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:cats\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:blog:repository\tconcept:proxyfor\tconcept:book:new\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:organization:indian\nconcept:country:croatia\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:destinations\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:lime\nconcept:book:new\tconcept:mutualproxyfor\tconcept:visualizableobject:world\nconcept:geopoliticallocation:form\tconcept:atdate\tconcept:date:n2004\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bosox\nconcept:agriculturalproduct:cherry\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:springfield\tconcept:atlocation\tconcept:hotel:old\nconcept:building:exhibit\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:mammal:cats\tconcept:animalistypeofanimal\tconcept:mammal:domestic_animals\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:january\nconcept:island:investment\tconcept:atdate\tconcept:date:n2000\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:dateliteral:n1987\nconcept:city:miami_beach\tconcept:subpartof\tconcept:city:florida\nconcept:island:syria\tconcept:atdate\tconcept:date:n2004\nconcept:website:request\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:towns\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:rice\nconcept:country:new_zealand\tconcept:mutualproxyfor\tconcept:city:wellington\nconcept:city:experts\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:city:home\tconcept:atdate\tconcept:date:march_2008\nconcept:vegetable:green_beans\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:mammal:mammals\tconcept:animalpreyson\tconcept:mammal:guinea_pigs\nconcept:city:denver\tconcept:cityliesonriver\tconcept:river:platte\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:snap\nconcept:visualizablething:residence\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:male:google_news\tconcept:agentcompeteswithagent\tconcept:tradeunion:search\nconcept:island:operations\tconcept:atdate\tconcept:year:n1997\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:chicks\nconcept:stateorprovince:sides\tconcept:proxyfor\tconcept:book:new\nconcept:geometricshape:property\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:geopoliticalorganization:customers\tconcept:proxyfor\tconcept:book:new\nconcept:book:years\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:haiti\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:greenwood\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:terroristorganization:group\nconcept:city:home\tconcept:mutualproxyfor\tconcept:book:taking\nconcept:book:forum\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:visualizablescene:fort_myers\tconcept:locationlocatedwithinlocation\tconcept:city:florida\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1986\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:coach:shanahan\nconcept:radiostation:san_angelo\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:city:brea\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:cardgame:understanding\tconcept:proxyfor\tconcept:book:new\nconcept:sportsteam:ravens\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:city:pawtucket\tconcept:proxyfor\tconcept:stateorprovince:rhode_island\nconcept:bird:woodpeckers\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:country:monaco\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:book:new\tconcept:atlocation\tconcept:geopoliticallocation:u_s__state\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablescene:visitors\nconcept:city:capitola\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:mayonnaise\nconcept:food:yogurt\tconcept:agriculturalproductcontainchemical\tconcept:chemical:sugar\nconcept:politicaloffice:central\tconcept:mutualproxyfor\tconcept:politicsissue:oregon\nconcept:sportsgame:more_weeks\tconcept:atlocation\tconcept:lake:new\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:profession:translators\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:city:sonoma\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:geopoliticalorganization:north_vietnam\tconcept:atdate\tconcept:year:n1967\nconcept:mammal:mammals\tconcept:animalpreyson\tconcept:mammal:horses\nconcept:company:apple001\tconcept:producesproduct\tconcept:vehicle:iii\nconcept:governmentorganization:departments\tconcept:organizationheadquarteredincountry\tconcept:country:u_s_\nconcept:city:bellevue\tconcept:proxyfor\tconcept:stateorprovince:nebraska\nconcept:country:brazil\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:musicalbum:days\tconcept:atdate\tconcept:year:n1973\nconcept:sportsteam:red_sox\tconcept:teamplaysinleague\tconcept:sportsleague:mlb\nconcept:stateorprovince:georgia\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:prague\nconcept:country:argentina\tconcept:organizationhiredperson\tconcept:coach:marcelo_bielsa\nconcept:country:career\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:animal:creatures\tconcept:animalpreyson\tconcept:mammal:horses\nconcept:city:budget\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:bank:henderson\tconcept:proxyfor\tconcept:radiostation:nevada\nconcept:year:n1991\tconcept:proxyfor\tconcept:beverage:new\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:chemical:compounds\tconcept:chemicalistypeofchemical\tconcept:chemical:gases\nconcept:city:auburn\tconcept:cityliesonriver\tconcept:river:american\nconcept:politicsissue:creation\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:mammal:whales\tconcept:specializationof\tconcept:mammal:animals\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hospital:star\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:agencies\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:chemical:paducah\nconcept:county:columbus\tconcept:proxyfor\tconcept:coach:new\nconcept:musicalbum:trip\tconcept:mutualproxyfor\tconcept:book:new\nconcept:profession:assistants\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:musicinstrument:base\tconcept:mutualproxyfor\tconcept:book:new\nconcept:monument:d_c\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:national\nconcept:visualizablescene:san_bernadino\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:city:alliance\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:reptile:iguanas\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:stateorprovince:new_jersey\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:new_york\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:room:space\nconcept:book:new\tconcept:mutualproxyfor\tconcept:musicinstrument:news\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:brazil\nconcept:personmexico:arizona_diamond_backs\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:buildingfeature:windows\tconcept:buildingfeaturemadefrombuildingmaterial\tconcept:buildingmaterial:pvc\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:round_rock\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:attraction:statue_of_liberty001\nconcept:geopoliticallocation:authorities\tconcept:atdate\tconcept:date:n2003\nconcept:vehicle:states\tconcept:subpartof\tconcept:city:texas\nconcept:nongovorganization:council\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:ceo:bernard_l__madoff\tconcept:topmemberoforganization\tconcept:company:new_york\nconcept:city:tasmania\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:governmentorganization:government\tconcept:atdate\tconcept:year:n1946\nconcept:city:team\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:website:projects\tconcept:atdate\tconcept:date:n2003\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:book:network\tconcept:atdate\tconcept:date:n2000\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:dream\nconcept:beverage:new\tconcept:atlocation\tconcept:restaurant:copacabana\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:tradeunion:search\tconcept:agentcompeteswithagent\tconcept:geopoliticalorganization:default\nconcept:company:missouri\tconcept:atdate\tconcept:date:n1864\nconcept:book:new\tconcept:mutualproxyfor\tconcept:vehicle:flight\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:new_york_press\nconcept:river:arts\tconcept:atdate\tconcept:date:n2004\nconcept:coach:new\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:agriculturalproduct:livestock\tconcept:animalpreyson\tconcept:mammal:horses\nconcept:visualizablething:thousand_years\tconcept:proxyfor\tconcept:book:new\nconcept:city:place\tconcept:atdate\tconcept:year:n1913\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:trainstation:future\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:aquarium:pacific_rim\nconcept:ceo:eric_schmidt\tconcept:topmemberoforganization\tconcept:blog:google\nconcept:county:los_angeles_county\tconcept:cityliesonriver\tconcept:river:columbia\nconcept:mammal:horses\tconcept:animalistypeofanimal\tconcept:mammal:pets\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:company:new_york\tconcept:competeswith\tconcept:website:buffalo_news\nconcept:person:john003\tconcept:haswife\tconcept:person:ruth\nconcept:website:kenya\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:company:walt_disney_world\nconcept:county:philadelphia\tconcept:atdate\tconcept:year:n1776\nconcept:date:n1999\tconcept:proxyfor\tconcept:city:florida\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:ramona\nconcept:book:new\tconcept:atlocation\tconcept:city:capital\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:british_isles\nconcept:city:gilbert\tconcept:subpartof\tconcept:beverage:arizona\nconcept:stateorprovince:indiana\tconcept:organizationterminatedperson\tconcept:coach:terry_hoeppner\nconcept:stateorprovince:minnesota\tconcept:subpartof\tconcept:country:usa\nconcept:weapon:laboratory\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:university:google\tconcept:organizationterminatedperson\tconcept:criminal:top\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:musicartist:federation\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:city:united_kingdom\tconcept:atdate\tconcept:date:n1999\nconcept:city:washington_d_c\tconcept:cityliesonriver\tconcept:river:columbia\nconcept:musicalbum:stage\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:bellevue\tconcept:citylocatedingeopoliticallocation\tconcept:city:washington_d_c\nconcept:date:services\tconcept:proxyfor\tconcept:beverage:new\nconcept:room:south\tconcept:mutualproxyfor\tconcept:city:area\nconcept:sportsteam:bengals\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:river:counties\nconcept:year:n1988\tconcept:proxyfor\tconcept:beverage:new\nconcept:city:mesquite\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:food:fresh_spinach\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:year:n1998\nconcept:city:service\tconcept:organizationalsoknownas\tconcept:governmentorganization:department\nconcept:book:la\tconcept:mutualproxyfor\tconcept:book:new\nconcept:stateorprovince:events\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:island:new_york_city_metropolitan_area\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:meat:buffalo_wing_sauce\nconcept:stateorprovince:west_bengal\tconcept:locationlocatedwithinlocation\tconcept:country:republic_of_india\nconcept:profession:practitioners\tconcept:professionistypeofprofession\tconcept:profession:dietitians\nconcept:year:n1997\tconcept:subpartof\tconcept:stateorprovince:colorado\nconcept:sportsteam:white_sox\tconcept:teamalsoknownas\tconcept:sportsteam:pittsburgh_pirates\nconcept:beverage:new\tconcept:atlocation\tconcept:company:services\nconcept:city:deals\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:city:kolkata\tconcept:locationlocatedwithinlocation\tconcept:city:state\nconcept:mammal:cats\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:city:norfolk\tconcept:cityliesonriver\tconcept:river:derwent\nconcept:beverage:new\tconcept:atlocation\tconcept:website:beauty\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:burlingame\nconcept:company:weekly_standard001\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:recordlabel:tupelo\tconcept:proxyfor\tconcept:emotion:mississippi\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:election:assessment\nconcept:country:thailand\tconcept:locationlocatedwithinlocation\tconcept:continent:asia\nconcept:dateliteral:n2002\tconcept:proxyfor\tconcept:city:florida\nconcept:sportsteam:red_sox\tconcept:teamwontrophy\tconcept:awardtrophytournament:american_league_pennant\nconcept:governmentorganization:house\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:park:borough\tconcept:parkincity\tconcept:city:london_city\nconcept:university:ministry\tconcept:synonymfor\tconcept:governmentorganization:department\nconcept:city:article\tconcept:agentcompeteswithagent\tconcept:reptile:references\nconcept:boardgame:board\tconcept:synonymfor\tconcept:city:team\nconcept:website:tour\tconcept:atdate\tconcept:year:n1997\nconcept:book:non_profit_organization\tconcept:mutualproxyfor\tconcept:book:new\nconcept:beverage:new\tconcept:atlocation\tconcept:website:show\nconcept:city:father\tconcept:atdate\tconcept:year:n1885\nconcept:bird:penguins\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:city:perth\tconcept:subpartof\tconcept:country:australia\nconcept:stateorprovince:california\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:nevada\nconcept:island:staff\tconcept:atdate\tconcept:year:n1998\nconcept:jobposition:agency\tconcept:atdate\tconcept:date:n2001\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:house\nconce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\tconcept:city:kokomo\nconcept:museum:facilities\tconcept:subpartof\tconcept:beverage:available_water\nconcept:athlete:ukraine\tconcept:subpartof\tconcept:vehicle:countries\nconcept:geopoliticallocation:southern\tconcept:mutualproxyfor\tconcept:beach:vermont\nconcept:beverage:new\tconcept:atlocation\tconcept:shoppingmall:studio\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:beauty\nconcept:sportsteam:white_sox\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series\nconcept:musicalbum:seasons\tconcept:atlocation\tconcept:website:south\nconcept:book:years\tconcept:atlocation\tconcept:landscapefeatures:road\nconcept:city:communities\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:web_search\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:stateorprovince:georgia\tconcept:statelocatedincountry\tconcept:country:usa\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:oilers\nconcept:amphibian:larvae\tconcept:animaleatfood\tconcept:wine:roots\nconcept:amphibian:offspring\tconcept:animaldevelopdisease\tconcept:disease:syndrome\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysinleague\tconcept:sportsleague:mlb\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:clients\nconcept:athlete:roy_williams\tconcept:athleteplaysforteam\tconcept:sportsteam:dallas_cowboys\nconcept:profession:massage_therapists\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:cockatiel\nconcept:ceo:john_o_shea\tconcept:topmemberoforganization\tconcept:blog:goal\nconcept:attraction:mississippi\tconcept:riveremptiesintoriver\tconcept:river:state\nconcept:jobposition:partner\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:mountainrange:hudson_valley\tconcept:mutualproxyfor\tconcept:emotion:new\nconcept:musicalbum:days\tconcept:atdate\tconcept:date:n2004\nconcept:country:morocco\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:puerto_rico\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:book:film\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:forms\nconcept:chemical:iron\tconcept:chemicalistypeofchemical\tconcept:chemical:substances\nconcept:country:west_indies\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:agriculturalproduct:herbs\tconcept:agriculturalproducttoattractinsect\tconcept:insect:butterflies\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:fish:spring\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:beets\nconcept:vehicle:states\tconcept:atlocation\tconcept:website:south\nconcept:city:citrus_heights\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:comedian:day\tconcept:atdate\tconcept:dateliteral:n1923\nconcept:beverage:column\tconcept:proxyfor\tconcept:book:new\nconcept:city:stockholm\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:mississippi\nconcept:book:description\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:book:new\tconcept:atlocation\tconcept:city:father\nconcept:politicaloffice:central\tconcept:atlocation\tconcept:airport:europe\nconcept:country:mexico\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:sportsteam:anaheim_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:nut:sesame_seeds\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_new_yorker\nconcept:book:new\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:city:tacoma\tconcept:citylocatedinstate\tconcept:visualizablescene:washington\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:cloves\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1946\nconcept:country:us\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:hot_pepper\nconcept:vehicle:states\tconcept:subpartof\tconcept:website:province\nconcept:landscapefeatures:road\tconcept:proxyfor\tconcept:book:new\nconcept:stateorprovince:illinois\tconcept:istallerthan\tconcept:publication:people_\nconcept:animal:small_mammals\tconcept:animalpreyson\tconcept:mammal:guinea_pigs\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:monument:rhode_island\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_senators\nconcept:country:england\tconcept:organizationhiredperson\tconcept:coach:sven_goran_eriksson\nconcept:nongovorganization:council\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:book:five_years\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:tomorrow\nconcept:agriculturalproduct:pancetta\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:mammal:exotic_animals\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:book:change\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:musicalbum:air\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:island:post\tconcept:atdate\tconcept:month:september\nconcept:mlalgorithm:_\tconcept:mutualproxyfor\tconcept:book:new\nconcept:eventoutcome:business\tconcept:atdate\tconcept:year:n1973\nconcept:city:santa_rosa\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:country:israel\tconcept:atdate\tconcept:year:n1986\nconcept:city:ontario\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:food:tomatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:city:beaumont\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:city:san_juan_capistrano\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:county:san_francisco\tconcept:proxyfor\tconcept:stadiumoreventvenue:the_regency_ballroom\nconcept:musicalbum:life\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:home\tconcept:atdate\tconcept:date:nov__1\nconcept:geometricshape:ship\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:stateorprovince:arizona\tconcept:istallerthan\tconcept:publication:people_\nconcept:building:years\tconcept:atlocation\tconcept:city:e_\nconcept:beverage:new\tconcept:atlocation\tconcept:attraction:victoria001\nconcept:island:mother\tconcept:atdate\tconcept:dateliteral:n1909\nconcept:agriculturalproduct:onion_slices\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:ontario\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:county:las_vegas\tconcept:atdate\tconcept:date:n1999\nconcept:country:chile\tconcept:atdate\tconcept:date:n2000\nconcept:country:australia\tconcept:atdate\tconcept:dateliteral:n1954\nconcept:city:texas\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:face\nconcept:book:new\tconcept:atlocation\tconcept:county:n18_years\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:fish:order\nconcept:book:job\tconcept:atdate\tconcept:year:n1998\nconcept:attraction:grand\tconcept:riveremptiesintoriver\tconcept:geopoliticallocation:yosemite\nconcept:musicalbum:days\tconcept:atdate\tconcept:year:n1986\nconcept:clothing:white\tconcept:subpartof\tconcept:room:house\nconcept:nongovorganization:committees\tconcept:synonymfor\tconcept:boardgame:board\nconcept:bird:swans\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:book:alliance\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:eventoutcome:record\tconcept:proxyfor\tconcept:book:new\nconcept:city:service\tconcept:atdate\tconcept:year:n1952\nconcept:city:hope\tconcept:atlocation\tconcept:lake:new\nconcept:country:chile\tconcept:atdate\tconcept:date:n2004\nconcept:city:tampa_bay\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:date:n1999\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:stateorprovince:eu\nconcept:meat:beef\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:writer:husband\tconcept:atdate\tconcept:year:n1981\nconcept:actor:today\tconcept:agentcreated\tconcept:geopoliticalorganization:e_mail\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:venue\nconcept:country:indonesia\tconcept:atdate\tconcept:date:n2004\nconcept:animal:birds002\tconcept:animalpreyson\tconcept:bird:wild_birds\nconcept:city:denver\tconcept:citylocatedinstate\tconcept:stateorprovince:colorado\nconcept:bird:duck\tconcept:animaleatvegetable\tconcept:vegetable:ginger\nconcept:stateorprovince:events\tconcept:agentparticipatedinevent\tconcept:sportsgame:list\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:heat\nconcept:mammal:rodents\tconcept:animalistypeofanimal\tconcept:mammal:mammals\nconcept:stateorprovince:virginia\tconcept:atdate\tconcept:year:n1781\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1989\nconcept:country:cambodia\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:company:apple\tconcept:organizationterminatedperson\tconcept:politician:jobs\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:dough\nconcept:city:oakland\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:hawaiian_gardens\nconcept:book:network\tconcept:atdate\tconcept:date:n2009\nconcept:city:titusville\tconcept:subpartof\tconcept:city:florida\nconcept:musicsong:last_year\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:team\tconcept:agentcreated\tconcept:website:phone\nconcept:mammal:rabbits\tconcept:animalpreyson\tconcept:animal:creatures\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicianus:groups\nconcept:room:newport\tconcept:proxyfor\tconcept:monument:rhode_island\nconcept:city:havana\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:county:marion\tconcept:atlocation\tconcept:stateorprovince:indiana\nconcept:stadiumoreventvenue:lexington\tconcept:atlocation\tconcept:city:nebraska\nconcept:vegetable:green_beans\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:island:manhattan\tconcept:citylocatedinstate\tconcept:stateorprovince:kansas\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:us_department\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:city:hopkinsville\nconcept:musicalbum:life\tconcept:atdate\tconcept:date:n1996\nconcept:company:money\tconcept:agentbelongstoorganization\tconcept:country:united_states\nconcept:city:new_brunswick\tconcept:cityliesonriver\tconcept:river:columbia\nconcept:tradeunion:article\tconcept:agentcompeteswithagent\tconcept:musicartist:television\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:website:louisville\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:city:columbia\tconcept:cityalsoknownas\tconcept:city:ontario\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:colorado\nconcept:mammal:antelope\tconcept:animaleatfood\tconcept:vegetable:leaves\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1974\nconcept:coach:bill_walsh\tconcept:worksfor\tconcept:city:dallas\nconcept:country:united_states\tconcept:atdate\tconcept:date:n2004\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:animal:bunnies\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:intelligence_community\nconcept:stateorprovince:men\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crime\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:blog:wichita_falls\nconcept:nongovorganization:council\tconcept:organizationheadquarteredincountry\tconcept:country:us\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:book:new\nconcept:geometricshape:percent\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:canada_canada\tconcept:countrylocatedingeopoliticallocation\tconcept:country:commonwealth_countries\nconcept:stateorprovince:rhode_island\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:chicago_cubs\nconcept:writer:husband\tconcept:agentcontrols\tconcept:charactertrait:world\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:tourism\nconcept:profession:division\tconcept:synonymfor\tconcept:governmentorganization:department\nconcept:sportsteam:germany\tconcept:teamplaysagainstteam\tconcept:sportsteam:brazil\nconcept:musicalbum:life\tconcept:atdate\tconcept:date:n2009\nconcept:city:web\tconcept:agentinvolvedwithitem\tconcept:wallitem:browser_window\nconcept:wine:chardonnay\tconcept:beveragemadefrombeverage\tconcept:wine:cabernet\nconcept:city:club\tconcept:atdate\tconcept:date:n2000\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:tarzana\nconcept:governmentorganization:office\tconcept:organizationacronymhasname\tconcept:governmentorganization:hhs_\nconcept:book:new\tconcept:mutualproxyfor\tconcept:winery:summers\nconcept:city:moscow\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:orlando_magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:city:springfield\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:missouri\nconcept:city:team\tconcept:agentcollaborateswithagent\tconcept:biotechcompany:white\nconcept:book:new\tconcept:mutualproxyfor\tconcept:hallwayitem:season\nconcept:governmentorganization:representatives\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:princeton_stadium\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:horses\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:town\nconcept:agriculturalproduct:olive_oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:herbs\nconcept:city:sydney\tconcept:proxyfor\tconcept:stateorprovince:new_south_wales\nconcept:city:link\tconcept:agentcreated\tconcept:geopoliticalorganization:e_mail\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:meat:biscuit\nconcept:website:boards\tconcept:atdate\tconcept:datelit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city:bakersfield\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:county:utah\tconcept:mutualproxyfor\tconcept:city:layton\nconcept:writer:matter\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:vegetable:pork_chops\nconcept:website:show\tconcept:atdate\tconcept:date:n2009\nconcept:university:north_dakota_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:emotion:senate\tconcept:proxyfor\tconcept:book:new\nconcept:jobposition:agency\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:vegetable:ginger\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:country:myanmar_burma\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:strawberry\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:nebraska\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:museum:exhibits\nconcept:date:n2009\tconcept:proxyfor\tconcept:beverage:new\nconcept:animal:hawks\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:book:passing\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:country:denmark\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:visualizablething:jumbo_shrimp\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bears_29_17\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:amsterdam\nconcept:company:new_york\tconcept:agentparticipatedinevent\tconcept:sportsgame:finals\nconcept:country:__america\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:u_s__state\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:bird:chickens\nconcept:agriculturalproduct:cranberries\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:construction\tconcept:atdate\tconcept:year:n1995\nconcept:city:father\tconcept:atdate\tconcept:date:n1979\nconcept:stateorprovince:afternoon\tconcept:atdate\tconcept:date:n1996\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:fremont\nconcept:comedian:day\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:agriculturalproduct:broccoli\tconcept:agriculturalproductcontainchemical\tconcept:drug:acid\nconcept:book:services\tconcept:synonymfor\tconcept:governmentorganization:bureau\nconcept:city:bristol\tconcept:atlocation\tconcept:stateorprovince:pennsylvania\nconcept:island:metropolitan_region\tconcept:proxyfor\tconcept:book:new\nconcept:person:john003\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:country:czech_republic\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:bears_29_17\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:year_the_mets\nconcept:physicalaction:women\tconcept:atdate\tconcept:date:n2004\nconcept:city:help\tconcept:agentinvolvedwithitem\tconcept:wallitem:browser_window\nconcept:university:colorado_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:university:google\tconcept:agentcompeteswithagent\tconcept:website:amazon\nconcept:stateorprovince:hawaii\tconcept:statelocatedingeopoliticallocation\tconcept:country:united_states\nconcept:profession:designers\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:county:york_county\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:website:visit\tconcept:atdate\tconcept:month:august\nconcept:city:taiwan\tconcept:atdate\tconcept:year:n1998\nconcept:musicsong:galveston\tconcept:atlocation\tconcept:city:texas\nconcept:shoppingmall:pompano_beach\tconcept:mutualproxyfor\tconcept:city:florida\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:governmentorganization:red_cross\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1919\nconcept:wine:red_wine\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:sportsteam:gamecocks\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:eventoutcome:presence\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:hallwayitem:connection\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:animal:child\tconcept:animaldevelopdisease\tconcept:disease:syndrome\nconcept:beverage:new\tconcept:atlocation\tconcept:hotel:directory\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:delaware\nconcept:geopoliticallocation:performances\tconcept:atdate\tconcept:date:n2009\nconcept:nongovorganization:u_s_\tconc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pt:dateliteral:n1987\tconcept:proxyfor\tconcept:stateorprovince:new_york\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:food:apples\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:county:utah\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:programminglanguage:state\tconcept:synonymfor\tconcept:politicalparty:college\nconcept:country:ghana\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:academicfield:delhi\tconcept:atdate\tconcept:date:n2001\nconcept:coach:new\tconcept:subpartof\tconcept:geopoliticallocation:dakota\nconcept:book:leader\tconcept:atdate\tconcept:date:n2003\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:bay_area\nconcept:island:new_york_city_metropolitan_area\tconcept:atdate\tconcept:dateliteral:n1987\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:bears_29_17\nconcept:academicfield:lubbock\tconcept:proxyfor\tconcept:female:texas_tech_university\nconcept:country:left_parties\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:service\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:reptile:loggerhead_sea_turtles\nconcept:comedian:oklahoma\tconcept:subpartof\tconcept:sportsteam:ncaa_youth_kids\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:hobart\nconcept:charactertrait:world\tconcept:atdate\tconcept:date:n2004\nconcept:room:community\tconcept:subpartof\tconcept:vehicle:kerosene\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysinleague\tconcept:sportsleague:mlb\nconcept:book:new\tconcept:atlocation\tconcept:planet:ocean\nconcept:sportsgame:records\tconcept:sportsgamewinner\tconcept:sportsteam:red_sox_this_season\nconcept:coach:lovie_smith\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:book:new\tconcept:atlocation\tconcept:city:choice\nconcept:city:melbourne\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:arizona\tconcept:mutualproxyfor\tconcept:city:phoenix\nconcept:personaustralia:guardian\tconcept:atdate\tconcept:date:n2003\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:influence\nconcept:city:newark\tconcept:atlocation\tconcept:stateorprovince:california\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:fried_green_tomatoes\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:effect\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:pepperdine\nconcept:city:design\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentcompeteswithagent\tconcept:sportsteam:nc_state\nconcept:visualizablething:polenta\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:politicsissue:creation\tconcept:atdate\tconcept:date:n2003\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:gq\nconcept:nongovorganization:council\tconcept:atdate\tconcept:year:n1965\nconcept:book:new\tconcept:mutualproxyfor\tconcept:river:counties\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n2003\nconcept:beverage:new\tconcept:atlocation\tconcept:website:tour\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:convention:confluence\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:country:south_africa\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:meat:ribs\nconcept:geopoliticallocation:air_conditioning\tconcept:subpartof\tconcept:transportation:central_air\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:proverbial_goose\nconcept:city:service\tconcept:organizationalsoknownas\tconcept:governmentorganization:u__s__department\nconcept:country:soviet_union\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:book:amsterdam\tconcept:atdate\tconcept:date:n2000\nconcept:visualizablething:queensland\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:mammal:coyotes\tconcept:mammalsuchasmammal\tconcept:animal:humans\nconcept:island:mother\tconcept:atdate\tconcept:year:n1997\nconcept:city:lima\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:website:growth\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:la_mesa\nconcept:profession:specialists\tconcept:professionistypeofprofession\tconcept:profession:counselors\nconcept:airport:north_america\tconcept:atdate\tconcept:date:n2004\nconcept:agriculturalproduct:mashed_potatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:website:jobs\tconcept:synonymfor\tconcept:governmentorganization:u_s_department\nconcept:date:meet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pt:animalistypeofanimal\tconcept:mammal:domestic_animals\nconcept:university:ministry\tconcept:atdate\tconcept:date:n2003\nconcept:city:neighborhood\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:visualizablescene:harbor\nconcept:city:service\tconcept:atdate\tconcept:year:n1863\nconcept:city:washington_d_c\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:nyc_\nconcept:beverage:new\tconcept:atlocation\tconcept:stadiumoreventvenue:world_trade_center\nconcept:governmentorganization:department\tconcept:atdate\tconcept:year:n1998\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:trends\nconcept:website:market\tconcept:istallerthan\tconcept:publication:people_\nconcept:profession:professions\tconcept:professionistypeofprofession\tconcept:profession:education\nconcept:city:hawaii\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:tableitem:registry\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:geopoliticallocation:caribbean\tconcept:istallerthan\tconcept:publication:people_\nconcept:biotechcompany:china\tconcept:atdate\tconcept:year:n1995\nconcept:city:rochelle\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:city:hope\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:consumerelectronicitem:muse\tconcept:proxyfor\tconcept:emotion:new\nconcept:country:italy\tconcept:proxyfor\tconcept:book:new\nconcept:city:auburn\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:meat:beef\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:dairy_products\nconcept:stateorprovince:maharashtra\tconcept:atlocation\tconcept:country:republic_of_india\nconcept:mammal:breeds\tconcept:ismultipleof\tconcept:mammal:dogs\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:hollandaise_sauce\nconcept:landscapefeatures:rentals\tconcept:proxyfor\tconcept:book:new\nconcept:city:woodstock\tconcept:mutualproxyfor\tconcept:stateorprovince:georgia\nconcept:agriculturalproduct:sweet_potato\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:bank:administration\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:musicalbum:life\tconcept:atdate\tconcept:date:n2004\nconcept:profession:experts\tconcept:professionistypeofprofession\tconcept:profession:lawyers\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:calves\nconcept:city:service\tconcept:proxyfor\tconcept:retailstore:aapl\nconcept:coach:arkansas_razorbacks\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ncaa_youth_kids\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:gulls\nconcept:city:fredericksburg\tconcept:proxyfor\tconcept:stateorprovince:virginia\nconcept:website:light\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:pilots\nconcept:wallitem:works\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:island:territory\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:geometricshape:property\tconcept:mutualproxyfor\tconcept:vehicle:three\nconcept:city:taiwan\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:website:license\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:montreal_expos\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:governmentorganization:house\tconcept:atdate\tconcept:date:feb_\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:communist_china\nconcept:country:monaco\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:country:indonesia\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:person:republican\tconcept:personhasresidenceingeopoliticallocation\tconcept:stateorprovince:alabama\nconcept:coach:shanahan\tconcept:worksfor\tconcept:city:denver\nconcept:city:resources\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:windows\nconcept:country:russia\tconcept:countryalsoknownas\tconcept:country:soviet_union\nconcept:city:sylmar\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:city:place\tconcept:atdate\tconcept:year:n1960\nconcept:website:yahoo\tconcept:competeswith\tconcept:website:facebook\nconcept:island:operations\tconcept:atdate\tconcept:date:n2000\nconcept:city:petersburg\tconcept:citylocatedincountry\tconcept:country:russia\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:miso\nconcept:vegetable:ginger\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:sportsteam:bears_29_17\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:vehicle:toledo\tconcept:m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cept:atdate\tconcept:dateliteral:n1954\nconcept:geopoliticallocation:dakota\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:illinois\nconcept:river:snake\tconcept:riveremptiesintoriver\tconcept:river:columbia\nconcept:book:new\tconcept:mutualproxyfor\tconcept:musicalbum:seasons\nconcept:sportsteam:ravens\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl\nconcept:physicalaction:hands\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:coach:new\tconcept:subpartof\tconcept:city:florida\nconcept:landscapefeatures:firm\tconcept:atdate\tconcept:date:n2003\nconcept:city:centre\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1942\nconcept:country:italy\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:city:atlanta\tconcept:cityliesonriver\tconcept:attraction:grand\nconcept:geopoliticallocation:offer\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:decatur\tconcept:proxyfor\tconcept:stateorprovince:alabama\nconcept:vehicle:states\tconcept:subpartof\tconcept:geopoliticallocation:gulf_coast\nconcept:blog:google\tconcept:competeswith\tconcept:website:facebook\nconcept:vegetable:parsley\tconcept:agriculturalproducttoattractinsect\tconcept:insect:caterpillars\nconcept:month:february\tconcept:proxyfor\tconcept:lake:new\nconcept:academicfield:delhi\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:personmexico:ryan_whitney\tconcept:personleadsorganization\tconcept:politicalparty:movement\nconcept:county:paris\tconcept:atdate\tconcept:date:n1979\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:governmentorganization:governments\nconcept:filmfestival:eight\tconcept:mutualproxyfor\tconcept:room:house\nconcept:website:pages\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:food:potato_chips\nconcept:book:new\tconcept:atlocation\tconcept:mountain:inspiration\nconcept:country:nigeria\tconcept:atdate\tconcept:date:n2004\nconcept:fish:anchovies\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:musicalbum:power\tconcept:atdate\tconcept:year:n1981\nconcept:person:home001\tconcept:agentbelongstoorganization\tconcept:politicalparty:college\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1991\nconcept:nongovorganization:council\tconcept:atdate\tconcept:year:n1992\nconcept:food:tomatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:scenery\nconcept:book:battleground\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:governmentorganization:state_courts\tconcept:proxyfor\tconcept:coach:new\nconcept:governmentorganization:government\tconcept:atdate\tconcept:year:n1974\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:leader\nconcept:animal:creatures\tconcept:animalsuchasinvertebrate\tconcept:insect:dragonflies\nconcept:transportation:residents\tconcept:mutualproxyfor\tconcept:book:new\nconcept:vehicle:view\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:agriculturalproduct:bay_leaf\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:esu_hornets\nconcept:food:peppers\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:eggplants\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:antelope\nconcept:country:republic_of_india\tconcept:atdate\tconcept:date:n1999\nconcept:river:columbia\tconcept:riveremptiesintoriver\tconcept:skiarea:snake_river\nconcept:city:denver\tconcept:subpartof\tconcept:sport:heating_and_air\nconcept:reptile:pets\tconcept:animalpreyson\tconcept:fish:parrots\nconcept:county:families\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:male:history\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:month:june\tconcept:subpartof\tconcept:stateorprovince:illinois\nconcept:county:bedford\tconcept:proxyfor\tconcept:city:texas\nconcept:agriculturalproduct:livestock\tconcept:animalpreyson\tconcept:animal:humans\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:city:york\tconcept:atlocation\tconcept:website:east\nconcept:transportation:voters\tconcept:atdate\tconcept:date:n2004\nconcept:vehicle:states\tconcept:atlocation\tconcept:geopoliticalorganization:western\nconcept:stateorprovince:details\tconcept:agentcreated\tconcept:geopoliticalorganization:e_mail\nconcept:company:local\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:city:united_kingdom\tconcept:atdate\tconcept:year:n1997\nconcept:vehicle:states\tconcept:subpartof\tconcept:emotion:east_coast\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:washington_t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mefromcountry\tconcept:country:us\nconcept:bird:woodpeckers\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:food:yellow_squash\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:wallitem:works\tconcept:mutualproxyfor\tconcept:book:new\nconcept:book:amsterdam\tconcept:subpartof\tconcept:agent:netherlands\nconcept:geometricshape:colleges\tconcept:mutualproxyfor\tconcept:book:new\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:sociopolitical:secretary\nconcept:mammal:horses\tconcept:animalpreyson\tconcept:animal:creatures\nconcept:agriculturalproduct:livestock\tconcept:animalpreyson\tconcept:mammal:dogs\nconcept:book:new\tconcept:atlocation\tconcept:county:chicago\nconcept:city:home\tconcept:istallerthan\tconcept:publication:people_\nconcept:city:compton\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:plant:search\nconcept:sportsteam:oakland_raiders\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:city:san_rafael\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:food:peppers\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:sprouts\nconcept:county:lexington\tconcept:atlocation\tconcept:stateorprovince:north_carolina\nconcept:musicalbum:foundation\tconcept:atdate\tconcept:date:n2001\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:aquarium:louis\nconcept:food:eggplant\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:rounds\nconcept:sportsteam:twins\tconcept:teamplaysinleague\tconcept:sportsleague:mlb\nconcept:city:killeen\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:texas\nconcept:city:team\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:governmentorganization:hhs\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:mammal:exotic_animals\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:politician:michael_r__bloomberg\nconcept:website:match\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:home\tconcept:atdate\tconcept:date:april_11\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:visualizablething:risotto\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:nut:fan\nconcept:country:united_states\tconcept:synonymfor\tconcept:politicalparty:republic\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:food:introduction\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:skiarea:big_draw\nconcept:wallitem:beginning\tconcept:atdate\tconcept:year:n1997\nconcept:city:home\tconcept:organizationalsoknownas\tconcept:governmentorganization:office\nconcept:creditunion:kansas\tconcept:organizationhiredperson\tconcept:personaustralia:bill_self\nconcept:website:move\tconcept:atdate\tconcept:date:n2003\nconcept:city:peoria\tconcept:citylocatedinstate\tconcept:stateorprovince:illinois\nconcept:room:family\tconcept:mutualproxyfor\tconcept:book:new\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1977\nconcept:city:contract\tconcept:atdate\tconcept:year:n1997\nconcept:geopoliticalorganization:web_site\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:book:film\tconcept:atdate\tconcept:date:n2001\nconcept:stateorprovince:men\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:offences\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:stateorprovince:man\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:possession\nconcept:female:yankees\tconcept:agentparticipatedinevent\tconcept:sportsgame:n1943_world_series\nconcept:website:light\tconcept:atdate\tconcept:date:n2004\nconcept:visualizablething:residence\tconcept:atdate\tconcept:year:n1997\nconcept:website:forum\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:window\nconcept:website:market\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:city:fairchild_air_force_base\tconcept:organizationheadquarteredincountry\tconcept:country:us\nconcept:geometricshape:ship\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:profession:health_care_professionals\tconcept:professionistypeofprofession\tconcept:profession:therapists\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:animal:small_mammals\tconcept:animalpreyson\tconcept:mammal:hares\nconcept:book:new\tconcept:mutualproxyfor\tconcept:emotion:doubt\nconcept:vegetable:carrots\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:onion\nconcept:profession:newark\tconcept:atlocation\tconcept:bridge:new_jersey\nconcept:city:home\tconcept:atdate\tconcept:date:sept\nconcept:island:author\tconcept:atdate\tconcept:date:n2004\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\t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ncept:locationlocatedwithinlocation\tconcept:country:usa\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:city:washington_d_c\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:canada_canada\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:food:burgers\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:animal:beasts\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:oct_\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:jobposition:nurse\nconcept:book:new\tconcept:atlocation\tconcept:city:york\nconcept:city:montreal\tconcept:atdate\tconcept:date:n2000\nconcept:sportsteam:houston_astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:beach:beach_haven\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:month:september\tconcept:proxyfor\tconcept:lake:new\nconcept:city:manteca\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:california_angels\nconcept:emotion:senate\tconcept:atdate\tconcept:date:n2001\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:grain:texture\nconcept:city:tacoma\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:city:article\tconcept:agentcompeteswithagent\tconcept:tradeunion:search\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:new_mexico_state\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:sept_\nconcept:city:shanghai\tconcept:cityliesonriver\tconcept:river:yangtze\nconcept:bathroomitem:firm\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:governmentorganization:management\tconcept:atdate\tconcept:date:n1999\nconcept:politicsissue:creation\tconcept:atdate\tconcept:year:n1998\nconcept:agriculturalproduct:chipotle\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:building:season\tconcept:buildinglocatedincity\tconcept:city:vegas\nconcept:animal:moles\tconcept:animalpreyson\tconcept:animal:creatures\nconcept:sportsteam:carolina_panthers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bears_29_17\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:orient\nconcept:room:community\tconcept:subpartof\tconcept:hallwayitem:radiant_floor\nconcept:landscapefeatures:weekend\tconcept:atdate\tconcept:date:n2004\nconcept:country:finland\tconcept:proxyfor\tconcept:lake:new\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:center\nconcept:biotechcompany:china\tconcept:atdate\tconcept:date:n1928\nconcept:city:azerbaijan\tconcept:citycapitalofcountry\tconcept:country:azerbaijan\nconcept:writer:brown\tconcept:personbelongstoorganization\tconcept:politicalparty:college\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:hawaii\tconcept:atdate\tconcept:date:n2003\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:codes\nconcept:country:australia\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:name\tconcept:atdate\tconcept:year:n1995\nconcept:reptile:pets\tconcept:animalistypeofanimal\tconcept:animal:animals002\nconcept:city:xavier\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:comedian:day\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:city:greenwood\tconcept:cityliesonriver\tconcept:attraction:mississippi\nconcept:vehicle:states\tconcept:atlocation\tconcept:lake:mid_atlantic\nconcept:beverage:new\tconcept:atlocation\tconcept:transportation:weather\nconcept:book:alliance\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:mother_jones\nconcept:profession:practitioners\tconcept:professionistypeofprofession\tconcept:profession:psychiatrists\nconcept:city:wellington\tconcept:atlocation\tconcept:stateorprovince:colorado\nconcept:country:arabia_saudita\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:gulf\nconcept:vegetable:potatoes\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:squares\nconcept:country:arabia_saudita\tconcept:countrylocatedingeopoliticallocation\tconcept:country:region\nconcept:city:azerbaijan\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:city:web\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:authorities\nconcept:city:hawthorne\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:date:dec_\tconcept:atdate\tconcept:date:community\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:skiarea:talent\ncon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hils\nconcept:date:n1993\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:guinea_pigs\nconcept:stateorprovince:illinois\tconcept:mutualproxyfor\tconcept:city:schaumburg\nconcept:website:visit\tconcept:atdate\tconcept:date:n1993\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:tehran\nconcept:beverage:beer\tconcept:agriculturalproductcamefromcountry\tconcept:country:switzerland\nconcept:agriculturalproduct:salt\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:peppercorns\nconcept:city:oakland\tconcept:organizationhiredperson\tconcept:coach:tom_cable\nconcept:agriculturalproduct:herbs\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:lamb\nconcept:island:post\tconcept:atdate\tconcept:date:n1977\nconcept:meat:sausage\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:bakedgood:muffins\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:chocolate\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:water_buffalo\nconcept:website:bangladesh\tconcept:atdate\tconcept:date:n2000\nconcept:vegetable:carrots\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:agriculturalproduct:lamb\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:date:meeting\tconcept:atdate\tconcept:month:october\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:person:ed_koch001\nconcept:museum:wilmington\tconcept:subpartof\tconcept:company:north_carolina\nconcept:stateorprovince:new_york\tconcept:statelocatedincountry\tconcept:country:usa\nconcept:beach:resort\tconcept:locationlocatedwithinlocation\tconcept:city:vegas\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:weatherphenomenon:images\nconcept:county:san_diego\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:stateorprovince:georgia\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:stateorprovince:connecticut\tconcept:mutualproxyfor\tconcept:city:meriden\nconcept:city:home\tconcept:mutualproxyfor\tconcept:female:seven\nconcept:animal:organisms\tconcept:animalthatfeedoninsect\tconcept:insect:earthworms\nconcept:profession:providers\tconcept:professionistypeofprofession\tconcept:profession:scientists\nconcept:bedroomitem:rate\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:pacers\tconcept:agentparticipatedinevent\tconcept:convention:games\nconcept:country:thailand\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:stateorprovince:utah\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:idaho\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:malopolskie\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:sweden\nconcept:university:boston_red_sox\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:company:clinton\tconcept:agentcollaborateswithagent\tconcept:personus:john_edwards\nconcept:physicalaction:women\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:politicsblog:originator\nconcept:city:wellington\tconcept:subpartof\tconcept:country:new_zealand\nconcept:profession:acupuncturists\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:country:switzerland\tconcept:atdate\tconcept:date:n1939\nconcept:visualizablething:use\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:team\tconcept:synonymfor\tconcept:boardgame:board\nconcept:city:alliance\tconcept:atlocation\tconcept:stateorprovince:nebraska\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablescene:inn\nconcept:agriculturalproduct:sherry\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:mountainrange:hudson_valley\nconcept:sportsgame:more_years\tconcept:atlocation\tconcept:lake:new\nconcept:country:cambodia\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:moscow\tconcept:atdate\tconcept:year:n1995\nconcept:blog:google\tconcept:acquired\tconcept:website:deja_com\nconcept:room:coast\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:city:home\tconcept:atdate\tconcept:date:nov\nconcept:terroristorganization:state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:mammal:guinea_pigs\tconcept:animalistypeofanimal\tconcept:animal:small_mammals\nconcept:city:boca_raton\tconcept:proxyfor\tconcept:lake:new\nconcept:year:n1981\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:company:new_york\tconcept:competeswith\tconcept:company:weekly_standard001\nconcept:lake:new\tconc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e\tconcept:personhasresidenceingeopoliticallocation\tconcept:city:london_city\nconcept:island:proposal\tconcept:atdate\tconcept:date:n2001\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:geopoliticallocation:consortium\nconcept:museum:steve\tconcept:proxyfor\tconcept:wallitem:iphone\nconcept:geometricshape:property\tconcept:atdate\tconcept:year:n1998\nconcept:country:usa\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:visualizablescene:nz\tconcept:atdate\tconcept:date:n2004\nconcept:stateorprovince:california\tconcept:atdate\tconcept:date:n1996\nconcept:city:redmond\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:governmentorganization:management\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series\nconcept:politicsblog:tribune\tconcept:agentcontrols\tconcept:building:times\nconcept:ceo:bernard_l__madoff\tconcept:personleadsorganization\tconcept:country:us\nconcept:city:columbia\tconcept:cityalsoknownas\tconcept:city:new_brunswick\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:special_sauce\nconcept:university:illinois_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:book:job\tconcept:atdate\tconcept:date:n1999\nconcept:room:back\tconcept:subpartof\tconcept:geopoliticallocation:arms\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1958\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:emergency\nconcept:university:national\tconcept:agentactsinlocation\tconcept:hotel:fullerton\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:amphibian:frogs\nconcept:emotion:land\tconcept:atdate\tconcept:date:n2003\nconcept:mammal:deer\tconcept:mammalsuchasmammal\tconcept:mammal:rabbits\nconcept:city:singapore\tconcept:atdate\tconcept:date:n2004\nconcept:country:venezuela\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:biotechcompany:salt_lake_city\tconcept:proxyfor\tconcept:county:utah\nconcept:city:glendora\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:coffs_harbour\nconcept:city:service\tconcept:atdate\tconcept:dateliteral:n1918\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:el_monte\nconcept:book:network\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:lake:new\tconcept:mutualproxyfor\tconcept:month:february\nconcept:governmentorganization:amazon_com\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:places\nconcept:city:hawaii\tconcept:atdate\tconcept:date:n2001\nconcept:city:hotels\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:beverage:lemon_juice\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:herbs\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:asia_pacific\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:food:cajun_spices\nconcept:stateorprovince:central_bohemia\tconcept:statelocatedingeopoliticallocation\tconcept:country:czech_republic\nconcept:newspaper:times\tconcept:hasofficeincity\tconcept:city:la\nconcept:city:towns\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:profession:surgeons\tconcept:professionistypeofprofession\tconcept:profession:leaders\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:vegetable:shallots\nconcept:beverage:new\tconcept:atlocation\tconcept:politicsblog:radio_station\nconcept:book:refuge\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:city:washington_d_c\tconcept:locationlocatedwithinlocation\tconcept:country:us\nconcept:city:london_city\tconcept:atdate\tconcept:date:n2009\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:bakedgood:starter\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:agriculturalproduct:olive_oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:country:ghana\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:food:eggs\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:cubes\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1998\nconcept:university:ohio\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:book:new\tconcept:atlocation\tconcept:city:neighborhoods\nconcept:publication:people_\tconcept:atdate\tconcept:year:n1995\nconcept:stateorprovince:new_hampshire\tconcept:statelocatedingeopoliticallocation\tconcept:country:united_states\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:quarter\nconcept:country:united_states\tc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t:atdate\tconcept:dateliteral:n2007\nconcept:book:new\tconcept:atlocation\tconcept:planet:seasons\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:river:nine\nconcept:city:sweden\tconcept:agentbelongstoorganization\tconcept:sportsleague:mls\nconcept:wine:stock\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:departments\nconcept:beverage:tea\tconcept:agriculturalproductcamefromcountry\tconcept:country:uk\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:beverly_hills\nconcept:academicfield:association\tconcept:atdate\tconcept:date:n2003\nconcept:bird:duck\tconcept:animaleatfood\tconcept:cheese:foie_gras\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:destinations\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:bc\nconcept:politicsissue:processes\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orlando_magic\nconcept:book:new\tconcept:atlocation\tconcept:highway:talk\nconcept:politicaloffice:office\tconcept:subpartof\tconcept:landscapefeatures:water\nconcept:country:afghanistan\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:profession:providers\tconcept:professionistypeofprofession\tconcept:profession:family_doctors\nconcept:profession:psychologists\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:sportsteam:sd_chargers\tconcept:teamplaysinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:university:stony_brook\nconcept:country:france_france\tconcept:countrylocatedingeopoliticallocation\tconcept:country:different_countries\nconcept:agriculturalproduct:livestock\tconcept:animalistypeofanimal\tconcept:mammal:dogs\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:attraction:locations\nconcept:profession:researchers\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:grain:sugar\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:mississippi\nconcept:county:las_vegas\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:country:new_zealand\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:oceania\nconcept:wine:chardonnay\tconcept:beveragemadefrombeverage\tconcept:wine:sauvignon\nconcept:city:mariposa\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:academicfield:directors\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:book:new\tconcept:proxyfor\tconcept:book:things\nconcept:physicalaction:women\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:georgia\nconcept:beverage:new\tconcept:atlocation\tconcept:country:same_time\nconcept:vegetable:red_onion\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:publication:people_\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:criminal_offences\nconcept:coach:kentucky\tconcept:mutualproxyfor\tconcept:city:fort_campbell_north\nconcept:governmentorganization:dhhs\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:bears_29_17\nconcept:shoppingmall:columbia\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:book:new\tconcept:atlocation\tconcept:company:look\nconcept:beverage:tea\tconcept:agriculturalproductcontainchemical\tconcept:chemical:compound\nconcept:musicalbum:power\tconcept:atdate\tconcept:date:n2004\nconcept:governmentorganization:state_department\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:food:cheeseburger\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:eventoutcome:type\nconcept:mammal:cows\tconcept:animaleatvegetable\tconcept:vegetable:corn\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:santa_rosa\nconcept:building:outlet\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:date:n1969\tconcept:proxyfor\tconcept:lake:new\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:eritrea\nconcept:agriculturalproduct:cumin\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:island:new_york_city_metropolitan_area\tconcept:atdate\tconcept:year:n1995\nconcept:website:announcement\tconcept:atdate\tconcept:date:n1999\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:denmark\nconcept:sportsgame:more_days\tconcept:atlocation\tconcept:lake:new\nconcept:country:england\tconcept:atdate\tconcept:date:n2009\nconcept:animal:goat_cheese\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:washington_d_c\tconcept:citylocatedingeopoliticallocation\tconcept:country:us\nconcept:website:announcement\tconcept:atdate\tconcept:date:n2001\nconcept:city:york\tconcept:subpartof\tconcept:company:new_york\nconcept:beverage:new\tconcept:atlocation\tconcept:room:style\nconcept:coach:chandler\tconcept:proxyfor\tconcept:beverage:arizona\nconcept:country:brazil\tconcept:atdate\tconcept:date:n1999\nconcept:vehicle:states\tconcept:atlocation\tconcept:lake:pacific\nconcept:city:members\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:geometricshape:property\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:chicago\nconcept:country:japan\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:landscapefeatures:firm\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:university:google\tconcept:organizationterminatedperson\tconcept:person:larry_page\nconcept:politicsblog:republic\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:county:salem\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:oregon\nconcept:country:italy\tconcept:atdate\tconcept:date:n2004\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:hosting\nconcept:lake:great_lakes\tconcept:lakeinstate\tconcept:stateorprovince:ontario\nconcept:governmentorganization:clients\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crime\nconcept:website:information\tconcept:atdate\tconcept:date:n1999\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:systems\nconcept:bakedgood:mousse\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:white_chocolate\nconcept:retailstore:lake_havasu_city\tconcept:mutualproxyfor\tconcept:beverage:arizona\nconcept:country:dominican_republic\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:personmexico:ryan_whitney\tconcept:personleadsorganization\tconcept:website:change\nconcept:coach:new\tconcept:subpartof\tconcept:city:texas\nconcept:musicalbum:months\tconcept:atlocation\tconcept:airport:gold\nconcept:beverage:orange_juice\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:winery:framingham\tconcept:mutualproxyfor\tconcept:beach:massachusetts\nconcept:county:athens\tconcept:atdate\tconcept:date:n2003\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:bobby_dodd_stadium\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:brood_parasites\nconcept:stateorprovince:british_columbia\tconcept:atdate\tconcept:date:n1999\nconcept:city:singapore\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:academicfield:delhi\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:food:black_olives\nconcept:governmentorganization:house\tconcept:mutualproxyfor\tconcept:female:seven\nconcept:city:bellevue\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:hobby:studio\tconcept:atdate\tconcept:date:n1996\nconcept:country:poland\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:destinations\nconcept:county:paris\tconcept:locationlocatedwithinlocation\tconcept:building:vegas\nconcept:musicinstrument:africa\tconcept:atdate\tconcept:date:n2003\nconcept:agriculturalproduct:ground_pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:condiment:oils\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:bakedgood:flour_tortillas\nconcept:legume:tempe\tconcept:proxyfor\tconcept:beverage:arizona\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:planet:object\nconcept:book:network\tconcept:atdate\tconcept:date:n1996\nconcept:country:russia\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:country:republic_of_india\tconcept:atdate\tconcept:date:n1968\nconcept:musicalbum:quebec\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:hallwayitem:areas\tconcept:subpartof\tconcept:website:blood\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:cinnamon\nconcept:stateorprovince:sides\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:newspaper:times\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:politicsblog:more_times\tconcept:proxyfor\tconcept:book:new\nconcept:island:staff\tconcept:atdate\tconcept:date:n2003\nconcept:country:us\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:city:centre\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizableattribute:proper_water\nconcept:profession:pharmacists\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:website:google_search\tconcept:agentcompeteswithagent\tconcept:university:google\nconcept:sportsteam:brewers\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:great_tits\nconcept:country:hong_kong\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:reptile:alligators\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:animal:organisms\tconcept:animalpreyson\tconcept:animal:humans\nconcept:stateorprovince:pensacola\tconcept:proxyfor\tconcept:city:florida\nconcept:stateorprovince:indiana\tconcept:organizationhiredperson\tconcept:coach:crean\nconcept:chemical:management\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:agriculturalproduct:plants\tconcept:agriculturalproducttoattractinsect\tconcept:insect:bugs\nconcept:city:service\tconcept:atdate\tconcept:year:n1970\nconcept:vertebrate:pet_animals\tconcept:animalpreyson\tconcept:mammal:dogs\nconcept:book:adventure\tconcept:mutualproxyfor\tconcept:book:new\nconcept:country:__america\tconcept:countryalsoknownas\tconcept:country:soviet_union\nconcept:mammal:domestic_animals\tconcept:animalistypeofanimal\tconcept:bird:chickens\nconcept:governmentorganization:government\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:city:team\tconcept:atdate\tconcept:date:n1996\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:stateorprovince:line\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:grain:producers\nconcept:person:state\tconcept:personchargedwithcrime\tconcept:crimeorcharge:laws\nconcept:building:years\tconcept:atlocation\tconcept:city:florida\nconcept:city:place\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:musicalbum:months\tconcept:atlocation\tconcept:highway:southeast\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:parents\nconcept:country:korea\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:city:monrovia\tconcept:citycapitalofcountry\tconcept:country:liberia\nconcept:food:green_olives\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:peppers\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:federal_office\nconcept:coach:new\tconcept:subpartof\tconcept:city:towns\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:colorada\nconcept:stateorprovince:newfoundland_and_labrador\tconcept:statelocatedincountry\tconcept:country:canada_canada\nconcept:sportsteam:oilers\tconcept:teamplaysinleague\tconcept:sportsleague:nfl\nconcept:person:john003\tconcept:persongraduatedschool\tconcept:university:boston_college\nconcept:profession:specialists\tconcept:professionistypeofprofession\tconcept:profession:accountants\nconcept:stateorprovince:indiana\tconcept:atlocation\tconcept:stateorprovince:pennsylvania\nconcept:jobposition:physician\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:papa_john_s_cardinal_stadium\nconcept:visualizablething:use\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:county:records\tconcept:atdate\tconcept:date:n1999\nconcept:book:years\tconcept:atlocation\tconcept:landscapefeatures:gulf\nconcept:city:mckinney\tconcept:mutualproxyfor\tconcept:city:texas\nconcept:publication:people_\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:trafficking\nconcept:musicalbum:us\tconcept:synonymfor\tconcept:politicalparty:republic\nconcept:buildingfeature:windows\tconcept:buildingfeaturemadefrombuildingmaterial\tconcept:visualizableattribute:diamond\nconcept:city:home\tconcept:atdate\tconcept:date:n1958\nconcept:stateorprovince:georgia\tconcept:mutualproxyfor\tconcept:city:roswell\nconcept:city:washington_d_c\tconcept:subpartof\tconcept:country:united_states\nconcept:transportation:two\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:musicalbum:today\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:meat:bacon\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:dentists\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:transportation:two\nconcept:coach:new\tconcept:subpartof\tconcept:country:korea\nconcept:city:article\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:geopo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eorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:geopoliticallocation:asia_pacific\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:geopoliticallocation:grand_junction\nconcept:vegetable:parsley\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:governmentorganization:services\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:city:home\tconcept:agentparticipatedinevent\tconcept:sportsgame:test_series\nconcept:animal:creatures\tconcept:animalthatfeedoninsect\tconcept:insect:bugs\nconcept:city:sources\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:coach:new\tconcept:subpartof\tconcept:city:communities\nconcept:country:jordan\tconcept:countrylocatedingeopoliticallocation\tconcept:country:arab_emirates\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:visualizablescene:court\nconcept:city:york\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:country:australia\tconcept:atdate\tconcept:date:n1964\nconcept:city:moreno_valley\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:coach:new\tconcept:subpartof\tconcept:river:counties\nconcept:city:uk\tconcept:atdate\tconcept:date:n2001\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:architects\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:food:french_fries\nconcept:coach:lovie_smith\tconcept:worksfor\tconcept:county:chicago\nconcept:country:new_zealand\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:park:various_locations\nconcept:university:akron\tconcept:subpartof\tconcept:university:ohio\nconcept:animal:birds002\tconcept:agentcompeteswithagent\tconcept:comedian:wild_animals\nconcept:transportation:operation\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:new_jersey_nets\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:lake:dublin\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:country:career\tconcept:atdate\tconcept:dateliteral:n1980\nconcept:sportsgame:championship\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:garden_grove\nconcept:city:place\tconcept:atdate\tconcept:dayofweek:monday\nconcept:country:republic_of_india\tconcept:countrycurrency\tconcept:currency:rupees\nconcept:person:john003\tconcept:persongraduatedfromuniversity\tconcept:university:harvard_law_school\nconcept:country:russia\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:book:new\tconcept:atlocation\tconcept:highway:work\nconcept:mammal:giraffes\tconcept:specializationof\tconcept:mammal:animals\nconcept:mammal:dogs\tconcept:animalistypeofanimal\tconcept:mammal:domestic_animals\nconcept:city:hope\tconcept:mutualproxyfor\tconcept:beverage:new\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:fruit:lemons\nconcept:bakedgood:crackers\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:tea\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:nonneginteger:one\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:york\tconcept:agentactsinlocation\tconcept:lake:new\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:raspberry\nconcept:politicsissue:oregon\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:bank:administration\tconcept:agentcontrols\tconcept:clothing:white\nconcept:eventoutcome:business\tconcept:atdate\tconcept:date:n1999\nconcept:personmexico:ryan_whitney\tconcept:worksfor\tconcept:governmentorganization:us_congress\nconcept:book:nation\tconcept:istallerthan\tconcept:publication:people_\nconcept:county:athens\tconcept:atlocation\tconcept:stateorprovince:ohio\nconcept:country:republic_of_india\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:nongovorganization:committees\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:mammal:dogs\tconcept:mammalsuchasmammal\tconcept:mammal:bears\nconcept:geopoliticalorganization:theaters\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:organization:host\tconcept:agentinvolvedwithitem\tconcept:buildingfeature:windows\nconcept:city:tripoli\tconcept:citylocatedincountry\tconcept:country:libya\nconcept:agriculturalproduct:salt\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:animal:toad\nconcept:country:argentina\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:island:hell\nconcept:country:united_states\tconcept:atdate\tconcept:year:n1959\nconcept:city:dallas\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:female:yankees\tconcept:agentparticipatedinevent\tconcept:sportsgame:n1937_world_series\nconcept:city:marina_del_rey\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:new_jersey_nets\nconcept:profession:psychiatrists\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:bird:chickens\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:protein:medicine\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:place\tconcept:atdate\tconcept:month:january\nconcept:city:hawaii\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:nc_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_youth_kids\nconcept:profession:attorneys\tconcept:professionistypeofprofession\tconcept:profession:staff\nconcept:country:norway\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:arena\nconcept:sportsteam:oklahoma_sooners_basketball\tconcept:teamplayssport\tconcept:sport:basketball\nconcept:sportsteam:heat\tconcept:organizationhiredperson\tconcept:person:pat_riley\nconcept:mammal:bats\tconcept:animalistypeofanimal\tconcept:animal:birds002\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:seat\nconcept:city:barcelona\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:academicfield:law\tconcept:academicprogramatuniversity\tconcept:university:state_university\nconcept:city:delivery\tconcept:atdate\tconcept:date:n1999\nconcept:male:russia\tconcept:atdate\tconcept:year:n1920\nconcept:academicfield:association\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1981\nconcept:city:new_orleans\tconcept:atdate\tconcept:date:n2004\nconcept:profession:psychologists\tconcept:professionistypeofprofession\tconcept:profession:counselors\nconcept:county:philadelphia\tconcept:atdate\tconcept:year:n1777\nconcept:island:operations\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:building:west\tconcept:buildinglocatedincity\tconcept:city:vegas\nconcept:governmentorganization:department\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:beverage:juice\tconcept:agriculturalproductcontainchemical\tconcept:drug:acid\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:industry_professionals\nconcept:company:pakistan\tconcept:hasofficeincountry\tconcept:country:__america\nconcept:blog:form\tconcept:agentcreated\tconcept:website:download\nconcept:emotion:end\tconcept:mutualproxyfor\tconcept:book:new\nconcept:agriculturalproduct:marjoram\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:salt\nconcept:geopoliticallocation:agencies\tconcept:atdate\tconcept:year:n1997\nconcept:city:pullman\tconcept:citylocatedinstate\tconcept:visualizablescene:washington\nconcept:country:poland\tconcept:atdate\tconcept:year:n1989\nconcept:grain:sugar\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:georgia\nconcept:male:russia\tconcept:atdate\tconcept:year:n1919\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:sri_lanka\nconcept:profession:technicians\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:city:herald\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:beverage:chocolate\tconcept:beveragecontainsprotein\tconcept:protein:ingredients\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:statistics\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:physicalaction:materials\nconcept:country:party\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:company:apple\tconcept:agentcontrols\tconcept:website:jobs\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:website:trend\nconcept:bakedgood:cake\tconcept:bakedgoodservedwithbeverage\tconcept:beverage:decadent_chocolate\nconcept:country:france_france\tconcept:atdate\tconcept:dateliteral:n1917\nconcept:profession:dietitians\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:visualizablescene:ny\tconcept:atdate\tconcept:date:n2004\nconcept:profession:staff\tconcept:professionistypeofprofession\tconcept:profession:examiners\nconcept:politicsissue:trustees\tconcept:atdate\tconcept:date:n1999\nconcept:website:trip\tconcept:atdate\tconcept:dayofweek:tuesday\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:city:york\tconcept:subpartof\tconcept:country:united_states\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:condiment:sauteed_mushrooms\nconcept:physicalaction:hands\tconcept:atdate\tconcept:date:n2001\nconcept:county:paris\tconcept:atdate\tconcept:date:n1993\nconcept:visualizablething:environments\tconcept:proxyfor\tconcept:weatherphenomenon:new\nconcept:vertebrate:ostriches\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:eventoutcome:practice\tconcept:atdate\tconcept:date:n2003\nconcept:sportsgame:championship\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:vancouver\nconcept:city:example\tconcept:atdate\tconcept:date:n1996\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:soldier_field\nconcept:transportation:operation\tconcept:atdate\tconcept:year:n1946\nconcept:charactertrait:world\tconcept:atdate\tconcept:year:n1970\nconcept:jobposition:agency\tconcept:synonymfor\tconcept:governmentorganization:u_s_department\nconcept:musicalbum:number_two\tconcept:proxyfor\tconcept:weatherphenomenon:new\nconcept:governmentorganization:bureau\tconcept:atdate\tconcept:date:n2003\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:city:pittsfield\nconcept:book:way_home\tconcept:atdate\tconcept:dayofweek:monday\nconcept:museum:new_york_times\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:country:britain\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:visualizableattribute:first_round\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_lakers\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:tustin\nconcept:book:new\tconcept:mutualproxyfor\tconcept:musicalbum:today\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:reptile:box_turtle\nconcept:stateorprovince:nebraska\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:iowa\nconcept:city:home\tconcept:subpartof\tconcept:geopoliticallocation:air_conditioning\nconcept:city:home\tconcept:atdate\tconcept:date:n1942\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:highway:square\nconcept:stateorprovince:pensacola\tconcept:subpartof\tconcept:city:florida\nconcept:person:republican\tconcept:personhasresidenceingeopoliticallocation\tconcept:county:chicago\nconcept:weapon:weeks\tconcept:atlocation\tconcept:building:west\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:san_rafael\nconcept:governmentorganization:government\tconcept:agentcontrols\tconcept:website:statistics\nconcept:agriculturalproduct:lime\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:kirkland\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:profession:radiologists\tconcept:professionistypeofprofession\tconcept:profession:staff\nconcept:room:house\tconcept:mutualproxyfor\tconcept:programminglanguage:n1_2\nconcept:personus:officials\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:profession:technicians\tconcept:professionistypeofprofession\tconcept:profession:specialists\nconcept:city:york\tconcept:subpartof\tconcept:academicfield:federal\nconcept:city:baghdad\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:reptile:crocodiles\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:nongovorganization:council\tconcept:synonymfor\tconcept:governmentorganization:department\nconcept:city:havana\tconcept:atdate\tconcept:year:n1998\nconcept:governmentorganization:iowa\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:everypromotedthing:westchester_division\nconcept:city:hawaii\tconcept:locationlocatedwithinlocation\tconcept:country:usa\nconcept:mammal:hares\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:shoppingmall:central_park\tconcept:proxyfor\tconcept:lake:new\nconcept:city:fresno\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:profession:division\tconcept:atdate\tconcept:date:n2003\nconcept:person:mugabe\tconcept:personleadsgeopoliticalorganization\tconcept:landscapefeatures:end\nconcept:website:shop\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:nyc_\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:national\nconcept:fish:anchovies\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:bits\nconcept:wine:cabernet\tconcept:beveragemadefrombeverage\tconcept:wine:sauvignon\nconcept:governmentorganization:house\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:bradenton\tconcept:citylocatedinstate\tconcept:stateorprovince:fl\nconcept:eventoutcome:practice\tconcept:atdate\tconcept:date:n2004\nconcept:jobposition:partner\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geop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tconcept:animaleatvegetable\tconcept:vegetable:brown_rice\nconcept:city:kennewick\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:city:merced\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:director:committee\tconcept:atdate\tconcept:date:n2000\nconcept:transportation:two\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:book:new\tconcept:mutualproxyfor\tconcept:landscapefeatures:weekend\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:zoo:moment\nconcept:profession:dermatologists\tconcept:professionistypeofprofession\tconcept:profession:experts\nconcept:biotechcompany:section\tconcept:agentcompeteswithagent\tconcept:architect:criticism\nconcept:city:london_city\tconcept:atdate\tconcept:dateliteral:n1938\nconcept:country:estonia\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:room:unit\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsteam:chicago_cubs\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:vehicle:states\tconcept:subpartof\tconcept:website:east\nconcept:stateorprovince:indiana\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:governmentorganization:office\tconcept:organizationalsoknownas\tconcept:country:united_states\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:county:celebration\nconcept:animal:birds002\tconcept:animalpreyson\tconcept:bird:pigeons\nconcept:vehicle:states\tconcept:subpartof\tconcept:charactertrait:central\nconcept:country:england\tconcept:atdate\tconcept:year:n1960\nconcept:city:capital\tconcept:atdate\tconcept:date:n1993\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_flyers\nconcept:profession:members\tconcept:professionistypeofprofession\tconcept:profession:nurses\nconcept:musicalbum:stage\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:country:__america\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:southern\nconcept:stadiumoreventvenue:electric_factory\tconcept:stadiumlocatedincity\tconcept:city:philadelphia\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:lancaster\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_sooners_basketball\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:fruit:coconut\nconcept:emotion:corporations\tconcept:mutualproxyfor\tconcept:book:new\nconcept:profession:professionals\tconcept:professionistypeofprofession\tconcept:profession:practitioners\nconcept:city:reason\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:country:republic_of_india\tconcept:atdate\tconcept:date:n2001\nconcept:animal:bunnies\tconcept:animalistypeofanimal\tconcept:animal:creatures\nconcept:physicalaction:hands\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:university:google\tconcept:agentcollaborateswithagent\tconcept:ceo:eric_schmidt\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:parish\nconcept:city:area\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:city:ottawa\tconcept:atdate\tconcept:date:n2004\nconcept:book:new\tconcept:mutualproxyfor\tconcept:island:head\nconcept:musicalbum:quebec\tconcept:proxyfor\tconcept:weatherphenomenon:new\nconcept:product:minister\tconcept:atdate\tconcept:year:n1988\nconcept:country:indonesia\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:plant:statue\tconcept:proxyfor\tconcept:book:new\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:meat:ground_turkey\nconcept:animal:chicken001\tconcept:animaleatfood\tconcept:bakedgood:raspberry_vinaigrette\nconcept:country:haiti\tconcept:atdate\tconcept:date:n2000\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:person:temple\nconcept:profession:researchers\tconcept:professionistypeofprofession\tconcept:profession:leaders\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:shanghai\nconcept:musicalbum:stage\tconcept:atdate\tconcept:year:n1992\nconcept:stateorprovince:mississippi\tconcept:mutualproxyfor\tconcept:city:hattiesburg\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n2009\nconcept:animal:bunnies\tconcept:animalistypeofanimal\tconcept:mammal:pets\nconcept:country:russia\tconcept:atdate\tconcept:dateliteral:n1917\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:red_onion\nconcept:book:film\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:person:state\tconcept:personleadsgeopoliticalorganization\tconcept:country:left_parties\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:lee_flames\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:county:families\nconcept:geometricshape:property\tconcept:atdate\tconcept:year:n1997\nconcept:beverage:new\tconcep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nsect\tconcept:arthropod:snails\nconcept:country:mexico\tconcept:atdate\tconcept:date:n2000\nconcept:animal:creatures\tconcept:animalpreyson\tconcept:animal:leopards\nconcept:eventoutcome:client\tconcept:atdate\tconcept:year:n1998\nconcept:city:home\tconcept:atdate\tconcept:date:community\nconcept:coach:philip_fulmer\tconcept:subpartof\tconcept:musicalbum:tennessee\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:yemen\nconcept:city:service\tconcept:atdate\tconcept:date:n2003\nconcept:agriculturalproduct:pigs\tconcept:animalistypeofanimal\tconcept:mammal:pets\nconcept:country:poland\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:country:career\tconcept:atdate\tconcept:date:n2003\nconcept:beverage:new\tconcept:atlocation\tconcept:museum:close\nconcept:profession:services\tconcept:professionistypeofprofession\tconcept:profession:professions\nconcept:buildingfeature:same_time\tconcept:mutualproxyfor\tconcept:book:new\nconcept:mammal:bears\tconcept:mammalsuchasmammal\tconcept:mammal:coyotes\nconcept:geopoliticallocation:southwest001\tconcept:mutualproxyfor\tconcept:stateorprovince:georgia\nconcept:geopoliticalorganization:us_state\tconcept:agentcollaborateswithagent\tconcept:governmentorganization:house\nconcept:book:new\tconcept:atlocation\tconcept:highway:noon\nconcept:museum:wichita\tconcept:atlocation\tconcept:city:kansas\nconcept:book:change\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:fairchild_air_force_base\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:musicalbum:foundation\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:county:san_francisco\nconcept:island:syria\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:country:united_states\tconcept:atdate\tconcept:date:n1964\nconcept:academicfield:directors\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:politicalparty:economic_development_council\nconcept:book:years\tconcept:atlocation\tconcept:building:west\nconcept:governmentorganization:european_union\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:website:tour\tconcept:atdate\tconcept:year:n1965\nconcept:stateorprovince:afternoon\tconcept:proxyfor\tconcept:book:new\nconcept:book:terms\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:florida\tconcept:mutualproxyfor\tconcept:city:lakeland\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:website:facebook\tconcept:companyeconomicsector\tconcept:academicfield:media\nconcept:stateorprovince:connecticut\tconcept:mutualproxyfor\tconcept:county:new_london\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:dill\nconcept:reptile:females\tconcept:animaldevelopdisease\tconcept:disease:syndrome\nconcept:year:n1984\tconcept:proxyfor\tconcept:beverage:new\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:demonstration\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:services\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:shoppingmall:rialto\nconcept:book:gateway\tconcept:subpartof\tconcept:plant:acer\nconcept:terroristorganization:nations\tconcept:mutualproxyfor\tconcept:emotion:new\nconcept:musicalbum:power\tconcept:atdate\tconcept:year:n1992\nconcept:company:los_angeles\tconcept:atdate\tconcept:date:n1968\nconcept:vegetable:celery\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:onions\nconcept:animal:birds002\tconcept:animalpreyson\tconcept:animal:hawks\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:county:ohio_valley\nconcept:musicalbum:months\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:person:john__honey_fitz__fitzgerald\tconcept:personleadsorganization\tconcept:city:boston\nconcept:animal:fowl\tconcept:animalpreyson\tconcept:bird:chickens\nconcept:website:pages\tconcept:specializationof\tconcept:website:information\nconcept:website:move\tconcept:proxyfor\tconcept:book:new\nconcept:geopoliticallocation:partners\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:profession:primary_care_physicians\tconcept:professionistypeofprofession\tconcept:profession:providers\nconcept:beverage:new\tconcept:atlocation\tconcept:monument:photographer\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:degree\nconcept:sportsteam:tampa\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl\nconcept:visualizablething:residence\tconcept:buildinglocatedincity\tconcept:city:vegas\nconcept:vegetable:pepper\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:bean_sprouts\nconcept:wallitem:beginning\tconcept:atdate\tconcept:date:n2001\nconcept:programminglanguage:mail\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:governmentorganization:clie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tconcept:beveragecontainsprotein\tconcept:protein:progesterone\nconcept:island:new_york_city_metropolitan_area\tconcept:atdate\tconcept:date:n1996\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:stateorprovince:trinidad\nconcept:weatherphenomenon:days\tconcept:atlocation\tconcept:building:west\nconcept:sportsteam:philadelphia_phillies\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:new_york\nconcept:vehicle:units\tconcept:subpartof\tconcept:port:portable_air\nconcept:bird:ducks\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:street:katy\nconcept:city:dallas\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:bakedgood:blinis\nconcept:beverage:hershey\tconcept:mutualproxyfor\tconcept:stateorprovince:pennsylvania\nconcept:vegetable:potatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:carrots\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:newark\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:red_sox_this_season\nconcept:jobposition:physician\tconcept:professionistypeofprofession\tconcept:profession:professions\nconcept:stateorprovince:mississippi\tconcept:statelocatedingeopoliticallocation\tconcept:country:united_states\nconcept:aquarium:louis\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:indiana\nconcept:agriculturalproduct:broccoli\tconcept:agriculturalproductcontainchemical\tconcept:visualizablething:calcium\nconcept:stateorprovince:pei\tconcept:statelocatedincountry\tconcept:country:canada_canada\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:amphibian:snake\nconcept:company:new_york\tconcept:competeswith\tconcept:televisionstation:los_angeles_times\nconcept:chemical:sulphur\tconcept:chemicalistypeofchemical\tconcept:chemical:chemicals\nconcept:city:district\tconcept:cityalsoknownas\tconcept:city:columbia\nconcept:sportsgame:n1943_world_series\tconcept:sportsgamewinner\tconcept:sportsteam:yankees\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:island:polynesia\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:month:october\nconcept:city:taiwan\tconcept:atdate\tconcept:date:n2003\nconcept:country:latvia\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:city:place\tconcept:agentparticipatedinevent\tconcept:sportsgame:standings\nconcept:beverage:tea\tconcept:beveragemadefrombeverage\tconcept:beverage:juice\nconcept:beverage:new\tconcept:atlocation\tconcept:museum:life\nconcept:island:new_york_city_metropolitan_area\tconcept:atdate\tconcept:year:n1998\nconcept:county:records\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:sportsteam:anaheim_angels\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series\nconcept:city:resources\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:company:reuters\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:person:republican\tconcept:personhasresidenceingeopoliticallocation\tconcept:county:san_diego\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamwontrophy\tconcept:awardtrophytournament:world_series\nconcept:website:organisations\tconcept:atdate\tconcept:date:n2003\nconcept:amphibian:larvae\tconcept:animaleatfood\tconcept:agriculturalproduct:plants\nconcept:animal:exotics001\tconcept:animalpreyson\tconcept:agriculturalproduct:pigs\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:san_marcos\nconcept:city:rome\tconcept:atdate\tconcept:date:n2004\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:blue_state\nconcept:emotion:favourite\tconcept:proxyfor\tconcept:book:new\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:stateorprovince:events\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:oracle\nconcept:city:tampa_bay\tconcept:agentcompeteswithagent\tconcept:personmexico:arizona_diamond_backs\nconcept:creditunion:prescott\tconcept:subpartof\tconcept:beverage:arizona\nconcept:geopoliticallocation:iraq\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:indonesia\tconcept:countryalsoknownas\tconcept:country:us\nconcept:agriculturalproduct:beets\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:city:gardena\tconcept:subpartof\tconcept:stateorprovince:california\nconcept:musicalbum:us\tconcept:atdate\tconcept:year:n1978\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:banning\nconcept:musicalbum:days\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:texas\tconcept:agentcontrols\tconcept:mlconference:services_website\nconcept:book:side\tconcept:atdate\tconcept:date:n2001\nconcept:country:west_indies\tconcept:atdate\tconcept:date:n1968\nconcept:stateorprovince:california\tconcep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concept:book:job\tconcept:atdate\tconcept:date:n2003\nconcept:governmentorganization:services\tconcept:organizationacronymhasname\tconcept:governmentorganization:office\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:retailstore:supermarket\nconcept:programminglanguage:economy\tconcept:atdate\tconcept:date:n2001\nconcept:nongovorganization:cancer_society\tconcept:mutualproxyfor\tconcept:cardgame:board\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:visualizablething:water_supply\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:chicago_tribune\nconcept:animal:organisms\tconcept:animalsuchasinsect\tconcept:insect:earthworms\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:the_village_voice\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:lebanon\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n2004\nconcept:city:arcadia\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:geopoliticallocation:delta\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:museum:new_york_times\tconcept:atdate\tconcept:date:n2001\nconcept:fish:salmon\tconcept:animaleatvegetable\tconcept:food:field_greens\nconcept:vegetable:potatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:tomatoes\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:city:istanbul\tconcept:proxyfor\tconcept:country:turkey\nconcept:county:san_francisco\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:profession:parents\tconcept:professionistypeofprofession\tconcept:profession:professionals\nconcept:country:brazil\tconcept:atdate\tconcept:date:n2003\nconcept:highway:the_new\tconcept:locationlocatedwithinlocation\tconcept:attraction:art\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:glendale\nconcept:website:feature\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:bone:entity\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:comedian:day\tconcept:atdate\tconcept:year:n1919\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:uganda\nconcept:fish:salmon\tconcept:fishservedwithfood\tconcept:grain:management\nconcept:book:change\tconcept:atdate\tconcept:date:n2004\nconcept:city:service\tconcept:atdate\tconcept:date:n1972\nconcept:sportsteamposition:application\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:vegetable:potatoes\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:herbs\nconcept:insect:caterpillars\tconcept:invertebratefeedonfood\tconcept:food:foliage\nconcept:company:intel\tconcept:hasofficeincity\tconcept:city:berkeley\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:full\nconcept:sportsequipment:supporter\tconcept:mutualproxyfor\tconcept:person:mugabe\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:reptile:snakes\nconcept:transportation:citizens\tconcept:mutualproxyfor\tconcept:book:new\nconcept:politicaloffice:office\tconcept:atdate\tconcept:date:n1962\nconcept:weapon:weeks\tconcept:atlocation\tconcept:airport:gold\nconcept:food:calcium\tconcept:fooddecreasestheriskofdisease\tconcept:disease:heart_disease\nconcept:mountain:columbia\tconcept:atlocation\tconcept:stateorprovince:new_york\nconcept:city:uk\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:governmentorganization:house\tconcept:proxyfor\tconcept:coach:new\nconcept:book:america\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:tradeunion:congress\tconcept:atdate\tconcept:date:n1942\nconcept:arthropod:snails\tconcept:invertebratefeedonfood\tconcept:agriculturalproduct:plants\nconcept:food:squash\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:governmentorganization:hhs\tconcept:organizationacronymhasname\tconcept:governmentorganization:department_of_health_and_human_services\nconcept:mammal:dogs\tconcept:animalistypeofanimal\tconcept:animal:child\nconcept:book:new\tconcept:proxyfor\tconcept:profession:lawyers\nconcept:city:home\tconcept:agentcreated\tconcept:city:click\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:dakota\nconcept:animal:leopards\tconcept:specializationof\tconcept:mammal:animals\nconcept:politician:jobs\tconcept:worksfor\tconcept:city:design\nconcept:sportsteam:ncaa_youth_kids\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:kyle_field\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:washington_wizards\nconcept:stateorprovince:mississippi\tconcept:organizationhiredperson\tconcept:personafrica:andy_kennedy\nconcept:country:united_states\tconcept:organizationacronymhasname\tconcept:governmentorganization:united_states_department\nconcept:food:eggs\tconcept:agriculturalproductcomingfromvertebrate\tconcept:bird:two_hens\nconcept:city:newark\tconcept:atlocation\tconcept:s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ncept:room:space\nconcept:writer:brown\tconcept:personchargedwithcrime\tconcept:crimeorcharge:murder\nconcept:governmentorganization:national_security_council\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1983\nconcept:city:design\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:bird:chickens\tconcept:animalpreyson\tconcept:mammal:pets\nconcept:city:york\tconcept:mutualproxyfor\tconcept:person:ed_koch001\nconcept:nongovorganization:council\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:city:toronto\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:police\tconcept:atdate\tconcept:date:n1999\nconcept:beverage:juice\tconcept:agriculturalproductcontainchemical\tconcept:chemical:substances\nconcept:person:john003\tconcept:personborninlocation\tconcept:airport:jersey\nconcept:city:ottawa\tconcept:proxyfor\tconcept:stateorprovince:ontario\nconcept:animal:turkey\tconcept:animaleatvegetable\tconcept:vegetable:potatoes\nconcept:country:party\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:website:projects\tconcept:atdate\tconcept:date:n2001\nconcept:room:south\tconcept:atlocation\tconcept:continent:africa\nconcept:country:jordan\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:food:peppers\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:artichokes\nconcept:profession:members\tconcept:professionistypeofprofession\tconcept:profession:leaders\nconcept:city:members\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:sportsteam:red_sox\tconcept:teamplaysincity\tconcept:county:los_angeles_county\nconcept:city:edmonds\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:charactertrait:assistance\tconcept:atdate\tconcept:date:n1999\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:person:rodriguez\nconcept:actor:today\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:country:netherlands\tconcept:atdate\tconcept:year:n1998\nconcept:coach:new\tconcept:mutualproxyfor\tconcept:hobby:playground\nconcept:museum:west_palm_beach\tconcept:mutualproxyfor\tconcept:coach:manny_diaz\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:kenya\nconcept:stateorprovince:new_jersey\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:area\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:brazil\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:team\nconcept:company:los_angeles\tconcept:competeswith\tconcept:website:chicago_tribune\nconcept:writer:husband\tconcept:atdate\tconcept:date:n2004\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:fiji\nconcept:reptile:amphibians\tconcept:animalpreyson\tconcept:animal:creatures\nconcept:reptile:crocodiles\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:agriculturalproduct:plants\tconcept:agriculturalproductcamefromcountry\tconcept:country:__america\nconcept:room:hour\tconcept:proxyfor\tconcept:book:new\nconcept:island:proposal\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:british_columbia\nconcept:mammal:dogs\tconcept:animaleatfood\tconcept:condiment:chocolate\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:county:sacramento\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:mammal:pets\tconcept:animalistypeofanimal\tconcept:mammal:primates\nconcept:city:uk\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:website:projects\tconcept:atdate\tconcept:date:n2004\nconcept:physicalaction:assembly\tconcept:atdate\tconcept:date:n1999\nconcept:city:service\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:magazine:atlantic_monthly\tconcept:competeswith\tconcept:newspaper:journal\nconcept:city:vienna\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:book:side\tconcept:atdate\tconcept:year:n1992\nconcept:male:user\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:stateorprovince:pennsylvania\tconcept:proxyfor\tconcept:lake:new\nconcept:stateorprovince:pennsylvania\tconcept:statelocatedincountry\tconcept:country:us\nconcept:agriculturalproduct:season\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:pepper\nconcept:animal:chicken001\tconcept:animaleatvegetable\tconcept:vegetable:potatoes\nconcept:stateorprovince:california\tconcept:statelocatedincountry\tconcept:country:usa\nconcept:city:police\tconcept:atdate\tconcept:date:n1996\nconcept:book:new\tconcept:mutualproxyfor\tconcept:celebrity:staten_island\nconcept:governmentorganization:management\tconcept:atdate\tconcept:dateliteral:n2006\n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  {
    "path": "inductive_lp/data/nell_v3_ind/test.txt",
    "content": "concept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:barbados\nconcept:automobilemaker:a_m\tconcept:organizationterminatedperson\tconcept:person:herb_alpert\nconcept:sportsteam:vermont_catamounts\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:georgia_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur_dioxide\nconcept:sportsteam:ohio_state_university\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:cancers\nconcept:chemical:ammonia\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:sportsteam:fresno_state_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:express\tconcept:agentcompeteswithagent\tconcept:governmentorganization:usps\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:barium\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:republic_of_benin\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:condition\nconcept:arthropod:no_see_ums\tconcept:animalpreyson\tconcept:insect:insects\nconcept:sportsteam:denver_nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:governmentorganization:reference\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:sporting_kansas_city\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_crew\nconcept:sportsteam:benfica\tconcept:teamplaysinleague\tconcept:sportsleague:uefa\nconcept:celebrity:gary_williams\tconcept:agentbelongstoorganization\tconcept:stateorprovince:maryland\nconcept:sportsteam:northwestern_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:corals\nconcept:insect:moth\tconcept:invertebratefeedonfood\tconcept:food:roots\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea_football_club\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:milwaukee_brewers\nconcept:sportsteam:la_salle_explorers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:wisconsin\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:south_dakota\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pittsburgh_panthers\nconcept:chemical:dust\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:mosquito_larvae\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:insect:small_insects\tconcept:animalsuchasinsect\tconcept:insect:ants\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:moth\nconcept:sportsteam:oklahoma_state_university\tconcept:teamplaysincity\tconcept:city:stillwater\nconcept:arthropod:recluse\tconcept:arthropodandotherarthropod\tconcept:arthropod:spiders\nconcept:sportsteam:sacramento_kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:pepsi_center\nconcept:sportsteam:western_carolina_catamounts\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:oregon_ducks\nconcept:city:port_moresby\tconcept:citylocatedingeopoliticallocation\tconcept:country:papua_new_guinea\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen_sulfide\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:invertebrate:hedgehogs\nconcept:mollusk:arthropods\tconcept:animaleatfood\tconcept:food:spore\nconcept:sportsteam:texas_longhorns\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:drug:selenium\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:coach:bill_curry\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:mammal:tigers\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:mealy_bugs\nconcept:company:post\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:sportsteam:pennsylvania_quakers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept: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thropod:roaches\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:crustacean:blue_crabs\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:crabs\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:sportsteam:philadelphia_eagles\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:gnats\nconcept:bird:herons\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:td_garden\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:fuel_combustion\nconcept:mammal:wolves\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:sportsteam:atlanta_thrashers\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:coach:sean_payton\tconcept:coachesteam\tconcept:sportsteam:saints\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:tigers\nconcept:mammal:sheep\tconcept:ismultipleof\tconcept:mammal:oxen\nconcept:sportsteam:hawkeyes\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:zebra\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:waste\nconcept:mammal:feral_cats\tconcept:specializationof\tconcept:mammal:animals\nconcept:mammal:mule_deer\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:person:anderson\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:arthropod:bloodworm\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:bucks\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:insect:scale_insects\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:invertebrate:crustaceans\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:sportsteam:liberty_flames\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_effect\nconcept:insect:widow_spiders\tconcept:agentcompeteswithagent\tconcept:arthropod:spiders\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_utd\nconcept:sportsteam:colts\tconcept:teamalsoknownas\tconcept:sportsteam:baltimore_colts\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen_gas\nconcept:agriculturalproduct:tree\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:rainforest\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:american_airlines_center\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rutgers_scarlet_knights\nconcept:sportsteam:santa_clara_broncos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:penn_state_nittany_lions\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:hillary_rodham_clinton\nconcept:city:winnipeg\tconcept:cityliesonriver\tconcept:river:assiniboine\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:person:ryan_church\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:red_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_crew\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:lactic_acid\nconcept:coach:philip_rivers\tconcept:worksfor\tconcept:sportsteam:tennessee_volunteers\nconcept:sportsteam:seattle_supersonics\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:mammal:predators\tconcept:animalsuchasinvertebrate\tconcept:insect:lacewings\nconcept:mammal:small_pets\tconcept:animalpreyson\tconcept:animal:hamsters\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:mealy_bugs\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:insect:arachnids\nconcept:chemical:chlorine\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sportsteam:indiana_state_sycamores\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:bank:priority_mail\tconcept:competeswith\tconcept:bank:fed_ex\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:fresno_state_bulldogs\tconcept:organizationhiredperson\tconcept:coach:pat_hill\nconcept:sportsteam:southern_illinois\tconcept:teamplaysincity\tconcept:city:carbondale\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona_dragons\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_state\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:felines\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:togo\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:flies\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:paul_rhoads\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:arthropod:lice\tconcept:arthropodandotherarthropod\tconcept:arthropod:external_parasites\nconcept:comedian:image\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:agriculturalproduct:dairy\tconcept:agriculturalproductcomingfromvertebrate\tconcept:vertebrate:herds\nconcept:sportsteam:grambling_tigers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:city:baton_rouge\tconcept:cityliesonriver\tconcept:river:mississippi_river\nconcept:person:taylor\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:sportsteam:new_york_giants\tconcept:synonymfor\tconcept:sportsteam:new_england_patriots\nconcept:ceo:blogs\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:honeybees\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:steelers\nconcept:sportsteam:charlotte_49ers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:sandflies\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:chiggers\nconcept:arachnid:kids\tconcept:animaldevelopdisease\tconcept:disease:add\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea_football_club\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:fruit:rapeseed\nconcept:clothing:fedora\tconcept:synonymfor\tconcept:company:redhat\nconcept:sportsteam:la_clippers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:staples_center\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:animal:head\tconcept:agentcollaborateswithagent\tconcept:writer:jones\nconcept:fish:yellowfin\tconcept:animalpreyson\tconcept:fish:tunas\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:colon_cancer\nconcept:sportsteam:nashville_predators\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:atmospheric_gases\nconcept:sportsteam:boston_terriers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:black_flies\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:mammal:animals\tconcept:animaleatvegetable\tconcept:vegetable:cottonseed\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:acid_rain\nconcept:sportsteam:portland_state_vikings\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:insect:aquatic_insects\nconcept:politician:obama\tconcept:persongraduatedfromuniversity\tconcept:university:harvard\nconcept:insect:flies\tconcept:arthropodandotherarthropod\tconcept:insect:midges\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:joe_biden\nconcept:arthropod:crustaceans\tconcept:arthropodcalledarthropod\tconcept:crustacean:copepods\nconcept:agriculturalproduct:cotton\tconcept:agriculturalproductcamefromcountry\tconcept:country:uzbekistan\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_buffaloes\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:animal:dolphins001\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:mite\nconcept:company:express\tconcept:competeswith\tconcept:bank:ups\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:el_salvador\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:food:pollen\nconcept:politicianus:sens__hillary_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:mammal:elk\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:coach:bill_tierney\tconcept:worksfor\tconcept:city:princeton\nconcept:sportsteam:oakland_athletics\tconcept:organizationacronymhasname\tconcept:sportsteam:o_s\nconcept:coach:john_beilein\tconcept:worksfor\tconcept:company:west_virginia\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:blackflies\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:adhd_\nconcept:chemical:oil\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrocarbons\nconcept:arthropod:clams\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:arachnid:scorpions\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:east_carolina_pirates\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:newspaper:jane\nconcept:person:anderson\tconcept:persongraduatedschool\tconcept:university:college\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:mammal:jaguars\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:sportsteam:greensboro\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:chimps\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_chemicals\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:mealybugs\nconcept:programminglanguage:unix\tconcept:specializationof\tconcept:programminglanguage:system\nconcept:river:mississippi_river\tconcept:riveremptiesintoriver\tconcept:river:missouri_river\nconcept:insect:mealybugs\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:person:mark001\tconcept:persongraduatedfromuniversity\tconcept:university:high_school\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:coach:todd_haley\nconcept:sportsteam:revolution\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_galaxy\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:beneficial_insects\nconcept:athlete:lorenzen_wright\tconcept:personbelongstoorganization\tconcept:sportsteam:reds\nconcept:arachnid:black_widow_spiders\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:mammoths\nconcept:city:charleston\tconcept:proxyfor\tconcept:stateorprovince:south_carolina\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:metabolic_syndrome\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:fish:otters\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:female:hillary\tconcept:politicianholdsoffice\tconcept:politicaloffice:us_president\nconcept:person:kevin\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:chemical:water_vapor\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:mammal:horse\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:nashville_predators\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:dallas_stars\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:minnesota_timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_bucks\nconcept:crustacean:crab\tconcept:arthropodcalledarthropod\tconcept:crustacean:scallops\nconcept:insect:beneficial_insects\tconcept:arthropodandotherarthropod\tconcept:arthropod:mantis\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona_dragons\nconcept:sportsteam:columbus_crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_utd\nconcept:insect:fruit_flies\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:automobilemaker:information\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:sportsteam:bolton_wanderers\tconcept:teamalsoknownas\tconcept:sportsteam:dundee_united\nconcept:stadiumoreventvenue:camp_randall\tconcept:stadiumlocatedincity\tconcept:city:madison\nconcept:agent:linux\tconcept:agentinvolvedwithitem\tconcept:videogamesystem:macintosh\nconcept:sportsteam:baltimore_colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:bolts\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:heart_attack\nconcept:city:livonia\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:invertebrate:larvae\tconcept:animalsuchasinsect\tconcept:insect:aquatic_insects\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:sportsteam:minnesota_state_mavericks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:siena_saints\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:chemical:natural_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrocarbons\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:duke_blue_devils\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:fumes\nconcept:sportsteam:colorado_state_rams\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:person:phil_jackson\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:invertebrate:bees\tconcept:animalsuchasinsect\tconcept:arthropod:pollinators\nconcept:sportsteam:razorbacks\tconcept:organizationhiredperson\tconcept:coach:bobby_petrino\nconcept:sportsteam:kansas_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:iowa_state\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:stateorprovince:wyoming\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:bank:global_priority\tconcept:competeswith\tconcept:company:express\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:chimpanzees\nconcept:chemical:ash\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:mollusk:vermin\tconcept:animalpreyson\tconcept:mammal:rats\nconcept:sportsteam:reds\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:great_american_ball_park\nconcept:chemical:silicon\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:bill_stewart\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:bumblebees\nconcept:chemical:oil\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:bird:emus\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:cicadas\nconcept:stateorprovince:wisconsin\tconcept:mutualproxyfor\tconcept:city:appleton\nconcept:crustacean:crab\tconcept:arthropodcalledarthropod\tconcept:arthropod:clams\nconcept:city:battle_creek\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:michigan\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:catalyst\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:mammal:elephants\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:methane\nconcept:sportsteam:northwestern\tconcept:teamplayssport\tconcept:sport:football\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:toledo_rockets\nconcept:website:the_independent\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:penn_state_nittany_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawkeyes\nconcept:insect:mosquitoes\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:mammal:weasels\tconcept:animalpreyson\tconcept:mammal:chipmunks\nconcept:insect:mealy_bugs\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:crustacean:krill\nconcept:insect:insects\tconcept:animalpreyson\tconcept:insect:larva\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:spider_mites\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:city:somerville\tconcept:subpartof\tconcept:stateorprovince:massachusetts\nconcept:insect:moths\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:mountains\nconcept:sportsteam:miami_hurricanes\tconcept:atlocation\tconcept:county:miami\nconcept:country:costa_rica\tconcept:countrycurrency\tconcept:currency:colones\nconcept:bank:express_mail\tconcept:competeswith\tconcept:company:priority\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:mississippi_state_university\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:arthropod:lice\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:packers\nconcept:country:guyana\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:rangers\tconcept:organizationhiredperson\tconcept:coach:tom_renney\nconcept:sportsteam:phillies\tconcept:teamwontrophy\tconcept:awardtrophytournament:nl_east\nconcept:bank:priority_mail\tconcept:competeswith\tconcept:bank:usps\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationalsoknownas\tconcept:sportsteam:eagles\nconcept:city:orlando\tconcept:proxyfor\tconcept:stadiumoreventvenue:amway_arena\nconcept:mammal:lions\tconcept:mammalsuchasmammal\tconcept:mammal:gazelles\nconcept:crustacean:daphnia\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:insect:brown_recluse\tconcept:arthropodandotherarthropod\tconcept:insect:recluse_spider\nconcept:sportsteam:eagles\tconcept:teamwontrophy\t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    "path": "inductive_lp/data/nell_v3_ind/train.txt",
    "content": "concept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:clover\nconcept:sportsteam:southern_mississippi_golden_eagles\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:river:red_river\tconcept:riveremptiesintoriver\tconcept:river:mississippi_river\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:potus\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_monoxide\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wisconsin_milwaukee_panthers\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_blues\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:mississippi_rebels\nconcept:sportsteam:ucla\tconcept:teamplayssport\tconcept:sport:softball\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:indiana_state_university\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vcu_rams\nconcept:insect:weevils\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:animal:locusts\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:actor:description\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:energy_efficient_water\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:red_wings\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:ambient_air\nconcept:website:the_independent\tconcept:competeswith\tconcept:newspaper:daily\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:city:raleigh\tconcept:proxyfor\tconcept:stateorprovince:northcarolina\nconcept:politicianus:bill_clinton\tconcept:politicianholdsoffice\tconcept:politicaloffice:senator\nconcept:sportsteam:princeton_theological_seminary\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:kudu\tconcept:animalistypeofanimal\tconcept:mammal:antelopes\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:nematodes\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:plateau\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:lady_beetles\nconcept:insect:carpenter_ants\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:oxen\nconcept:country:philippines\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arachnid:recluse_spider\nconcept:country:republic_of_kenya\tconcept:countrycurrency\tconcept:currency:shillings\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_clippers\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:shea_stadium\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_panthers\nconcept:county:detroit\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:carpenter_ants\nconcept:chemical:diesel_fuel\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:cerebral_palsy\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:fresno_state_bulldogs\nconcept:sportsteam:trail_blazers\tconcept:organizationhiredperson\tconcept:coach:nate_mcmillan\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:hogs\nconcept:mammal:weasels\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:lehigh_mountain_hawks\nconcept:person:jackson001\tconcept:personchargedwithcrime\tconcept:crimeorcharge:molestation\nconcept:sportsteam:kansas_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:intellectual_disabilities\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:stadiumoreventvenue:rexall_place\tconcept:stadiumlocatedincity\tconcept:city:edmonton\nconcept:automobilemaker:contact\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_americans\nconcept:mammal:cougars\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:newspaper:london_evening_standard\tconcept:competeswith\tconcept:newspaper:daily\nconcept:invertebrate:bees\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:sonics\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:disabilities_the_opportunity\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:governmentorganization:reference\nconcept:sportsteam:rangers\tconcept:organizationhiredperson\tconcept:coach:renney\nconcept:animal:scavengers\tconcept:animalpreyson\tconcept:animal:hyenas\nconcept:biotechcompany:apple\tconcept:hasofficeincity\tconcept:city:chicago\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:schizophrenia\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:geometricshape:right\nconcept:invertebrate:molluscs\tconcept:specializationof\tconcept:invertebrate:snails\nconcept:sportsteam:columbia_lions\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:stateorprovince:massachusetts\tconcept:mutualproxyfor\tconcept:city:cambridge\nconcept:sportsteam:sixers\tconcept:organizationhiredperson\tconcept:coach:cheeks\nconcept:fruit:vegetables\tconcept:fooddecreasestheriskofdisease\tconcept:disease:colon_cancer\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:liverpool_university\tconcept:teamwontrophy\tconcept:awardtrophytournament:league_title\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:south_sudan\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:niagara_purple_eagles\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:gambia\nconcept:coach:chuck_long\tconcept:worksfor\tconcept:sportsteam:san_diego_padres\nconcept:animal:carnivores\tconcept:animalpreyson\tconcept:mammal:cougars\nconcept:chemical:dust\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:chemical:carbon_monoxide\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:sportsteam:san_jose_sharks\tconcept:teamplaysagainstteam\tconcept:sportsteam:calgary_flames\nconcept:mammal:fox\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:alberta\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compounds\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:cobbers\nconcept:bird:black_widow\tconcept:animalistypeofanimal\tconcept:invertebrate:spider\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:aphids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cal_state_northridge_matadors\nconcept:sportsteam:grambling_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:elephants\tconcept:mammalsuchasmammal\tconcept:mammal:hippos\nconcept:company:priority\tconcept:competeswith\tconcept:bank:express_mail\nconcept:mammal:predators\tconcept:ismultipleof\tconcept:mammal:sheep\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowls\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:osteoporosis\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:animal:ravens\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:fedex_forum\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:fish:tuna\nconcept:athlete:john_lucas\tconcept:athleteplaysinleague\tconcept:sportsleague:nba\nconcept:sportsteam:arizona_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:_skins\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:san_jose_state_spartans\nconcept:country:ivory_coast\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:stateorprovince:montana\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:south_dakota\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personus:candidates_john_mccain\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alabama_a_m_bulldogs\nconcept:insect:mealy_bugs\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:oakland_arena\nconcept:crustacean:frozen_foods\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:bangalore\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:automobilemaker:firefox\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:arizona_wildcats\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:wombats\nconcept:insect:insects\tconcept:animalpreyson\tconcept:insect:white_flies\nconcept:city:kalispell\tconcept:citylocatedinstate\tconcept:stateorprovince:montana\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:oxides\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:midges\nconcept:politician:mark_l__mallory\tconcept:atlocation\tconcept:city:cincinnati\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:bee\nconcept:sportsteam:seahawks\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl_xl\nconcept:country:belarus\tconcept:locationlocatedwithinlocation\tconcept:landscapefeatures:states\nconcept:mammal:hippos\tconcept:specializationof\tconcept:mammal:animals\nconcept:city:bozeman\tconcept:mutualproxyfor\tconcept:radiostation:montana\nconcept:person:belichick\tconcept:personbelongstoorganization\tconcept:governmentorganization:patriot\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:interior_savings_centre\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:georgetown_university\nconcept:politician:dodd\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_international_golden_panthers\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:chemical:emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:waste\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:nevada_wolfpack\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:tennessee_state_tigers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:personmexico:bernard_robinson\nconcept:sportsteam:new_york_giants_in_super_bowl_xlii\tconcept:teamwontrophy\tconcept:awardtrophytournament:nfl_championship_game\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:cavities\nconcept:stateorprovince:mn\tconcept:statehascapital\tconcept:city:st_paul\nconcept:arthropod:lice\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sportsteam:johns_hopkins_blue_jays\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:beneficial_insects\tconcept:animalsuchasinsect\tconcept:insect:wasps\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:person:allen\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:magic\nconcept:sportsteam:kansas_state\tconcept:teamplayssport\tconcept:sport:football\nconcept:fruit:vegetables\tconcept:fooddecreasestheriskofdisease\tconcept:disease:stomach_cancer\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:skyreach_centre\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:green_house_gas\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:tic_disorders\nconcept:sportsteam:steelers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:heinz_field\nconcept:sportsteam:real_madrid\tconcept:teamwontrophy\tconcept:awardtrophytournament:european_cup\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_athletics\nconcept:geopoliticallocation:ecuador\tconcept:countrycurrency\tconcept:currency:dollar\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:sportsteam:memphis_grizzlies\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:fedex_forum\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:crustacean:shrimp\tconcept:animalsuchasfish\tconcept:fish:redfish\nconcept:sportsteam:falcons\tconcept:teamplayssport\tconcept:sport:football\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:bird:herons\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:insect:beneficial_insects\tconcept:invertebratefeedonfood\tconcept:food:pollen\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:bill_snyder_family_stadium\nconcept:insect:mealybugs\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:stateorprovince:iowa_hawkeyes\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:wild_pigs\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_john_moores_university\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:product:mac_mini\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:pressure\nconcept:country:namibia\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:newspaper:jane\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:zambia\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:governmentorganization:payment\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:cockroaches\nconcept:river:bow\tconcept:riveremptiesintoriver\tconcept:river:elbow_river\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamwontrophy\tconcept:awardtrophytournament:european_cup\nconcept:chemical:exhaust_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:mammal:elk\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:university:arkansas_little_rock_trojans\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:university:a_m_\tconcept:subpartoforganization\tconcept:sportsleague:uefa\nconcept:chemical:hexane\tconcept:chemicalistypeofchemical\tconcept:chemical:solvents\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:geopoliticallocation:sterling_heights\nconcept:insect:mosquitoes\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:greenfly\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:cougars\nconcept:city:arkansas\tconcept:cityliesonriver\tconcept:river:buffalo_national\nconcept:sportsteam:chelsea\tconcept:teamalsoknownas\tconcept:sportsteam:liverpool\nconcept:chemical:methane\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:asperger_syndrome\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:skin_cancer\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:oman\nconcept:arachnid:tarantulas\tconcept:arthropodcalledarthropod\tconcept:arthropod:hairy_spiders\nconcept:mammal:elephant\tconcept:mammalsuchasmammal\tconcept:mammal:lion\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:bird:herons\nconcept:country:egypt\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:stadiumoreventvenue:hsbc_arena\tconcept:stadiumlocatedincity\tconcept:city:buffalo\nconcept:weatherphenomenon:tennessee\tconcept:mutualproxyfor\tconcept:musicalbum:chattanooga\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:bulldogs\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:animal:stoats\nconcept:invertebrate:corals\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:sportsteam:st___louis_blues\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:colorado_state\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:arthropod:arthropods\tconcept:arthropodcalledarthropod\tconcept:arthropod:trilobites\nconcept:sportsteam:ohio_state_university\tconcept:organizationhiredperson\tconcept:coach:thad_matta\nconcept:mammal:wombats\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:northern_iowa_panthers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:thrips\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:insect:scale_insects\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:north_carolina_state_university\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:arthropod:clams\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:midges\nconcept:amphibian:forum\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:moth\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:animal:greyhounds\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:green_lacewings\nconcept:fruit:vegetables\tconcept:fooddecreasestheriskofdisease\tconcept:disease:rheumatoid_arthritis\nconcept:chemical:ozone\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:marquette_golden_eagles\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:city:calgary\tconcept:citylocatedinstate\tconcept:stateorprovince:southern_alberta\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:new_mexico_lobos\nconcept:sportsteam:raptors\tconcept:organizationhiredperson\tconcept:coach:jay_triano\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:product:ipod_nano\nconcept:sportsteam:george_washington_colonials\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:arachnid:scorpions\nconcept:visualizablething:water_vapour\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:coach:jeff_fisher\tconcept:coachesteam\tconcept:sportsteam:titans\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:liverpool\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:forums\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:cleveland_indians\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:morehouse_maroon_tigers\nconcept:insect:fungus_gnats\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sportsteam:aggies\tconcept:teamplaysagainstteam\tconcept:sportsteam:fresno_state_bulldogs\nconcept:arthropod:mantis\tconcept:animalthatfeedoninsect\tconcept:insect:aphids\nconcept:invertebrate:bees\tconcept:animalistypeofanimal\tconcept:arthropod:invertebrates\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:personeurope:margaret_atwood\tconcept:agentcreated\tconcept:musicsong:surfacing\nconcept:insect:spider_mites\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:boston_celtics\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:female:hillary\nconcept:county:detroit\tconcept:subpartof\tconcept:geopoliticallocation:wayne\nconcept:athlete:herman_edwards\tconcept:coachesteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compound\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea_football_club\nconcept:arthropod:bloodworm\tconcept:animalsuchasinvertebrate\tconcept:crustacean:shrimp\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:texas_christian_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:byu\nconcept:sportsteam:baylor_bears\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:lake_olmstead_stadium\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:reindeer\nconcept:chemical:smog\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:insect:thrips\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:medication\nconcept:food:oil\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:legume:groundnut\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:musician:jimmy_johnson\nconcept:politicianus:bush\tconcept:politicianholdsoffice\tconcept:politicaloffice:senator\nconcept:coach:bob_hartley\tconcept:coachesteam\tconcept:sportsteam:atlanta_thrashers\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:cameron_aggies\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:smog\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:wild_dogs\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:wastes\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:obesity\nconcept:sportsteam:gonzaga_bulldogs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:rwanda\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:charlotte_bobcats\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:mosquitoes\nconcept:coach:glen_murray\tconcept:personleadsgeopoliticalorganization\tconcept:city:winnipeg\nconcept:country:republic_of_angola\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:flouride\nconcept:website:inktomi\tconcept:subpartoforganization\tconcept:website:yahoo_mail\nconcept:insect:house_flies\tconcept:animalistypeofanimal\tconcept:insect:pests\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:armenia\nconcept:mammal:chimps\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:politicianus:joe_biden\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:bolton_wanderers\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_utd\nconcept:insect:moths\tconcept:animalsuchasinsect\tconcept:arthropod:pollinators\nconcept:arachnid:kids\tconcept:animaldevelopdisease\tconcept:disease:adhd_\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsteam:sonics\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:health_needs\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:boars\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:county:towson\tconcept:atlocation\tconcept:city:baltimore\nconcept:animal:carnivores\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:newspaper:the_wall_street\tconcept:headquarteredin\tconcept:city:new_york\nconcept:person:ronaldo\tconcept:worksfor\tconcept:politicsblog:star\nconcept:mammal:fox\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:person:greg001\tconcept:persondiedatage\t3\nconcept:product:spider\tconcept:synonymfor\tconcept:movie:recluse\nconcept:sportsteam:huskers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffs\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:radiostation:cleveland\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:arachnid:widow_spider\tconcept:agentcompeteswithagent\tconcept:invertebrate:spider\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:chemicals_present\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:suns\nconcept:magazine:content\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:diesel\tconcept:chemicalistypeofchemical\tconcept:chemical:products\nconcept:sportsteam:georgia_state\tconcept:organizationhiredperson\tconcept:personeurope:curry\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sbc_center\nconcept:sportsteam:new_york_giants\tconcept:teamwontrophy\tconcept:awardtrophytournament:pennant\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:sportsteam:northern_arizona_lumberjacks\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:vince_lombardi\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:down_syndrome\nconcept:sportsteam:cincinnati_bearcats\tconcept:organizationhiredperson\tconcept:politician:mark_l__mallory\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:crustaceans\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:zambia\nconcept:sportsteam:charlotte_bobcats\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:mammal:squirrels\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:heart_attacks\nconcept:sportsteam:idaho_state_bengals\tconcept:teamplaysincity\tconcept:city:pocatello\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:reus\nconcept:insect:fungus_gnats\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:alumni_stadium\nconcept:sportsteam:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsteam:duke_blue_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:oxide_emissions\nconcept:insect:beneficial_insects\tconcept:animalsuchasinsect\tconcept:insect:ladybugs\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:bank:ups\tconcept:competeswith\tconcept:bank:usps_global_priority\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:fox\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:montana_grizzlies\nconcept:insect:small_rodents\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:legume:vines\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:crustacean:fresh_fish\nconcept:animal:voles001\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:sportsteam:canucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:legume:groundnut\nconcept:chemical:tritium\tconcept:chemicalistypeofchemical\tconcept:chemical:water\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:dysfunction\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:missouri_state_bears\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:life_limiting_illnesses\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:sportsteam:bowling_green_falcons\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:usc\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:sonny_lubick\tconcept:worksfor\tconcept:sportsteam:colorado_state\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:ethanol\nconcept:sportsteam:ole_miss\tconcept:teamplaysagainstteam\tconcept:sportsteam:mississippi_state_university\nconcept:coach:nick_saban\tconcept:personbelongstoorganization\tconcept:stateorprovince:ua\nconcept:vertebrate:flocks\tconcept:ismultipleof\tconcept:mammal:sheep_\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:mercury\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:ponies\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:malformation\nconcept:sportsteam:rutgers\tconcept:organizationhiredperson\tconcept:coach:greg_schiano\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:mealy_bugs\nconcept:sportsteam:bills\tconcept:organizationhiredperson\tconcept:athlete:williams\nconcept:chemical:molecules\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:person:michael002\tconcept:persongraduatedschool\tconcept:university:harvard_university\nconcept:coach:bobby_petrino\tconcept:personbelongstoorganization\tconcept:city:louisville\nconcept:insect:fly\tconcept:animalthatfeedoninsect\tconcept:insect:mosquito\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:u_s__president\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:anaheim_ducks\nconcept:mammal:animals\tconcept:animaleatfood\tconcept:food:food_items\nconcept:invertebrate:larvae\tconcept:invertebratefeedonfood\tconcept:plant:stems\nconcept:female:hillary\tconcept:politicianholdsoffice\tconcept:jobposition:member\nconcept:coach:philadelphia_eagles\tconcept:synonymfor\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:soft_scales\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:oil\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:jim_harbaugh\nconcept:company:redhat\tconcept:synonymfor\tconcept:videogamesystem:rhel\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsteam:seminoles\tconcept:organizationhiredperson\tconcept:male:bobby_bowden\nconcept:sportsteam:stanford\tconcept:teamplaysincity\tconcept:city:new_york\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:broncs\nconcept:insect:borers\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:coach:denis_savard\tconcept:coachesteam\tconcept:sportsteam:blackhawks\nconcept:agriculturalproduct:varieties\tconcept:beveragemadefrombeverage\tconcept:wine:syrah\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:utes\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:raptors\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:person:query\nconcept:sportsteam:texas_christian\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:chemical_compounds\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:animal:wildebeests\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:sloths\nconcept:animal:social_insects\tconcept:animalistypeofanimal\tconcept:insect:ants\nconcept:person:bill\tconcept:personleadsorganization\tconcept:sportsteam:harvard_divinity_school\nconcept:mammal:wild_animals\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:trail_blazers\tconcept:agentactsinlocation\tconcept:city:rose_garden\nconcept:sportsteam:middle_tennessee_state_blue_raiders\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:newspaper:boston_globe\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:fluorine\nconcept:mammal:tigers\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:longwood_lancers\nconcept:animal:social_insects\tconcept:animalistypeofanimal\tconcept:invertebrate:bees\nconcept:weatherphenomenon:tennessee\tconcept:mutualproxyfor\tconcept:book:nashville\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:louisiana_tech_bulldogs\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:tulane_green_wave\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_molecules\nconcept:company:post\tconcept:agentactsinlocation\tconcept:beach:hague\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:fields\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:animals\nconcept:stateorprovince:maryland\tconcept:mutualproxyfor\tconcept:county:towson\nconcept:sportsteam:alabama_state_hornets\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:scale\nconcept:country:namibia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:company:priority\tconcept:competeswith\tconcept:bank:priority_mail\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:vertebrate:ruminants\nconcept:coach:cal_ripken\tconcept:athleteplaysforteam\tconcept:sportsteam:orioles\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_emissions\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:john001\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:hiv\nconcept:chemical:methane\tconcept:chemicalistypeofchemical\tconcept:chemical:trace_gases\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:puppies\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:parasitic_wasps\nconcept:arthropod:rotifers\tconcept:agentcompeteswithagent\tconcept:crustacean:shrimp\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:asthma\nconcept:sportsteam:akron_pros\tconcept:organizationhiredperson\tconcept:coach:j_d__brookhart\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysincity\tconcept:city:lansing\nconcept:politicianus:hillary_rodham_clinton\tconcept:politicianholdsoffice\tconcept:politicaloffice:senate\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:atmospheric_gases\nconcept:sportsteam:morehead_state_eagles\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:chemical_compounds\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:governmentorganization:template\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:san_diego_padres\tconcept:organizationhiredperson\tconcept:coach:chuck_long\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:sugars\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:wisconsin\nconcept:coach:john_gruden\tconcept:coachesteam\tconcept:sportsteam:buccaneers\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:rainwater\nconcept:mammal:zebra\tconcept:mammalsuchasmammal\tconcept:mammal:lions\nconcept:arachnid:tarantulas\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:newspaper:daily\tconcept:competeswith\tconcept:blog:standard\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:diabetes\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:insect:beneficial_insects\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:bees\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:maine\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:steam\nconcept:stateorprovince:wisconsin\tconcept:organizationhiredperson\tconcept:coach:brett_lee\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:recluse_spiders\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:byproducts\nconcept:drug:selenium\tconcept:chemicalistypeofchemical\tconcept:chemical:metals\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:solvents\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:new_york_mets\nconcept:ceo:online_application_form\tconcept:agentcreated\tconcept:book:contact\nconcept:sportsteam:rangers\tconcept:teamwontrophy\tconcept:awardtrophytournament:nfl_championship_game\nconcept:stadiumoreventvenue:mcmenamins_crystal_ballroom\tconcept:locationlocatedwithinlocation\tconcept:city:portland\nconcept:coach:brett_carroll\tconcept:personbelongstoorganization\tconcept:sportsteam:princeton_theological_seminary\nconcept:person:wilson\tconcept:personborninlocation\tconcept:county:york_city\nconcept:politicianus:president_bush\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:mantis\nconcept:vertebrate:news\tconcept:agentcompeteswithagent\tconcept:magazine:u_s__news___world_report\nconcept:sportsteam:marshall_thundering_herd\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:physicsterm:gravity\nconcept:chemical:acetate\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:crustacean:lobster\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:coach:bobby_dodd\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:governmentorganization:hotbot\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:gordon_field_house\nconcept:chemical:lactic_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:waste_products\nconcept:mammal:dog\tconcept:animalpreyson\tconcept:mammal:puppies\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:company:express\tconcept:competeswith\tconcept:magazine:fedex\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:hypertension\nconcept:personus:candidates_john_mccain\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:western_kentucky\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:crustacean:prawns\nconcept:mammal:tigers\tconcept:animalistypeofanimal\tconcept:mammal:felines\nconcept:sportsteam:toronto_blue_jays\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rogers_centre\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:cutworms\nconcept:invertebrate:corals\tconcept:animalsuchasinvertebrate\tconcept:arthropod:invertebrates\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:stateorprovince:topics\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:forbes_field\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:visualizableobject:tv\nconcept:personmexico:ncaa\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ohio_state_buckeyes\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:physicalaction:membrane\nconcept:insect:bed_bugs\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:plant:plants\tconcept:plantrepresentemotion\tconcept:emotion:beauty\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:cote_dvoire\nconcept:male:bobby_bowden\tconcept:coachesteam\tconcept:sportsteam:seminoles\nconcept:city:port_moresby\tconcept:citylocatedincountry\tconcept:country:papua_new_guinea\nconcept:politician:obama\tconcept:persongraduatedfromuniversity\tconcept:university:law_school\nconcept:agriculturalproduct:cereals\tconcept:agric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ventvenue:heinz_field\nconcept:animal:woodchucks\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:coach:brett_carroll\tconcept:athleteledsportsteam\tconcept:sportsteam:bobcats\nconcept:company:yahoo001\tconcept:competeswith\tconcept:automobilemaker:video\nconcept:country:syria\tconcept:countrycurrency\tconcept:currency:pound\nconcept:sportsteam:buckeyes\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamwontrophy\tconcept:awardtrophytournament:division\nconcept:mammal:gorillas\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:amphibian:references\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:sportsteam:maine_black_bears\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:wild_boars\nconcept:newspaper:daily\tconcept:competeswith\tconcept:company:express\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:product:apple_iphone\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:malta\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:hornets\nconcept:chemical:platinum\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:automobilemaker:tips\nconcept:stateorprovince:ole_miss\tconcept:organizationhiredperson\tconcept:coach:orgeron\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:chemical_compound\nconcept:arthropod:recluse\tconcept:arthropodcalledarthropod\tconcept:arthropod:spider_bite\nconcept:company:post\tconcept:competeswith\tconcept:newspaper:daily\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politicianus:rudy_guiliani\nconcept:sportsteam:packers\tconcept:teamalsoknownas\tconcept:sportsteam:seahawks\nconcept:reptile:chameleons\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:predators\nconcept:sportsteam:dayton_flyers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arthropod:small_arthropods\nconcept:politicianus:president_bush\tconcept:politicianholdsoffice\tconcept:jobposition:president_elect\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:animal:cheetahs\nconcept:insect:pests\tconcept:animalpreyson\tconcept:animal:mice001\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:coach:petrino\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:anemia\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:tenerife\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:combustion_byproducts\nconcept:agriculturalproduct:crops\tconcept:agriculturalproducttoattractinsect\tconcept:insect:insects\nconcept:sportsteam:northwestern_university\tconcept:teamplaysincity\tconcept:city:chicago\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:west_virginia_mountaineers\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:california_golden_bears\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:cystic_fibrosis\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:bromine\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:peru\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:new_mexico_lobos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:country:bosnia_herzegovina\tconcept:countryalsoknownas\tconcept:country:bulgaria\nconcept:city:jackson\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:tennessee\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:arthropod:yellow_jackets\nconcept:sportsteam:troy_university_trojans\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:vapors\nconcept:sportsteam:utep_miners\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:mosquito\tconcept:arthropodcalledarthropod\tconcept:insect:fly\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:creditunion:michigan\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:gorillas\nconcept:mammal:kittens\tconcept:animalistypeofanimal\tconcept:mammal:cat\nconcept:fruit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nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:insect:brown_recluse\nconcept:sportsteam:anaheim_ducks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:honda_center\nconcept:person:bill\tconcept:persongraduatedfromuniversity\tconcept:university:harvard\nconcept:insect:honeybees\tconcept:invertebratefeedonfood\tconcept:beverage:nectar\nconcept:sportsteam:albany_great_danes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:puppies\tconcept:animalistypeofanimal\tconcept:animal:puppy\nconcept:sportsteam:indiana_hoosiers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:deer001\tconcept:animaleatfood\tconcept:plant:plants\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:mountaineer_field\nconcept:coach:steve_spagnuolo\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:llamas\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:quinoa\nconcept:sportsteam:nevada_wolfpack\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:coach:new_jersey_nets\tconcept:subpartof\tconcept:sportsleague:nba\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:arachnid:widow_spider\tconcept:animalistypeofanimal\tconcept:invertebrate:spider\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfuric_acid\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:bank_atlantic_center\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:disability\nconcept:sportsteam:chicago_bulls\tconcept:organizationhiredperson\tconcept:person:phil_jackson\nconcept:arthropod:invertebrates\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:company:express\tconcept:competeswith\tconcept:televisionstation:daily_mail\nconcept:animal:head\tconcept:agentcollaborateswithagent\tconcept:coach:hayes\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:old_dominion_monarchs\nconcept:country:cote_dvoire\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:city:buckeye\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:sportsteam:texas_a_m\tconcept:organizationhiredperson\tconcept:coach:mike_sherman\nconcept:sportsteam:packers\tconcept:teamalsoknownas\tconcept:sportsteam:new_york_giants\nconcept:company:post\tconcept:agentactsinlocation\tconcept:river:paraguay\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:moth\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:personmexico:steve_nash\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:fruit:grapes\nconcept:coach:barry_melrose\tconcept:subpartof\tconcept:perceptionevent:lightning\nconcept:sportsteam:titans\tconcept:organizationhiredperson\tconcept:coach:jeff_fisher\nconcept:sportsteam:dundee_united\tconcept:teamplaysinleague\tconcept:sportsleague:league\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:kent_state_university\nconcept:agriculturalproduct:crops\tconcept:agriculturalproducttoattractinsect\tconcept:insect:honeybees\nconcept:newspaper:msn_com\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:insect:subject\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:austin_peay_governors\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arthropod:arthropods\nconcept:chemical:volatile_organic_compounds\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_brewers\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:sportsteam:byu\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:organization:sort\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:sens__john_mccain\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:terminal_illnesses\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:bahrain\nconcept:insect:beneficial_insects\tconcept:arthropodcalledarthropod\tconcept:insect:hoverflies\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:green_hills\nconcept:sportsteam:virginia_tech\tconcept:teamplaysagainstteam\tconcept:sportsteam:east_carolina\nconcept:insect:small_rodents\tconcept:animalpreyson\tconcept:mammal:rats\nconcept:country:qatar\tconcept:countrycurrency\tconcept:currency:rials\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:darrin_horn\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_state\nconcept:sportsteam:miami_dolphins\tconcept:teamplayssport\tconcept:sport:football\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:united_arab_emirates\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:harmful_pollutants\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:biden\nconcept:chemical:vapors\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:male:notre_dame\tconcept:agentcollaborateswithagent\tconcept:coach:charlie_weis\nconcept:sportsteam:ball_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:radiostation:bowling_green\tconcept:organizationhiredperson\tconcept:coach:gregg_brandon\nconcept:person:lane_kiffin\tconcept:personbelongstoorganization\tconcept:sportsleague:new\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:disinfectants\nconcept:animal:dolphins001\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:coach:bronco_mendenhall\tconcept:worksfor\tconcept:sportsteam:byu\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:bahrain\nconcept:sportsteam:crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_bulls\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:amazing_water\nconcept:mammal:horse\tconcept:animaldevelopdisease\tconcept:disease:problems\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:automobilemaker:information\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:new_yankee_stadium\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur_compounds\nconcept:sportsteam:a_c__milan\tconcept:teamalsoknownas\tconcept:sportsteam:benfica\nconcept:insect:beetle_larvae\tconcept:animalpreyson\tconcept:insect:insects\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:redskins\tconcept:teamplayssport\tconcept:sport:football\nconcept:sportsteam:alabama_crimson_tide\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:coach:tom_o_brien\tconcept:coachesteam\tconcept:sportsteam:boston_college\nconcept:automobilemaker:shopping_cart\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:stateorprovince:maryland\tconcept:mutualproxyfor\tconcept:city:bethesda\nconcept:sportsteam:wright_state_raiders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:hydrogen_sulfide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:coach:michael_curry\tconcept:coachesinleague\tconcept:sportsleague:nba\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:ocd\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:sun_devils\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:mammal:puppies\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kansas_state\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:visualizablething:water_vapour\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:chemical:pesticides\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:los_angeles_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:insect:fly\tconcept:animalsuchasinsect\tconcept:insect:mosquito\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:aerosols\nconcept:sportsteam:sacramento_kings\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:oakland_athletics\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_raiders\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:weevils\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:company:post\tconcept:competeswith\tconcept:newspaper:dallas_morning\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamwontrophy\tconcept:awardtrophytournament:stanley_cup\nconcept:chemical:particulates\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arkansas_state_red_wolves\nconcept:chemical:harmful_substances\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:charlotte_bobcats\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:time_warner_cable_arena\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:hiv_aids_pandemic\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:drc\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:huskers\nconcept:athlete:bernd_schuster\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:santiago_bernab\nconcept:animal:animals001\tconcept:agentcompeteswithagent\tconcept:animal:birds003\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_united\nconcept:arthropod:recluse\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:cutworms\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:chicago_bulls\nconcept:athlete:matt_ryan\tconcept:athleteplayssport\tconcept:sport:hockey\nconcept:insect:houseflies\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:agriculturalproduct:crabs\tconcept:arthropodcalledarthropod\tconcept:crustacean:blue_crabs\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:aphids\nconcept:radiostation:ball_state_university\tconcept:organizationhiredperson\tconcept:coach:stan_parrish\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:central_michigan_university\nconcept:mammal:rats\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:cardiovascular_diseases\nconcept:biotechcompany:apple\tconcept:organizationterminatedperson\tconcept:person:steven\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:aquatic_insects\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:vertebrate:news\tconcept:agentcompeteswithagent\tconcept:vertebrate:search\nconcept:invertebrate:bees\tconcept:animaleatfood\tconcept:food:valuable_food\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:grenoble\nconcept:insect:ants\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:larvae\nconcept:company:post\tconcept:agentactsinlocation\tconcept:beach:nova_scotia\nconcept:insect:bug\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:equines\nconcept:country:togo\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:zaire\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:lake:northern_pacific\nconcept:sportsteam:western_illinois\tconcept:teamplaysincity\tconcept:city:macomb\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:coach:herm_edwards\tconcept:worksfor\tconcept:sportsteam:kansas_city_chiefs\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:meat:salmon\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:important_greenhouse_gases\nconcept:politician:dave_bing\tconcept:personleadsgeopoliticalorganization\tconcept:county:detroit\nconcept:country:south_sudan\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:romania\nconcept:athlete:lorenzen_wright\tconcept:athleteplayssport\tconcept:sport:baseball\nconcept:chemical:sulfur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:country:ukraine\tconcept:countryalsoknownas\tconcept:country:scandinavian_countries\nconcept:city:methuen\tconcept:proxyfor\tconcept:stateorprovince:massachusetts\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:arthropod:spiders\nconcept:personaustralia:smith\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:politician:stephen_mandel\tconcept:worksfor\tconcept:city:edmonton\nconcept:mammal:elephants\tconcept:specializationof\tconcept:mammal:wild_animals\nconcept:sportsteam:mississippi_state_university\tconcept:teamplaysincity\tconcept:city:starkville\nconcept:coach:san_antonio_spurs\tconcept:subpartof\tconcept:sportsleague:nba\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:hypoglycemia\nconcept:coach:mike_sherman\tconcept:worksfor\tconcept:city:green_bay\nconcept:sportsteam:new_york_giants\tconcept:teamwontrophy\tconcept:awardtrophytournament:nfl_championship_game\nconcept:mammal:camels\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:bolts\nconcept:mammal:felines\tconcept:animalpreyson\tconcept:mammal:cat\nconcept:stateorprovince:alberta\tconcept:statehascapital\tconcept:city:edmonton\nconcept:chemical:metals\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:whitefly\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:nashville_predators\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:hallwayitem:loop\nconcept:insect:carpenter_ants\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:harvard_divinity_school\tconcept:organizationhiredperson\tconcept:coach:tim_murphy\nconcept:insect:scale\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:metals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:long_island_blackbirds\nconcept:animal:greyhounds\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:newspaper:financial_times\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:alliance_bank_stadium\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:beverage:grenache\nconcept:mammal:mountain_lions\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:university:alabama\tconcept:mutualproxyfor\tconcept:beverage:mobile\nconcept:crustacean:bivalves\tconcept:animalsuchasinvertebrate\tconcept:mollusk:clams\nconcept:sportsteam:new_york_giants_in_super_bowl_xlii\tconcept:teamplaysagainstteam\tconcept:sportsteam:undefeated_new_england_patriots\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:mountain_lions\nconcept:sport:hockey\tconcept:sportfansincountry\tconcept:country:pakistan\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:schizophrenia\nconcept:athlete:carlos_beltran\tconcept:athleteledsportsteam\tconcept:sportsteam:new_york_mets\nconcept:stadiumoreventvenue:target_center\tconcept:stadiumlocatedincity\tconcept:city:minneapolis\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:sportsteam:eagles\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:alpacas\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_jose_sharks\nconcept:insect:beetle\tconcept:invertebratefeedonfood\tconcept:legume:bark\nconcept:coach:tony_dungy\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:beneficial_insects\nconcept:insect:aphids\tconcept:animalthatfeedoninsect\tconcept:insect:insect_pests\nconcept:company:post\tconcept:agentactsinlocation\tconcept:city:richmond_hill\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cal_state_fullerton_titans\nconcept:sportsteam:phillies\tconcept:teamalsoknownas\tconcept:sportsteam:chowan_braves\nconcept:city:appleton\tconcept:citylocatedinstate\tconcept:stateorprovince:wisconsin\nconcept:visualizablething:urine\tconcept:thinghascolor\tconcept:color:orange\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:person:riley001\tconcept:worksfor\tconcept:sportsteam:oregon_state_beavers\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:cisco_field\nconcept:sportsteam:trail_blazers\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:stateorprovince:montana\tconcept:mutualproxyfor\tconcept:city:missoula\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:whole_house_water\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:emotional_disorders\nconcept:bank:express_mail\tconcept:competeswith\tconcept:bank:global_priority\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:diesel\nconcept:insect:small_insects\tconcept:arthropodandotherarthropod\tconcept:insect:ants\nconcept:sportsteam:sporting_kansas_city\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_fire\nconcept:coach:paul_maurice\tconcept:worksfor\tconcept:sportsteam:leafs\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:fruit:vegetables\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wichita_state_shockers\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:industries\nconcept:sportsteam:blue_jackets\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:insect:leafhoppers\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:stadiumoreventvenue:ralph_wilson_stadium\tconcept:stadiumlocatedincity\tconcept:city:buffalo\nconcept:mammal:wolves\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:gonzaga_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:recluse_spider\nconcept:mammal:squirrels\tconcept:animalistypeofanimal\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pt:sport:football\tconcept:sportschoolincountry\tconcept:country:greece\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:coach:bob_huggins\nconcept:chemical:emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:male:world\tconcept:agentcontrols\tconcept:candy:john\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:vertebrate:black_bears\tconcept:animaleatfood\tconcept:meat:salmon\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_devils\nconcept:sportsteam:crew\tconcept:organizationhiredperson\tconcept:personmexico:sigi_schmid\nconcept:sportsteam:chelsea_football_club\tconcept:teamalsoknownas\tconcept:sportsteam:liverpool_john_moores_university\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:visualizablething:malt\nconcept:person:steven\tconcept:topmemberoforganization\tconcept:biotechcompany:apple\nconcept:bodypart:oxygen_rich_blood\tconcept:subpartof\tconcept:food:heart\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:waste_products\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:sle\nconcept:agriculturalproduct:oysters\tconcept:arthropodcalledarthropod\tconcept:arthropod:seafood\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:gene_chizik\nconcept:chemical:carbonic_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:louisiana_lafayette_ragin_cajuns\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:idaho_state_bengals\nconcept:river:columbia_river\tconcept:riveremptiesintoriver\tconcept:river:willamette_river\nconcept:male:bobby_bowden\tconcept:worksfor\tconcept:sportsteam:florida_state\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:quebec\nconcept:insect:recluse_spider\tconcept:arthropodandotherarthropod\tconcept:insect:brown_recluse\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:bobcats\nconcept:chemical:volatile_organic_compounds\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:youngstown_state_university\nconcept:insect:mosquitoes\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:new_england_patriots\tconcept:organizationalsoknownas\tconcept:sportsteam:eagles\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:chemical:flouride\tconcept:chemicalistypeofchemical\tconcept:chemical:water\nconcept:animal:condors\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:pervasive_developmental_disorder\nconcept:person:stephen\tconcept:personleadsorganization\tconcept:biotechcompany:apple\nconcept:insect:flies\tconcept:animalsuchasinvertebrate\tconcept:insect:insects\nconcept:country:el_salvador\tconcept:countrycurrency\tconcept:currency:colones\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:honey_bees\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:person:al_skinner\nconcept:sportsteam:phillies\tconcept:teamwontrophy\tconcept:awardtrophytournament:pennant\nconcept:chemical:silicon\tconcept:chemicalistypeofchemical\tconcept:chemical:silicates\nconcept:sportsteam:crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:revolution\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:animals\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:bodies\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:river:sediment\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:crustacean:e_g\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:utep_miners\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:ants\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:meadows\nconcept:chemical:oxygen\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:bird:domestic_birds\nconcept:country:western_africa\tconcept:countrycurrency\tconcept:currency:cfa_franc\nconcept:mammal:wild_dogs\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:country:greece\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:mediteranian\nconcept:sportsteam:columbus_crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_england_revolution\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:gabon\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:dutchess_stadium\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:arachnid:kids\nconcept:mammal:rhinos\tconcept:specializationof\tconcept:mammal:animals\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:eastern_kentucky_university\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:akron_pros\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:malformations\nconcept:invertebrate:nymphs\tconcept:animalpreyson\tconcept:insect:insects\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:animal:birds003\tconcept:animalpreyson\tconcept:invertebrate:gulls\nconcept:person:greg001\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:capitals\tconcept:organizationhiredperson\tconcept:coach:glen_hanlon\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:stonefly\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:rheumatic_diseases\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:alaska\nconcept:arthropod:pollinators\tconcept:animalpreyson\tconcept:insect:moths\nconcept:fish:redfish\tconcept:agentcompeteswithagent\tconcept:crustacean:shrimp\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:geopoliticallocation:ecuador\nconcept:coach:bobby_petrino\tconcept:personbelongstoorganization\tconcept:city:arkansas\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:western_illinois\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:belgium\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:larger_water\nconcept:chemical:sugars\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:duquesne_university\nconcept:mammal:bobcats\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:target_field\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southern_mississippi_golden_eagles\nconcept:fruit:vegetables\tconcept:fooddecreasestheriskofdisease\tconcept:disease:heart_attack\nconcept:sportsteam:san_antonio\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:mammal:wolves\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:wild_horses\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:chemical:oxide_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:mammal:baboons\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:mammal:wild_animals\tconcept:animalpreyson\tconcept:mammal:tigers\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:vertebrate:news\tconcept:agentcompeteswithagent\tconcept:company:morning_america\nconcept:sportsteam:florida_gulf_coast_eagles\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:mosquitoes\tconcept:animaleatfood\tconcept:food:sugars\nconcept:sportsteam:red_wings\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:chemical:nitric_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sportsteam:milwaukee_bucks\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:milwaukee_bucks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:bradley_center\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:visualizablething:alcohols\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:alabama_birmingham_blazers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:personaustralia:smith\tconcept:persongraduatedfromuniversity\tconcept:university:harvard_college\nconcept:crustacean:mysis_shrimp\tconcept:animalpreyson\tconcept:crustacean:shrimp\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:honeybees\nconcept:coach:doc_rivers\tconcept:coachesinleague\tconcept:sportsleague:nba\nconcept:insect:mealy_bugs\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:baltimore_colts\nconcept:personus:jobs\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:kudu\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_arizona_lumberjacks\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:wolves\nconcept:reptile:stock\tconcept:animalpreyson\tconcept:agriculturalproduct:goats\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:power_plants\nconcept:sportsteam:mavericks\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:congenital_heart_disease\nconcept:chemical:potassium\tconcept:chemicalistypeofchemical\tconcept:chemical:solutions\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:canola_oil\nconcept:mammal:lion\tconcept:mammalsuchasmammal\tconcept:mammal:buffalo\nconcept:sportsteam:nevada_wolfpack\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:wine:zinfandel\tconcept:beveragemadefrombeverage\tconcept:wine:pinot\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:infections\nconcept:insect:borers\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:arachnid:tarantulas\tconcept:arthropodandotherarthropod\tconcept:arthropod:spiders\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:fasd\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:visual_impairment\nconcept:mammal:lions\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:city:download\tconcept:agentcreated\tconcept:book:print\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:depression\nconcept:sportsteam:old_dominion_monarchs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:gasoline\tconcept:chemicalistypeofchemical\tconcept:chemical:liquids\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:chemical:carbon_monoxide\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:inks\nconcept:amphibian:references\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:company:express\tconcept:competeswith\tconcept:company:sun\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:buildingmaterial:discharge\nconcept:stateorprovince:wyoming\tconcept:statehascapital\tconcept:city:cheyenne\nconcept:arthropod:recluse\tconcept:arthropodandotherarthropod\tconcept:arachnid:brown_recluse_spider\nconcept:sportsteam:carolina_hurricanes\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:bank_atlantic_center\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen_chloride\nconcept:invertebrate:cattle\tconcept:specializationof\tconcept:animal:animals001\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:bucks\nconcept:country:qatar\tconcept:countrylocatedingeopoliticallocation\tconcept:country:middle\nconcept:sportsteam:richmond_spiders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:florida_state\tconcept:teamplaysinleague\tconcept:sportsleague:acc\nconcept:sportsteam:utah_jazz\tconcept:teamplaysincity\tconcept:county:salt_lake\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:new_york_giants\nconcept:chemical:hydrocarbons\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compounds\nconcept:person:partner\tconcept:agentcreated\tconcept:book:contact\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_pilgrims\nconcept:politicianus:martin_luther_king\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:bananas\nconcept:river:hudson\tconcept:riveremptiesintoriver\tconcept:skiarea:erie_canal\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_bruins\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:nittany_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:sportsteam:northwestern_state_demons\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:texans\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:ozone\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:arthropod:crustaceans\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:colombia\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:rats\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:wells_fargo_center_for_the_arts\nconcept:bank:dhl\tconcept:competeswith\tconcept:bank:ups\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:hiv___aids\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:mosquito\nconcept:sportsteam:san_antonio\tconcept:teamplaysincity\tconcept:city:houston\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kibbie_dome\nconcept:coach:bill_fennelly\tconcept:worksfor\tconcept:bank:iowa_state\nconcept:sportsteam:new_york_red_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:fruit:vegetables\tconcept:fooddecreasestheriskofdisease\tconcept:disease:hypertension\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:boston_bruins\nconcept:sportsteam:arizona_state_university\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:personus:john_fleming\tconcept:worksfor\tconcept:continent:europe\nconcept:mammal:farm_animals\tconcept:animalistypeofanimal\tconcept:mammal:sheep_\nconcept:person:michael002\tconcept:persongraduatedschool\tconcept:university:college\nconcept:person:montgomery\tconcept:personhasjobposition\tconcept:jobposition:director_of_advance\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:hemp\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:safeco_field\nconcept:chemical:chlorine\tconcept:chemicalistypeofchemical\tconcept:chemical:atoms\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:stateorprovince:montana\tconcept:statehascapital\tconcept:city:helena\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:cockroaches\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:chemical_perchlorate\nconcept:country:comoros\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:insect_larvae\tconcept:arthropodcalledarthropod\tconcept:arthropod:invertebrates\nconcept:personeurope:margaret_atwood\tconcept:agentcreated\tconcept:book:the_blind_assassin\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:kidney_problems\nconcept:musician:jimmy_johnson\tconcept:worksfor\tconcept:county:miami\nconcept:city:hendersonville\tconcept:atlocation\tconcept:stateorprovince:tennessee\nconcept:chemical:jet_fuel\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:mariners\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:ohio_state_buckeyes\nconcept:animal:hyenas\tconcept:animalpreyson\tconcept:animal:scavengers\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:akron_pros\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:visualartist:johns_hopkins\nconcept:sportsleague:nba\tconcept:subpartoforganization\tconcept:sportsteam:suns\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:city:novi\nconcept:company:arizona\tconcept:organizationhiredperson\tconcept:coach:mike_stoops\nconcept:sportsteam:washington_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:city:new_york\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:product:apple_ipod\nconcept:invertebrate:nematodes\tconcept:invertebratefeedonfood\tconcept:agriculturalproduct:crops\nconcept:sportsteam:new_orleans_hornets\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:new_orleans_arena\nconcept:sportsteam:los_angeles_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:female:hillary\tconcept:politicianholdsoffice\tconcept:politicaloffice:potus\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:moth\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:no_see_ums\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:chemical:sulfates\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:mammal:laboratory_animals\tconcept:animalpreyson\tconcept:mammal:mice\nconcept:city:nashville\tconcept:proxyfor\tconcept:attraction:ryman_auditorium\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:magazine:story\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:uruguay\nconcept:invertebrate:larvae\tconcept:invertebratefeedonfood\tconcept:plant:trees\nconcept:insect:silverfish\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsteam:missouri_state_bears\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:particulate_matter\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:ucla\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:newspaper:daily\tconcept:competeswith\tconcept:newspaper:herald\nconcept:coach:bronco_mendenhall\tconcept:coachesteam\tconcept:sportsteam:byu\nconcept:animal:vertebrates\tconcept:animalsuchasfish\tconcept:fish:zebrafish\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alabama_state_hornets\nconcept:sportsteam:chicago_fire\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_crew\nconcept:athlete:williams\tconcept:athleteplayssport\tconcept:sport:tennis\nconcept:insect:beneficial_insects\tconcept:arthropodandotherarthropod\tconcept:insect:wasps\nconcept:chemical:molecules\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:plant:shrubs\nconcept:stateorprovince:south_carolina\tconcept:mutualproxyfor\tconcept:city:sumter\nconcept:sportsteam:mavericks\tconcept:teamwontrophy\tconcept:awardtrophytournament:nba_finals\nconcept:sportsteam:oregon_state_university\tconcept:teamplaysincity\tconcept:city:corvallis\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrocarbons\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:personcanada:video\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:congenital\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:asd\nconcept:sportsteam:los_angeles_galaxy\tconcept:teamplaysagainstteam\tconcept:sportsteam:revolution\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:att_park\nconcept:bank:usps_global_priority\tconcept:competeswith\tconcept:bank:ups\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:diesel_fuel\nconcept:insect:honeybees\tconcept:animalpreyson\tconcept:invertebrate:bees\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:animal:yak\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:great_apes\nconcept:male:world\tconcept:agentcontrols\tconcept:website:bill\nconcept:mammal:dog\tconcept:animalistypeofanimal\tconcept:animal:dogs_protocol\nconcept:company:yahoo001\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:pests\nconcept:animal:social_insects\tconcept:animalthatfeedoninsect\tconcept:insect:termites\nconcept:sportsteam:colorado_state\tconcept:agentactsinlocation\tconcept:city:fort_collins_loveland\nconcept:mollusk:domesticated_animals\tconcept:agentcompeteswithagent\tconcept:blog:goats\nconcept:chemical:pollutants\tconcept:chemicalistypeofchemical\tconcept:chemical:production\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:arthropod:cicadas\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:vehicle:car_air\nconcept:chemical:urea\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:fassel\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:saint_louis_billikens\nconcept:city:sumter\tconcept:subpartof\tconcept:stateorprovince:south_carolina\nconcept:sportsteam:new_york_giants_in_super_bowl_xlii\tconcept:teamplaysagainstteam\tconcept:sportsteam:niners\nconcept:stadiumoreventvenue:amway_arena\tconcept:atlocation\tconcept:city:orlando\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:honey_bees\nconcept:sportsteam:iowa_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:chelsea_football_club\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool\nconcept:ceo:peter_thiel\tconcept:topmemberoforganization\tconcept:bank:paypal\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:ascorbic_acid\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:mts_centre_manitoba\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:a_s\nconcept:sportsteam:chicago_fire\tconcept:agentcollaborateswithagent\tconcept:male:brian_mcbride\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:navigation\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:butter\nconcept:arthropod:lice\tconcept:animalpreyson\tconcept:arthropod:external_parasites\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:invertebrate:black_worms\nconcept:sportsteam:real_madrid\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:disabilities_access\nconcept:arthropod:arthropods\tconcept:arthropodcalledarthropod\tconcept:insect:arachnids\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:brigham_young_cougars\nconcept:sportsteam:old_dominion_monarchs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:food:roots\nconcept:coach:san_antonio_spurs\tconcept:agentparticipatedinevent\tconcept:sportsgame:championship\nconcept:radiostation:flint\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:waste\nconcept:politicianus:rudy_giuliani\tconcept:politicianrepresentslocation\tconcept:city:new_york\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:mammal:elephant\tconcept:mammalsuchasmammal\tconcept:mammal:lions\nconcept:musicsong:jackson\tconcept:mutualproxyfor\tconcept:creditunion:michigan\nconcept:sportsteam:maple_leafs\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:insect:small_insects\tconcept:animalthatfeedoninsect\tconcept:insect:moths\nconcept:insect:small_rodents\tconcept:animalpreyson\tconcept:animal:mice001\nconcept:stateorprovince:iowa_hawkeyes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:substance_abuse\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:athlete:carlos_beltran\nconcept:agriculturalproduct:cotton\tconcept:agriculturalproducttoattractinsect\tconcept:insect:insects\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsteam:colorado_college\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:molecules\tconcept:chemicalistypeofchemical\tconcept:chemical:chlorine\nconcept:chemical:byproducts\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:country:bulgaria\tconcept:countryalsoknownas\tconcept:country:bosnia_herzegovina\nconcept:mammal:jackals\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:boise_state_broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:east_carolina\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:fish:pelagics\tconcept:animalsuchasfish\tconcept:fish:mackerel\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:harmful_emissions\nconcept:sportsteam:new_york_red_bulls\tconcept:teamwontrophy\tconcept:awardtrophytournament:nfl_championship_game\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:sportsteam:milwaukee_bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:chemical:oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:rutgers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:somalia\nconcept:mammal:wild_animals\tconcept:animalistypeofanimal\tconcept:mammal:elephants\nconcept:arthropod:pollinators\tconcept:animalsuchasinsect\tconcept:insect:moths\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:severe_asthma\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:domestic_pets\nconcept:website:new_york_times\tconcept:acquired\tconcept:newspaper:boston_globe\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:countryside\nconcept:sportsteam:iowa_state\tconcept:organizationhiredperson\tconcept:coach:bill_fennelly\nconcept:agriculturalproduct:crabs\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:orcas\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:northern_arizona_university\nconcept:sportsteam:northern_illinois\tconcept:organizationhiredperson\tconcept:coach:joe_novak\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southeast_missouri_state_redhawks\nconcept:city:carbondale\tconcept:citylocatedinstate\tconcept:stateorprovince:southern_illinois\nconcept:coach:fassel\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:insect:blackflies\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:lacewings\nconcept:insect:fungus_gnats\tconcept:animalpreyson\tconcept:insect:insects\nconcept:geopoliticallocation:manchester_city\tconcept:teamplaysinleague\tconcept:sportsleague:fa\nconcept:mammal:squirrels\tconcept:animalistypeofanimal\tconcept:vertebrate:small_game\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:newspaper:tribune\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:chemical:hydrocarbons\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:los_angeles_rams\tconcept:teamplayssport\tconcept:sport:football\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:colorectal_cancer\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:central_florida_knights\nconcept:sportsteam:redskins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:fedex_field\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:mealworms\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:visualizablescene:grassland\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:internal_water\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:rwanda\nconcept:arthropod:clams\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab\nconcept:plant:daffodils\tconcept:plantrepresentemotion\tconcept:emotion:hope\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:anxiety\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:chemical:heat_trapping_gases\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:country:malaysia\tconcept:countrycurrency\tconcept:currency:ringgit\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:criminal:web_sites\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:agriculturalproduct:cereals\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:rye\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:wheat\nconcept:animal:animals001\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:reptiles\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:measles\nconcept:sportsteam:oregon_state_beavers\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:bird:herons\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:animal:mice001\tconcept:animaldevelopdisease\tconcept:disease:leukemia\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysincity\tconcept:city:miami\nconcept:mammal:elephants\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:sportsteam:calgary_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:animal:cow\tconcept:animalthatfeedoninsect\tconcept:insect:flies\nconcept:sportsteam:liverpool\tconcept:teamplaysinleague\tconcept:sportsleague:fa\nconcept:sport:tennis\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:centre_court\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:spider_mites\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:shark\nconcept:insect:aphids\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:country:guinea_bissau\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:memory_loss\nconcept:crustacean:crab\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:sportsteam:liverpool\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:anfield\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:ladybugs\nconcept:drug:selenium\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:sixth_super_bowl\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:allergies\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:arthropod:clams\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:home_air\nconcept:animal:animals001\tconcept:animalthatfeedoninsect\tconcept:animal:moles001\nconcept:sportsteam:st___louis_blues\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:afc_championship\nconcept:sportsteam:utah_jazz\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:energysolutions_arena\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:undefeated_new_england_patriots\nconcept:person:meyer\tconcept:agentcollaborateswithagent\tconcept:animal:head\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:multiple_sclerosis\nconcept:chemical:diesel_fuel\tconcept:chemicalistypeofchemical\tconcept:chemical:products\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:airport:central_america\nconcept:sportsteam:north_texas_mean_green\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:fish:pelagics\tconcept:animalsuchasfish\tconcept:fish:sunfish\nconcept:chemical:wastes\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:chemical:argon\tconcept:chemicalistypeofchemical\tconcept:chemical:inert_gas\nconcept:sportsteam:colorado_buffaloes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:person:miley_cyrus\nconcept:chemical:formaldehyde\tconcept:chemicalistypeofchemical\tconcept:chemical:products\nconcept:mammal:lions\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:animal:moles001\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:insect:borers\tconcept:animalpreyson\tconcept:insect:pests\nconcept:sportsteam:byu\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_christian_university\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:genetic_disorders\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:visualizablething:rodez\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:food:soy_oil\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:wine:merlot\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compounds\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:moth\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:armenia\nconcept:bank:global_priority\tconcept:competeswith\tconcept:bank:usps_global_priority\nconcept:animal:orcas\tconcept:specializationof\tconcept:mammal:animals\nconcept:insect:pests\tconcept:animalpreyson\tconcept:animal:stoats\nconcept:plant:cherry_blossom\tconcept:specializationof\tconcept:plant:trees\nconcept:sportsteam:pittsburgh_penguins\tconcept:organizationhiredperson\tconcept:coach:therrien\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:insect:larva\tconcept:animalthatfeedoninsect\tconcept:insect:moths\nconcept:agriculturalproduct:goats\tconcept:animalistypeofanimal\tconcept:vertebrate:ruminants\nconcept:sportsteam:chicago_bulls\tconcept:agentcompeteswithagent\tconcept:radiostation:ball_state_university\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona_dragons\nconcept:sportsteam:steelers\tconcept:synonymfor\tconcept:sportsteam:cardinals_27_23\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:pepsi_center\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:santa_clara_broncos\nconcept:country:republic_of_benin\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:chemical:soda_lime\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:chemical:sulphur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sportsteam:san_diego_padres\tconcept:teamplaysincity\tconcept:city:san_diego\nconcept:person:antoinette_batumubwira\tconcept:worksfor\tconcept:country:burundi\nconcept:city:murfreesboro\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:tennessee\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:black_widow_spiders\nconcept:personeurope:margaret_atwood\tconcept:agentcreated\tconcept:book:alias_grace\nconcept:sportsteam:marlins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:dolphin_stadium\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:moths\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:wild_animals\nconcept:chemical:greenhouse_gasses\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:arachnid:kids\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:butter\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_rays\nconcept:mammal:zebra\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:whales\nconcept:country:montenegro\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:animal:dolphins001\tconcept:animalsuchasfish\tconcept:fish:whale\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:la_salle_explorers\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:avs\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:darfur\nconcept:country:macedonia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:bolivia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:bug\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sport:golf\tconcept:sportfansincountry\tconcept:country:wales\nconcept:sportsteam:astros\tconcept:teamwontrophy\tconcept:awardtrophytournament:pennant\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:scale_insects\nconcept:food:oil\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:sunflower\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:apes\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:influenza\nconcept:animal:mice001\tconcept:animaldevelopdisease\tconcept:disease:colitis\nconcept:sportsteam:brigham_young_cougars\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:coach:nick_saban\tconcept:coachesteam\tconcept:sportsteam:alabama_crimson_tide\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:animal:wildebeests\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:d_antoni\nconcept:sportsteam:uconn\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:red_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:real_salt_lake\nconcept:personaustralia:smith\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:coach:bill_parcells\tconcept:personbelongstoorganization\tconcept:sportsteam:new_england_patriots\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:tom_coughlin\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:ants\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:animal:locusts\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:flies\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:exposition_park\nconcept:sportsteam:syracuse_orangemen\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:person:bill\tconcept:personleadsorganization\tconcept:university:microsoft\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:dry_areas\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:glaucoma\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:insect_pests\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:republic_of_austria\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:bison\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:particulates\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_kerry\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:molluscs\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rochester_yellow_jackets\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:mike_montgomery\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:joe_gibbs\nconcept:bodypart:system001\tconcept:subpartof\tconcept:fungus:seawater\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgetown_hoyas\nconcept:chemical:acid_rain\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:personmexico:steve_nash\tconcept:personbelongstoorganization\tconcept:sportsleague:nba\nconcept:mammal:dairy_cows\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:huggins\nconcept:mammal:farm_animals\tconcept:animalistypeofanimal\tconcept:agriculturalproduct:goats\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:autism_spectrum_disorder\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:texas_a_m\nconcept:person:jackson001\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:legion_field\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:coach:document\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen_gas\nconcept:sportsteam:citadel_bulldogs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:ash\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:visualizablething:soybean_oil\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:oatmeal\nconcept:animal:mice001\tconcept:animaldevelopdisease\tconcept:disease:diabetes\nconcept:stateorprovince:maryland\tconcept:mutualproxyfor\tconcept:city:silver_spring\nconcept:sportsteam:baltimore_colts\tconcept:teamplayssport\tconcept:sport:football\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:agriculturalproduct:varieties\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:agriculturalproduct:dairy\tconcept:agriculturalproductcomingfromvertebrate\tconcept:mammal:sheep\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:meningitis\nconcept:animal:head\tconcept:agentcontrols\tconcept:coach:hayes\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:insect:beneficial_insects\nconcept:insect:leafminers\tconcept:animalpreyson\tconcept:insect:pests\nconcept:mammal:wild_horses\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:mammal:killer_whales\tconcept:animaleatfood\tconcept:food:sea_otters\nconcept:sportsteam:minnesota_vikings\tconcept:teamalsoknownas\tconcept:sportsteam:eagles\nconcept:stateorprovince:south_carolina\tconcept:mutualproxyfor\tconcept:city:mount_pleasant\nconcept:coach:stoops\tconcept:worksfor\tconcept:company:arizona\nconcept:river:assiniboine\tconcept:riveremptiesintoriver\tconcept:river:red_river\nconcept:mammal:squirrels\tconcept:animaleatvegetable\tconcept:vegetable:pumpkins\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:ucla\nconcept:city:louisville\tconcept:citylocatedinstate\tconcept:stateorprovince:kentucky\nconcept:coach:bill_fennelly\tconcept:personbelongstoorganization\tconcept:sportsteam:iowa_state\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:grain_sorghum\nconcept:coach:cam_cameron\tconcept:worksfor\tconcept:sportsteam:miami_dolphins\nconcept:person:allen\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:bicarbonate\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:dodger_stadium\nconcept:sportsteam:johns_hopkins_blue_jays\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:dayton_flyers\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:devotion\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:boars\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:tanzania\nconcept:chemical:carbon_monoxide\tconcept:chemicalistypeofchemical\tconcept:chemical:fumes\nconcept:newspaper:daily\tconcept:competeswith\tconcept:company:bbc\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:new_york_giants\nconcept:musicalbum:holland\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:coach:gene_chizik\tconcept:worksfor\tconcept:university:auburn\nconcept:insect:flies\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:damselflies\nconcept:person:sherman\tconcept:worksfor\tconcept:automobilemaker:a_m\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:south_dakota_st_jackrabbits\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:animal:hyenas\nconcept:newspaper:tribune\tconcept:competeswith\tconcept:newspaper:macomb_daily\nconcept:crustacean:mollusks\tconcept:arthropodcalledarthropod\tconcept:crustacean:scallops\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arachnid:black_widow\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:rhinoceroses\nconcept:plant:olive_trees\tconcept:plantrepresentemotion\tconcept:emotion:peace\nconcept:insect:mosquitoes\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:larvae\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:liquid\nconcept:university:uab\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:wine:merlot\tconcept:beveragemadefrombeverage\tconcept:wine:pinot\nconcept:city:abc\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:country:bosnia_herzegovina\tconcept:countryalsoknownas\tconcept:country:kosovo\nconcept:sportsteam:ohio_bobcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:dundee_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:elon_phoenix\nconcept:crustacean:krill\tconcept:animalsuchasinvertebrate\tconcept:crustacean:shrimp\nconcept:chemical:sulphur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:bobcats\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:beetle\nconcept:mammal:canines\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:coach:randy_wittman\tconcept:coachesteam\tconcept:sportsteam:timberwolves\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:league_park\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:pectin\nconcept:mammal:killer_whales\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:company:ryanair001\tconcept:organizationterminatedperson\tconcept:person:john_o_leary\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:aggies\nconcept:sportsteam:chelsea\tconcept:teamalsoknownas\tconcept:sportsteam:liverpool_university\nconcept:sportsteam:notre_dame\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:arthropod:clams\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:vertebrate:black_bears\nconcept:insect:honey_bees\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:sportsteam:washington_state\tconcept:organizationhiredperson\tconcept:personaustralia:tony_bennett\nconcept:agent:linux\tconcept:synonymfor\tconcept:website:ubuntu\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:arachnid:black_widows\tconcept:agentcompeteswithagent\tconcept:arthropod:spiders\nconcept:sportsteam:real_salt_lake\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rio_tinto_stadium\nconcept:sportsteam:packers\tconcept:teamalsoknownas\tconcept:sportsteam:falcons\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:small_dogs\nconcept:company:fox\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:crustacean:black_tiger_shrimp\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:houston_cougars\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:animal:animals001\tconcept:animalistypeofanimal\tconcept:invertebrate:cattle\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tulane_green_wave\nconcept:newspaper:the_new_york_sun\tconcept:competeswith\tconcept:newspaper:daily\nconcept:newspaper:daily_express\tconcept:competeswith\tconcept:newspaper:daily\nconcept:sportsteam:colorado_state_rams\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:chelsea\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_university\nconcept:chemical:steam\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:city:cambridge\tconcept:proxyfor\tconcept:stateorprovince:massachusetts\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableobject:home\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:gnats\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_avalanche\nconcept:beverag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nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:ole_miss\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_rams\nconcept:newspaper:herald\tconcept:agentcollaborateswithagent\tconcept:scientist:andres_oppenheimer\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:prey\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:ferrets\nconcept:sportsteam:loyola_marymount_lions\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:ravens\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:mammal:animals\tconcept:animaleatfood\tconcept:food:mineral_salts\nconcept:company:express\tconcept:competeswith\tconcept:winery:federal_express\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:the_united_kingdom\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:crustacean:bivalves\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:animal:ravens\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:sportsteam:chelsea\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_john_moores_university\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_united\nconcept:televisionstation:kalamazoo\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:person:greg001\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:sean_payton\nconcept:animal:exotic_pets\tconcept:specializationof\tconcept:arthropod:spiders\nconcept:sportsteam:cavaliers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:quicken_loans_arena\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:buildingmaterial:aircraft\nconcept:chemical:sulfur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:chowan_braves\nconcept:website:the_independent\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:kansas_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskers\nconcept:country:el_salvador\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:air_canada_center\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:condiment:mayonnaise_sauce\nconcept:writer:jones\tconcept:personborninlocation\tconcept:county:york_city\nconcept:sportsteam:arizona_state_sun_devils\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:wild_rabbits\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:coughlin\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:anxiety_disorders\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:mammal:small_animals\tconcept:animalpreyson\tconcept:mammal:squirrels\nconcept:city:rockville\tconcept:subpartof\tconcept:stateorprovince:maryland\nconcept:insect:raccoon\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:insect:houseflies\tconcept:arthropodcalledarthropod\tconcept:insect:pests\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:crustacean:daphnia\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:insect:insect_larvae\nconcept:chemical:buildings\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:field_mice\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:bumblebees\nconcept:crustacean:copepods\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rice_owls\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:bournemouth\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:chemical:ozone\tconcept:chemicalistypeofchemical\tconcept:chemical:production\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea_football_club\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:hillsides\nconcept:sportsteam:colorado_avalanche\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:methanol\nconcept:mammal:predators\tconcept:animalsuchasinsect\tconcept:insect:lady_beetles\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:silverfish\nconcept:country:bosnia_herzegovin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chemical\tconcept:chemical:ammonia\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:lentils\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:insect:wasps\nconcept:city:tirana\tconcept:subpartof\tconcept:country:albania\nconcept:invertebrate:reptiles\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:food:rose\tconcept:plantrepresentemotion\tconcept:emotion:beauty\nconcept:chemical:carbon_monoxide\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:mississippi_valley_state_delta_devils\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:illness\nconcept:animal:deer001\tconcept:animaleatfood\tconcept:legume:hay\nconcept:insect:ants\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:politicianus:rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:sportsteam:new_york_giants\tconcept:agentcompeteswithagent\tconcept:personnorthamerica:bills\nconcept:person:bill\tconcept:worksfor\tconcept:university:microsoft\nconcept:company:yahoo001\tconcept:acquired\tconcept:company:maven_networks\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:cougars\nconcept:fish:billfish\tconcept:animalsuchasfish\tconcept:fish:marlin\nconcept:mammal:rats\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:person:mccarthy\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:honey_bees\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:canucks\nconcept:radiostation:grand_rapids\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:insect:termites\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:sportsteam:miami_hurricanes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:spider_mites\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:wasps\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:crustacean:comb\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:city:madrid\tconcept:cityliesonriver\tconcept:river:manzanares\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:whole_water\nconcept:coach:cal_ripken\tconcept:athleteledsportsteam\tconcept:sportsteam:orioles\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:hearing_problems\nconcept:sportsteam:los_angeles_angels_of_anaheim\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:edison_field\nconcept:stadiumoreventvenue:sommet_center\tconcept:locationlocatedwithinlocation\tconcept:city:nashville\nconcept:chemical:methane_levels\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:invertebrate:nematodes\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:crustacean:krill\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:stadiumoreventvenue:wrigley_field\tconcept:stadiumlocatedincity\tconcept:city:chicago\nconcept:sportsteam:chicago_fire\tconcept:teamplayssport\tconcept:sport:soccer\nconcept:chemical:sulfur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:egypt\nconcept:athlete:lidstrom\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:joe_louis_arena\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:advanced_water\nconcept:insect:beneficial_insects\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:nonprofitorganization:data\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:plant:lilies\tconcept:plantrepresentemotion\tconcept:emotion:beauty\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pennsylvania_quakers\nconcept:company:bbc\tconcept:companyalsoknownas\tconcept:company:british_broadcasting_corp_\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:chemical_compound\nconcept:sportsteam:boilermakers\tconcept:teamplaysinleague\tconcept:sportsleague:acc\nconcept:city:greenville\tconcept:cityliesonriver\tconcept:river:reedy\nconcept:sportsteam:miami_hurricanes\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:ozone\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:gonzaga_bulldogs\nconcept:sportsteam:new_york_mets\tconcept:teamwontrophy\tconcept:awardtrophytournament:division\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_b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ncept:citylocatedinstate\tconcept:stateorprovince:maryland\nconcept:chemical:potassium\tconcept:chemicalistypeofchemical\tconcept:chemical:water\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:mammal:rats\tconcept:animaldevelopdisease\tconcept:disease:hypertension\nconcept:animal:deer001\tconcept:animaleatfood\tconcept:food:herbaceous_vegetation\nconcept:sportsteam:suns\tconcept:teamwontrophy\tconcept:awardtrophytournament:nba_finals\nconcept:city:silver_spring\tconcept:subpartof\tconcept:stateorprovince:maryland\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:personasia:request\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:hogs\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:moths\nconcept:sport:baseball\tconcept:sportfansincountry\tconcept:country:cuba\nconcept:sportsteam:phoenix_coyotes\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:agriculturalproduct:shrimps\tconcept:arthropodcalledarthropod\tconcept:arthropod:crustaceans\nconcept:invertebrate:marine_mammals\tconcept:animalsuchasfish\tconcept:fish:whales\nconcept:sportsteam:uk\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:new_york_mets\tconcept:teamwontrophy\tconcept:awardtrophytournament:wild_card\nconcept:coach:bill_parcells\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:invertebrate:corals\tconcept:animalistypeofanimal\tconcept:animal:invertebrates\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_diego_padres\nconcept:animal:hippopotamuses\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:sportsteam:texas_a_m\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:avocado\nconcept:company:post\tconcept:agentactsinlocation\tconcept:trail:in_illinois\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:river:oostanaula\tconcept:riveremptiesintoriver\tconcept:river:coosa_river\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:nut:trade\nconcept:insect:pest_insects\tconcept:invertebratefeedonfood\tconcept:plant:plants\nconcept:visualizablescene:brussels\tconcept:subpartof\tconcept:country:belgium\nconcept:mammal:canines\tconcept:animalpreyson\tconcept:mammal:dog\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_compounds\nconcept:mammal:predators\tconcept:animalsuchasinsect\tconcept:insect:ladybugs\nconcept:company:priority\tconcept:competeswith\tconcept:bank:dhl\nconcept:athlete:carlos_beltran\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:penn_state\tconcept:teamplayssport\tconcept:sport:football\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:miniature_donkeys\nconcept:coach:tim_murphy\tconcept:coachesteam\tconcept:sportsteam:harvard_divinity_school\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:northern_michigan_university\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:unity\nconcept:sportsteam:red_wings\tconcept:teamwontrophy\tconcept:awardtrophytournament:stanley_cup_championship\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:tuna\nconcept:sport:soccer\tconcept:sportfansincountry\tconcept:country:wales\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:politicianus:jim\nconcept:scientist:andres_oppenheimer\tconcept:worksfor\tconcept:newspaper:herald\nconcept:insect:beneficial_insects\tconcept:animalthatfeedoninsect\tconcept:insect:hoverflies\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:cement\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:buddy_teevens\nconcept:insect:flies\tconcept:animalthatfeedoninsect\tconcept:insect:midges\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:villanova_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:acids\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:university:images\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:visualizablething:n50_50_mixture\nconcept:chemical:greenhouse_gas_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:insect:flies\tconcept:invertebratefeedonfood\tconcept:beverage:nectar\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:jags\nconcept:sportsteam:falcons\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:georgia_dome\nconcept:person:greg001\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:chemical:diesel\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:arthropod:centipedes\tconcept:specializationof\tconcept:insect:insects\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:contents\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:animal:children\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:greensboro\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:fly_larvae\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:invertebrate:larvae\tconcept:invertebratefeedonfood\tconcept:food:pollen\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:midges\nconcept:company:yahoo001\tconcept:acquired\tconcept:website:inktomi\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:certain_chemicals\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:duke_blue_devils\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:arthropod:clams\nconcept:sportsteam:delaware_blue_hens\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:weatherphenomenon:tennessee\tconcept:mutualproxyfor\tconcept:braintissue:knoxville\nconcept:chemical:nitrogen_oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:carpenter_ants\nconcept:crustacean:copepods\tconcept:animalistypeofanimal\tconcept:animal:invertebrates\nconcept:sportsteam:avs\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:sportsteam:east_carolina_pirates\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sun_bowl_stadium\nconcept:chemical:propane\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrocarbons\nconcept:insect:leafminers\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:llamas\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:juvenile_rheumatoid_arthritis\nconcept:sportsteam:michigan_state_university\tconcept:teamplaysincity\tconcept:city:east_lansing\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:friendly_water\nconcept:sportsteam:blackhawks\tconcept:organizationhiredperson\tconcept:coach:denis_savard\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:asds\nconcept:mammal:sheep_\tconcept:specializationof\tconcept:vertebrate:ruminants\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:new_mexico_state_aggies\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:admiration\nconcept:city:warren\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:arthropod:crustaceans\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:company:post\tconcept:hasofficeincity\tconcept:city:houston\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:various_pollutants\nconcept:arthropod:cicadas\tconcept:animalpreyson\tconcept:insect:insects\nconcept:animal:orcas\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sport:golf\tconcept:sportschoolincountry\tconcept:country:malaysia\nconcept:sportsteam:liverpool\tconcept:teamwontrophy\tconcept:awardtrophytournament:european_cup\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:decomposition\nconcept:personus:denzel_washington\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:zinc\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:bucks\nconcept:sportsteam:bolton_wanderers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:coach:bill_tierney\tconcept:coachesteam\tconcept:sportsteam:princeton_theological_seminary\nconcept:automobilemaker:a_m\tconcept:organizationhiredperson\tconcept:coach:mike_sherman\nconcept:automobilemaker:dallas_cowboys\tconcept:organizationhiredperson\tconcept:musician:jimmy_johnson\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiolog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m\tconcept:stadiumoreventvenue:disch_falk_field\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:northwestern_university\nconcept:food:soy\tconcept:foodcancausedisease\tconcept:disease:breast_cancer\nconcept:mammal:predators\tconcept:animalsuchasinvertebrate\tconcept:arthropod:spiders\nconcept:sportsteam:nashville_predators\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:bridgestone_arena\nconcept:chemical:molecules\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:person:bill\tconcept:persongraduatedschool\tconcept:university:college\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:beverage:blood\nconcept:chemical:oil\tconcept:chemicalistypeofchemical\tconcept:chemical:natural_gas\nconcept:sportsteam:alabama_a_m_bulldogs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:borers\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:city:download\tconcept:agentcollaborateswithagent\tconcept:personasia:site\nconcept:coach:bill_curry\tconcept:worksfor\tconcept:university:kentucky\nconcept:sportsteam:phillies\tconcept:agentcollaborateswithagent\tconcept:personus:shane_victorino\nconcept:sportsteam:buccaneers\tconcept:teamwontrophy\tconcept:awardtrophytournament:n2008_world_series\nconcept:crustacean:prawns\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:crustaceans\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:hummingbird\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamwontrophy\tconcept:awardtrophytournament:stanley_cup\nconcept:continent:europe\tconcept:organizationhiredperson\tconcept:personus:john_fleming\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:jim_haslett\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:parasitic_wasps\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:person:bill\nconcept:country:nepal\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:magazine:content\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:dust\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:goat\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:aspergers_syndrome\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:portland_state_vikings\nconcept:person:fred\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:beverage:imports\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:legume:soy_beans\nconcept:invertebrate:cattle\tconcept:specializationof\tconcept:vertebrate:ruminants\nconcept:arthropod:invertebrates\tconcept:animalsuchasinsect\tconcept:insect:ants\nconcept:chemical:chlorine\tconcept:chemicalistypeofchemical\tconcept:chemical:products\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamwontrophy\tconcept:awardtrophytournament:pennant\nconcept:mammal:sheep\tconcept:agentcompeteswithagent\tconcept:vertebrate:ruminants\nconcept:sport:baseball\tconcept:sportfansincountry\tconcept:country:taiwan\nconcept:insect:beneficial_insects\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:fruit_flies\nconcept:crustacean:shrimp\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:tradeunion:disk\nconcept:sportsteam:dundee_united\tconcept:agentcompeteswithagent\tconcept:sportsteam:bolton_wanderers\nconcept:chemical:carbon_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:kragthorpe\nconcept:journalist:dan\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:sportsteam:red_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:crew\nconcept:coach:mike_sherman\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:invertebrate:black_worms\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:neuheisel\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:lou_holtz\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:carpenter_ants\nconcept:chemical:phosphate\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:insect:ants\tconcept:invertebratefeedonfood\tconcept:nut:leaves\nconcept:city:edmonton\tconcept:proxyfor\tconcept:stadiumoreventvenue:northern_alberta_jubilee_auditorium\nconcept:sportsteam:ucla\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:sportsteam:calgary_flames\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:chemical:emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:animal:stoats\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:agriculturalproduct:oysters\nconcept:mammal:elk\tconcept:animalistypeofanimal\tconcept:mammal:large_mammals\nconcept:sportsteam:minnesota_state_mavericks\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:animaleatfood\tconcept:food:plankton\nconcept:sportsteam:northern_illinois_huskies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:al_arbour\tconcept:coachesteam\tconcept:sportsteam:leafs\nconcept:chemical:nitrogen_oxide_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:bed_bugs\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:vermont\nconcept:person:montgomery\tconcept:personhasjobposition\tconcept:jobposition:deputy_assistant_to_the_president\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:pronghorn\nconcept:city:houston\tconcept:organizationhiredperson\tconcept:coach:art_briles\nconcept:stateorprovince:maryland\tconcept:statehascapital\tconcept:city:annapolis\nconcept:mammal:kittens\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:city:mount_pleasant\tconcept:subpartof\tconcept:stateorprovince:south_carolina\nconcept:chemical:nitrogen_oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sportsteam:east_carolina\tconcept:agentcompeteswithagent\tconcept:invertebrate:loggers\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:fruit:sugar_beets\nconcept:sportsteam:saint_louis_billikens\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:bird:profile\nconcept:sportsteam:loyola_marymount_lions\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:person:stevens001\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:coach:paul_wulff\tconcept:coachesteam\tconcept:sportsteam:washington_state\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:cavaliers\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:skin_problems\nconcept:sportsteam:aggies\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:newspaper:daily\tconcept:competeswith\tconcept:website:the_independent\nconcept:sportsteam:wisconsin_badgers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:camp_randall\nconcept:sportsteam:brown_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:spider_mites\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:person:al_skinner\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:athlete:butch_davis\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:cleveland_browns_stadium\nconcept:crustacean:shrimp\tconcept:animalpreyson\tconcept:arthropod:bloodworm\nconcept:sportsteam:valparaiso_crusaders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:excellent_water\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:ara_parseghian\nconcept:chemical:green_house_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:chemical:matter\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:insect:larva\tconcept:animalthatfeedoninsect\tconcept:insect:moth\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:vegetable:bamboo\nconcept:newspaper:st___paul_pioneer_press\tconcept:competeswith\tconcept:newspaper:tribune\nconcept:animal:carnivores\tconcept:animalpreyson\tconcept:mammal:tigers\nconcept:company:express\tconcept:competeswith\tconcept:bank:usps_global_priority\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:sulphur_dioxide\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:caribou\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_edwards\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:visualizablething:alcohols\nconcept:country:aruba\tconcept:countrycurrency\tconcept:currency:guilders\nconcept:mammal:rats\tconcept:animalistypeofanimal\tconcept:mammal:laboratory_animals\nconcept:arthropod:centipedes\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stypeofchemical\tconcept:chemical:sensor\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:united_states_senate_seat\nconcept:mammal:cougars\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:river:red_river\tconcept:riveremptiesintoriver\tconcept:river:assiniboine\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:coconuts\nconcept:sportsteam:texas_a_m\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:person:antoinette_batumubwira\tconcept:personleadsorganization\tconcept:country:burundi\nconcept:insect:wasps\tconcept:arthropodandotherarthropod\tconcept:insect:beneficial_insects\nconcept:coach:josh_mcdaniels\tconcept:worksfor\tconcept:sportsteam:new_england_patriots\nconcept:food:oil\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:cottonseed\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:tennessee\nconcept:chemical:chlorine\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:vanderbilt_stadium\nconcept:mammal:wolves\tconcept:specializationof\tconcept:mammal:animals\nconcept:country:sudan\tconcept:countrycurrency\tconcept:currency:dinars\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:agriculturalproduct:cotton\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:gujarat\nconcept:sportsteam:army_black_knights\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:person:davis\tconcept:persongraduatedschool\tconcept:university:college\nconcept:sportsteam:south_dakota_coyotes\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:mariners\nconcept:crustacean:mollusks\tconcept:arthropodcalledarthropod\tconcept:arthropod:invertebrates\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:detroit_tigers\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:house_flies\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona_dragons\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:millet\nconcept:coach:barry_melrose\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:pete_times_forum\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:midge\nconcept:chemical:sulfuric_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:sweden\nconcept:agriculturalproduct:oysters\tconcept:arthropodcalledarthropod\tconcept:crustacean:bivalves\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:caribou\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:mammal:small_animals\tconcept:animalistypeofanimal\tconcept:mammal:mice\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:coach:cowher\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:heinz_field\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gases\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:phosphate\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:sheep\nconcept:mammal:hippos\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:augustana_vikings\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:sodium_hydroxide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:politicianus:haley\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrocarbons\nconcept:crustacean:crab_legs\tconcept:arthropodcalledarthropod\tconcept:arthropod:seafood\nconcept:insect:honeybees\tconcept:arthropodandotherarthropod\tconcept:arthropod:pollinators\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:creighton_bluejays\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:neuromuscular_diseases\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:bison\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:duke_blue_devils\tconcept:teamwontrophy\tconcept:awardtrophytournament:national_title\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cept:agentcontrols\tconcept:sportsteam:arkansas_pine_bluff_golden_lions\nconcept:city:sumter\tconcept:atlocation\tconcept:stateorprovince:south_carolina\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:deformities\nconcept:arthropod:invertebrates\tconcept:animalsuchasinsect\tconcept:insect:termites\nconcept:mammal:chimps\tconcept:animalistypeofanimal\tconcept:mammal:apes\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:female:hilary\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:silver\nconcept:chemical:sulfur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:air_emissions\nconcept:stadiumoreventvenue:bob_carr_performing_arts_centre\tconcept:atlocation\tconcept:city:orlando\nconcept:country:lesotho\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:products\nconcept:sportsteam:seahawks\tconcept:teamalsoknownas\tconcept:sportsteam:packers\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:insect:house_flies\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:stateorprovince:maryland\tconcept:mutualproxyfor\tconcept:city:rockville\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:yellow_jackets\nconcept:stateorprovince:author\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:oklahoma_city_thunder\nconcept:coach:dennis_franchione\tconcept:worksfor\tconcept:sportsteam:texas_a_m\nconcept:sportsteam:western_illinois\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:carbon_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:visualizablething:canola\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:carpenter_ants\nconcept:county:detroit\tconcept:proxyfor\tconcept:geopoliticallocation:wayne\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:progress_energy_park\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:state_senator\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:termites\nconcept:sportsteam:packers\tconcept:teamwontrophy\tconcept:awardtrophytournament:nfc_championship\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:albania\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:rutgers_scarlet_knights\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:animals001\tconcept:agentcompeteswithagent\tconcept:sportsteam:chicago_bulls\nconcept:athlete:carlos_beltran\tconcept:athleteplayssport\tconcept:sport:baseball\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:deficiencies\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:animal:roosters\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:liverpool_university\tconcept:teamwontrophy\tconcept:awardtrophytournament:european_cup\nconcept:coach:al_arbour\tconcept:coachesinleague\tconcept:sportsleague:nhl\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsteam:texas_a_m\tconcept:organizationhiredperson\tconcept:person:sherman\nconcept:insect:goggle\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:cougars\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:agriculturalproduct:tree\tconcept:agriculturalproducttoattractinsect\tconcept:insect:pests\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:city:manchester\tconcept:citylocatedincountry\tconcept:country:the_united_kingdom\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:maple_leafs\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:bonaire\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:compressed_air\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:minnesota_duluth_bulldogs\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplayssport\tconcept:sport:fo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nconcept:chemical:water_vapor\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:county:kansas_city\tconcept:proxyfor\tconcept:stadiumoreventvenue:the_midland_by_amc\nconcept:ceo:tim_cook\tconcept:ceoof\tconcept:biotechcompany:apple\nconcept:city:houghton\tconcept:citylocatedinstate\tconcept:stateorprovince:michigan\nconcept:mammal:lions\tconcept:animalistypeofanimal\tconcept:mammal:big_cats\nconcept:insect:insect_larvae\tconcept:agentcompeteswithagent\tconcept:arthropod:invertebrates\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:tempe_diablo_stadium\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:fruit:groundnuts\nconcept:sportsteam:bruins\tconcept:organizationhiredperson\tconcept:coach:claude_julien\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:d_backs\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfate\nconcept:chemical:combustion_by_products\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_football_giants\nconcept:sportsteam:boston_bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:unique_water\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unc_wilmington_seahawks\nconcept:academicfield:news\tconcept:academicprogramatuniversity\tconcept:university:college\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:geopoliticallocation:manchester_city\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:pacific_bell_park\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:midges\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sanford_stadium\nconcept:sport:football\tconcept:sportschoolincountry\tconcept:country:germany\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:colombia\nconcept:stateorprovince:plenty\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_dioxide_emissions\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compound\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:target_center\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:bumblebees\nconcept:sportsteam:mavericks\tconcept:organizationhiredperson\tconcept:coach:don_nelson\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:city_of_palms_park\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:spider_mites\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:governmentorganization:directory\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:coach:doc_rivers\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:td_garden\nconcept:arachnid:recluse_spiders\tconcept:arthropodandotherarthropod\tconcept:arthropod:spiders\nconcept:insect:ants\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:by_products\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:visualizablething:rock_salt\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_emissions\nconcept:sportsteam:new_york_giants\tconcept:teamalsoknownas\tconcept:sportsteam:eagles\nconcept:coach:joe_novak\tconcept:worksfor\tconcept:sportsteam:northern_illinois\nconcept:company:post\tconcept:agentactsinlocation\tconcept:country:republic_of_austria\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:royals\nconcept:newspaper:daily\tconcept:competeswith\tconcept:politicsblog:guardian\nconcept:sportsteam:virginia_tech_hokies\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:limestone\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:large_water\nconcept:country:burkina\tconcept:synonymfor\tconcept:country:upper_volta\nconcept:sportsteam:alaska_fairbanks_nanooks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:lions\tconcept:animalpreyson\tconcept:animal:carnivores\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:mammal:donkeys\tconcept:animalistypeofanimal\tconcept:mammal:equines\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:coach:huggins\nconcept:city:fort_collins\tconcept:cityliesonriver\tconcept:river:poudre\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:stateorprovince:plenty\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:north_texas_mean_green\nconcept:country:turkmenistan\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:pastures\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen_peroxide\nconcept:newspaper:daily\tconcept:competeswith\tconcept:blog:sun\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:arthropod:clams\nconcept:mammal:black_bear\tconcept:mammalsuchasmammal\tconcept:mammal:lion\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:philips_arena\nconcept:chemical:pesticides\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_chemicals\nconcept:invertebrate:cranes\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:mammal:cat\tconcept:animalpreyson\tconcept:mammal:felines\nconcept:arthropod:spider_bite\tconcept:arthropodandotherarthropod\tconcept:arthropod:recluse\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:afc_championship_game\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:quicken_loans_arena\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:personcanada:shop\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:ants\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bowling_green_falcons\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:bison\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:coach:jerry_sloan\tconcept:coachesteam\tconcept:sportsteam:utah_jazz\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:food:garden\nconcept:person:williams\tconcept:persongraduatedschool\tconcept:university:law_school\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:northern_arizona\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:water_vapor\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:joe_louis_arena\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:drake\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:on_site_water\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:personcanada:style\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:utah_state_university\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:egypt\nconcept:stateorprovince:wisconsin\tconcept:mutualproxyfor\tconcept:city:wausau\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:yellow_jackets\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:black_widow\nconcept:sportsteam:rice_owls\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:sportsteam:raptors\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:air_canada_center\nconcept:sportsteam:charleston_cougars\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:city:jackson\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:cuba\nconcept:insect:mealworms\tconcept:animalsuchasinvertebrate\tconcept:insect:insects\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:oxide_emissions\nconcept:bodypart:entire_body\tconcept:subpartof\tconcept:visualizablething:oxygen\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:food:slices\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:agriculturalproduct:goats\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:disorders\nconcept:creditunion:michigan\tconcept:mutualproxyfor\tconcept:county:detroit\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:razorbacks\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:red_wings\nconcept:stadiumoreventvenue:rbc_center\tconcept:stadiumlocatedincity\tconcept:city:raleigh\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:production\nconcept:sportsteam:pittsburgh_panthers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:book:nashville\tconcept:mutualproxyfor\tconcept:politician:bill_purcell\nconcept:sportsteam:montana_state\tconcept:teamplaysincity\tconcept:city:bozeman\nconcept:mammal:hogs\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:person:stephen\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:writer:jones\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:sugar_cane\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:fasd_\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:severe_mental_illness\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:country:republic_of_paraguay\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:golden_state_warriors\tconcept:organizationhiredperson\tconcept:coach:don_nelson\nconcept:sportsteam:southern_utah_thunderbirds\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:fish:larger_fish\tconcept:animalsuchasfish\tconcept:fish:mahi_mahi\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:insect:mayfly\nconcept:sportsteam:dundee_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:politicsblog:guardian\tconcept:competeswith\tconcept:newspaper:weekly\nconcept:mammal:animals\tconcept:specializationof\tconcept:mammal:sheep\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:brazilian_whiteknee_tarantula\nconcept:vertebrate:koalas\tconcept:specializationof\tconcept:mammal:animals\nconcept:insect:honey_bees\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:utah_state\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_compounds\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:power_plant\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:ameriquest_field\nconcept:sportsteam:state_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:country:germany\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:european_nations\nconcept:reptile:stock\tconcept:animalistypeofanimal\tconcept:agriculturalproduct:goats\nconcept:invertebrate:infusoria\tconcept:animalistypeofanimal\tconcept:crustacean:shrimp\nconcept:invertebrate:spider\tconcept:synonymfor\tconcept:arachnid:widow_spider\nconcept:city:baltimore\tconcept:citylocatedingeopoliticallocation\tconcept:stateorprovince:md\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:johnny_dawkins\nconcept:stateorprovince:tennessee\tconcept:mutualproxyfor\tconcept:city:cookeville\nconcept:country:mongolia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:palace_of_auburn_hills\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:leafhoppers\nconcept:governmentorganization:results\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:wasps\nconcept:arthropod:arthropods\tconcept:animalpreyson\tconcept:arthropod:centipedes\nconcept:plant:wildflowers\tconcept:plantrepresentemotion\tconcept:emotion:beauty\nconcept:city:bethesda\tconcept:proxyfor\tconcept:stateorprovince:maryland\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:city:alaska\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:wild_horses\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:fats\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:a_c__milan\nconcept:sportsteam:leafs\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:mammal:elk\tconcept:animalistypeofanimal\tconcept:animal:big_game\nconcept:insect:ins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locatedwithinlocation\tconcept:country:albania\nconcept:city:princeton\tconcept:organizationhiredperson\tconcept:coach:bill_tierney\nconcept:city:san_antonio\tconcept:atlocation\tconcept:city:houston\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:bajra\nconcept:mammal:chipmunks\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:mammal:fox\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:arthropod:pollinators\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:nongovorganization:guide\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:fighting_irish\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:kidney_disease\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oregon_ducks\nconcept:coach:jim_zorn\tconcept:coachesteam\tconcept:sportsteam:redskins\nconcept:sportsteam:chelsea_football_club\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_john_moores_university\nconcept:coach:huggins\tconcept:personbelongstoorganization\tconcept:company:west_virginia\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_effect\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:trichloroethylene\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:movement_disorders\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:congenital_heart_diseases\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:particulate_matter\nconcept:athlete:mike_mccarthy\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:ferris_state_university\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:soybeans\nconcept:sportsteam:marlins\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:mammal:sheep\tconcept:mammalsuchasmammal\tconcept:mammal:mountain_goat\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:stanford_stadium\nconcept:city:stillwater\tconcept:cityliesonriver\tconcept:river:hudson\nconcept:fish:fishes\tconcept:animalsuchasfish\tconcept:fish:mackerel\nconcept:city:ann_arbor\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:sportsteam:timberwolves\tconcept:organizationhiredperson\tconcept:coach:randy_wittman\nconcept:mammal:jaguars\tconcept:animalistypeofanimal\tconcept:mammal:big_cats\nconcept:city:detroit\tconcept:proxyfor\tconcept:stadiumoreventvenue:saint_andrews_hall\nconcept:sportsteam:texans\tconcept:organizationhiredperson\tconcept:coach:gary_kubiak\nconcept:sportsteam:syracuse_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:jet_fuel\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:colombia\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:byproducts\nconcept:sportsteam:denver_nuggets\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pepsi_center\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:ladybugs\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:peacocks\nconcept:country:cuba\tconcept:atdate\tconcept:year:n1898\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:pennsylvania_state_university\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:fruit:agricultural_crops\nconcept:insect:moth\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:chinchillas\nconcept:sportsteam:xavier_musketeers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:mealy_bugs\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:invertebrate:larvae\tconcept:animalthatfeedoninsect\tconcept:arthropod:invertebrates\nconcept:sportsteam:penn_state_nittany_lions\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:beaver_stadium\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:down__s_syndrome\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:info\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:governmentorganization:metacrawler\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:analysis\nconcept:sportsteam:new_england_patriots\tconcept:organizationhiredperson\tconcept:coach:bill_belichick\nconcept:company:live001\tconcept:competeswith\tconcept:company:yahoo001\nconcept:politician:george_bush\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:mammal:predators\tconcept:animalsuchasinsect\tconcept:insect:flies\nconcept:coach:johnny_dawkins\tconcept:coachesteam\tconcept:sportsteam:stanford\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:chemical:pollutants\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:insect:white_grubs\tconcept:invertebratefeedonfood\tconcept:food:roots\nconcept:sportsteam:huskers\tconcept:teamplayssport\tconcept:sport:football\nconcept:city:woburn\tconcept:proxyfor\tconcept:stateorprovince:massachusetts\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:life_threatening_illnesses\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:beans\nconcept:invertebrate:cranes\tconcept:animalistypeofanimal\tconcept:animal:birds003\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:air_emissions\nconcept:sportsteam:chelsea\tconcept:organizationhiredperson\tconcept:personmexico:luiz_felipe_scolari\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:leafminers\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:italy\tconcept:agentcontrols\tconcept:personeurope:alessandro_del_piero\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:cuyahoga_community_college\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:governmentorganization:results\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_molecules\nconcept:coach:bill_herrion\tconcept:personbelongstoorganization\tconcept:sportsteam:east_carolina\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:sacramento_state\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:todd_bowles\nconcept:insect:wasps\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:illini\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:cottonseed\nconcept:newspaper:daily\tconcept:competeswith\tconcept:newspaper:daily_mirror\nconcept:coach:marc_iavaroni\tconcept:coachesinleague\tconcept:sportsleague:nba\nconcept:insect:hoverflies\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:coach:cowher\tconcept:coachesteam\tconcept:sportsteam:steelers\nconcept:radiostation:huntsville\tconcept:proxyfor\tconcept:newspaper:alabama\nconcept:chemical:hydrocarbons\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:aids_epidemic\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:grizzly_bears\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:governmentorganization:directory\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:leafs\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:river:nile\tconcept:riveremptiesintoriver\tconcept:river:euphrates_river\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:invertebrate:spider\tconcept:animalistypeofanimal\tconcept:arthropod:recluse\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:personcanada:products\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:bulgur_wheat\nconcept:insect:bumblebees\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:personeurope:margaret_atwood\tconcept:agentcreated\tconcept:book:the_handmaid_s_tale\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:warthogs\nconcept:insect:gnats\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:city:edmonton\tconcept:cityliesonriver\tconcept:river:north_saskatchewan\nconcept:mammal:donkeys\tconcept:animalistypeofanimal\tconcept:mammal:farm_animals\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:production\nconcept:invertebrate:possums\tconcept:animalistypeofanimal\tconcept:insect:pests\nconcept:sportsteam:sacramento_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:personcanada:products\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:crustacean:crab_cakes\tconcept:arthropodcalledarthropod\tconcept:arthropod:seafood\nconcept:mammal:lion\tconcept:mammalsuchasmammal\tconcept:mammal:black_bear\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:methanol\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alaska_fairbanks_nanooks\nconcept:stateorprovince:michigan\tconcept:organizationhiredperson\tconcept:politicianus:john_engler\nconcept:sportsteam:san_diego_padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:chemical:sulphur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:insect:insect_larvae\nconcept:mammal:predators\tconcept:animalsuchasinsect\tconcept:insect:ants\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:mlauthor:research\nconcept:country:sudan\tconcept:countryalsoknownas\tconcept:country:democratic_republic_of_congo\nconcept:sportsteam:southeast_missouri_state_redhawks\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:tradeunion:comments\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:mosquitoes\nconcept:chemical:ammonia\tconcept:chemicalistypeofchemical\tconcept:chemical:urea\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:a_c__milan\nconcept:person:michael002\tconcept:persongraduatedschool\tconcept:university:law_school\nconcept:bird:black_widow\tconcept:animalistypeofanimal\tconcept:arthropod:spiders\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:canucks\nconcept:insect:small_insects\tconcept:animalsuchasinsect\tconcept:insect:flies\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:whiteflies\nconcept:mammal:leopard\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:human_immunodeficiency_virus\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:expensive_water\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:cotton\nconcept:mammal:wolverines\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:maine_black_bears\nconcept:insect:aphids\tconcept:invertebratefeedonfood\tconcept:plant:plants\nconcept:mollusk:phrases\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:mammal:farm_animals\tconcept:animalpreyson\tconcept:mammal:sheep_\nconcept:company:priority\tconcept:competeswith\tconcept:bank:usps\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:insect:insects\tconcept:animaleatfood\tconcept:food:spores\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:coach:doc_rivers\tconcept:worksfor\tconcept:sportsteam:boston_celtics\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:auburn_tigers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_college\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:fish:billfish\tconcept:animalsuchasfish\tconcept:fish:pelagics\nconcept:mammal:tigers\tconcept:specializationof\tconcept:mammal:wild_animals\nconcept:sportsteam:toledo_rockets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personus:jobs\tconcept:persongraduatedschool\tconcept:university:college\nconcept:company:british_broadcasting_corp_\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:person:montgomery\tconcept:personhasjobposition\tconcept:jobposition:director_of_special_events_and_operations\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:autism_spectrum_disorders\nconcept:sportsteam:italy\tconcept:agentcontrols\tconcept:personmexico:alberto_gilardino\nconcept:newspaper:boston_globe\tconcept:subpartoforganization\tconcept:website:new_york_times\nconcept:coach:philip_rivers\tconcept:athleteplayssport\tconcept:sport:football\nconcept:mammal:predators\tconcept:agentparticipatedinevent\tconcept:sportsgame:games\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:marshall_thundering_herd\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:florida_state\nconcept:sportsteam:james_madison_dukes\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:new_york_mets\tconcept:teamwontrophy\tconcept:awardtrophytournament:nl_east\nconcept:sportsteam:harvard_divinity_school\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:person:sherman\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:insect:beneficial_insects\tconcept:arthropodcalledarthropod\tconcept:insect:lacewings\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:systems\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:fruit:soyabean\nconcept:sportsteam:a_c__milan\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool\nconcept:city:mn\tconcept:atlocation\tconcept:city:saint_paul\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:pengrowth_saddledome\nconcept:food:oil\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:food:soy\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:silica\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:add\nconcept:stadiumoreventvenue:viejas_arena\tconcept:atlocation\tconcept:city:san_diego\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:pressure\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:penn_state_nittany_lions\nconcept:insect:insect_pests\tconcept:invertebratefeedonfood\tconcept:plant:plants\nconcept:vertebrate:ruminants\tconcept:animalpreyson\tconcept:mammal:sheep_\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:carotene\nconcept:sportsteam:tampa_bay_rays\tconcept:teamwontrophy\tconcept:awardtrophytournament:n2004_stanley_cup\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:politicalparty:types\nconcept:bank:priority_mail\tconcept:competeswith\tconcept:bank:ups\nconcept:vertebrate:skunks\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:dunn_tire_park\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:insect:jackets\nconcept:animal:head\tconcept:agentcontrols\tconcept:person:anderson\nconcept:insect:ladybugs\tconcept:arthropodandotherarthropod\tconcept:insect:beneficial_insects\nconcept:coach:steve_kragthorpe\tconcept:personbelongstoorganization\tconcept:city:louisville\nconcept:mammal:mountain_goats\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:insect:small_rodents\tconcept:animalistypeofanimal\tconcept:arthropod:prey\nconcept:invertebrate:cattle\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:mammal:big_cats\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:stateorprovince:michigan\tconcept:statehascapital\tconcept:city:lansing\nconcept:personasia:request\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:insect:bumblebees\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:insect:thrips\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:coach:tom_renney\tconcept:worksfor\tconcept:sportsteam:rangers\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:peace\nconcept:fish:pelagics\tconcept:animalsuchasfish\tconcept:fish:marlin\nconcept:country:philippines\tconcept:countrycurrency\tconcept:currency:peso\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:tritium\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:physical_disabilities\nconcept:animal:animals001\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:athlete:ovechkin\tconcept:personbelongstoorganization\tconcept:biotechcompany:caps\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:sugarcane\nconcept:personcanada:style\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:animal:sugar_gliders\tconcept:specializationof\tconcept:mammal:animals\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:personaustralia:paul_hewitt\tconcept:personbelongstoorganization\tconcept:sportsteam:georgia_tech\nconcept:insect:pests\tconcept:invertebratefeedonfood\tconcept:wine:area\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:coach:bill_stewart\tconcept:worksfor\tconcept:city:abc\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:terps\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:colonels\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:beef_cattle\nconcept:chemical:hydrocarbons\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_atlantic_owls\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:heart_problems\nconcept:agriculturalproduct:crops\tconcept:agriculturalproducttoattractinsect\tconcept:insect:honey_bees\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfuric_acid\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rynearson_stadium\nconcept:city:arkansas\tconcept:organizationhiredperson\tconcept:coach:petrino\nconcept:mammal:wild_boars\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:comedian:live\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:george_mason_patriots\nconcept:company:chronicle001\tconcept:competeswith\tconcept:newspaper:daily\nconcept:insect:mosquito_larvae\tconcept:animalsuchasinvertebrate\tconcept:crustacean:shrimp\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:pertussis\nconcept:mammal:sheep\tconcept:mammalsuchasmammal\tconcept:mammal:mountain_lions\nconcept:city:hendersonville\tconcept:subpartof\tconcept:stateorprovince:tennessee\nconcept:sportsteam:pennsylvania_state_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:listings\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:politician:schwartz\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:george_halas\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:lady_bugs\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:scale_insects\nconcept:fish:swordfish\tconcept:animalistypeofanimal\tconcept:fish:tunas\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:automobilemaker:concept\nconcept:bank:ups\tconcept:competeswith\tconcept:company:express\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:friendship\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:spectrum_disorder\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:solvents\nconcept:chemical:air_pollutants\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:termites\nconcept:company:lycos\tconcept:companyeconomicsector\tconcept:economicsector:internet\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:post_traumatic_stress_disorder\nconcept:sportsteam:packers\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_england_patriots\nconcept:sportsteam:chicago_fire\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_england_revolution\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:roosters\nconcept:insect:spider_mites\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:hib\nconcept:journalist:dan\tconcept:persondiedatage\t3\nconcept:mammal:yaks\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:arthropod:arthropods\tconcept:animalsuchasinvertebrate\tconcept:arachnid:scorpions\nconcept:chemical:sulfur_dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:fuel_combustion\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:chemical:ammonia\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:politician:dave_bing\tconcept:worksfor\tconcept:county:detroit\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:male:notre_dame\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:food:soy\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:shrimps\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:lake_trout\nconcept:insect:larva\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:mammal:tigers\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:animal:large_animals\tconcept:animalsuchasfish\tconcept:fish:sharks\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:wasps\nconcept:city:jackson\tconcept:proxyfor\tconcept:newspaper:alabama\nconcept:sportsteam:sacred_heart_pioneers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:calgary_flames\nconcept:mammal:cheetah\tconcept:mammalsuchasmammal\tconcept:mammal:leopard\nconcept:sportsteam:minnesota_wilds\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:company:express\tconcept:agentcompeteswithagent\tconcept:city:daily\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:lice\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen_content\nconcept:sportsteam:horned_frogs\tconcept:teamplayssport\tconcept:sport:football\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:molecule\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:commercial_water\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:coach:chan_gailey\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:citric_acid\nconcept:bank:international_priority_mail\tconcept:competeswith\tconcept:company:express\nconcept:chemical:hydrocarbon\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:developmental_disabilities\nconcept:crustacean:mollusks\tconcept:animalsuchasinvertebrate\tconcept:arthropod:clams\nconcept:mammal:caribou\tconcept:mammalsuchasmammal\tconcept:mammal:sheep\nconcept:country:kosovo\tconcept:countryalsoknownas\tconcept:country:bosnia_herzegovina\nconcept:mammal:gazelles\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:autozone_park\nconcept:chemical:flue_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_bruins\nconcept:crustacean:shrimp\tconcept:arthropodandotherarthropod\tconcept:arthropod:arthropods\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:celebrity:feed\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:crustacean:lobster\tconcept:arthropodcalledarthropod\tconcept:crustacean:crayfish\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:cockroaches\nconcept:coach:j_d__brookhart\tconcept:worksfor\tconcept:sportsteam:akron_pros\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:tags\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:springbok\nconcept:country:belgium\tconcept:mutualproxyfor\tconcept:visualizablescene:brussels\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:hoverflies\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:chemical:biodiesel\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__kings\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:stateorprovince:wyoming\tconcept:mutualproxyfor\tconcept:city:laramie\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:metrodome\nconcept:visualizablething:salts\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:politicianus:rodham_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:mammal:lions\tconcept:animalistypeofanimal\tconcept:animal:carnivores\nconcept:company:express\tconcept:competeswith\tconcept:bank:express_mail\nconcept:food:oils\tconcept:agriculturalproducttoattractinsect\tconcept:insect:insects\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:moth\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:cockroaches\nconcept:university:kentucky\tconcept:mutualproxyfor\tconcept:radiostation:bowling_green\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:moisture\nconcept:bank:usps\tconcept:competeswith\tconcept:bank:ups\nconcept:invertebrate:cattle\tconcept:agentcompeteswithagent\tconcept:comedian:domestic_animals\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:children\nconcept:sportsteam:baltimore_colts\tconcept:teamalsoknownas\tconcept:sportsteam:colts\nconcept:city:orlando\tconcept:proxyfor\tconcept:stadiumoreventvenue:bob_carr_performing_arts_centre\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:squids\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:mammal:rats\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:autism\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:belarus\nconcept:sportsteam:texas_christian_university\tconcept:organizationhiredperson\tconcept:coach:gary_patterson\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:mike_shula\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:item:bleach\nconc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nconcept:invertebrate:larvae\tconcept:invertebratefeedonfood\tconcept:plant:stem\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:butterfly\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:afc_north\nconcept:politician:obama\tconcept:persongraduatedfromuniversity\tconcept:university:harvard_university\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:arthropod:arthropods\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:toxic_fumes\nconcept:arthropod:lice\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:chemical:air_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:stadiumoreventvenue:pier_six_concert_pavilion\tconcept:atlocation\tconcept:city:baltimore\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:water_vapor\nconcept:coach:skip_holtz\tconcept:worksfor\tconcept:sportsteam:east_carolina\nconcept:mammal:elephants\tconcept:animalistypeofanimal\tconcept:animal:large_animals\nconcept:stadiumoreventvenue:lp_field\tconcept:stadiumlocatedincity\tconcept:city:nashville\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:celebrity:feed\nconcept:arachnid:brown_recluse_spider\tconcept:arthropodandotherarthropod\tconcept:arthropod:spiders\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:animal:animals001\tconcept:animalistypeofanimal\tconcept:insect:termites\nconcept:chemical:sulfate\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:oman\nconcept:airport:rinas\tconcept:buildinglocatedincity\tconcept:city:tirana\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:hallwayitem:vacuum\nconcept:city:ann_arbor\tconcept:citylocatedinstate\tconcept:stateorprovince:mi\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:northern_arizona_lumberjacks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:worcester\tconcept:proxyfor\tconcept:stateorprovince:massachusetts\nconcept:mammal:eland\tconcept:animalistypeofanimal\tconcept:mammal:antelopes\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:leafhoppers\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:bloodworms\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:pnc_park\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politician:guiliani\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:depression\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:arthropod:prey\nconcept:sportsteam:florida_state_university\tconcept:teamplayssport\tconcept:sport:football\nconcept:insect:parasitoids\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:politician:james\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:radiostation:cleveland\tconcept:mutualproxyfor\tconcept:politicianus:carl_b__stokes\nconcept:sportsteam:cameron_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:disorder_need\nconcept:invertebrate:egrets\tconcept:animalpreyson\tconcept:animal:birds003\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:televisionshow:pure_water\nconcept:sportsteam:new_york_giants\tconcept:teamalsoknownas\tconcept:sportsteam:bills\nconcept:crustacean:mollusks\tconcept:animalistypeofanimal\tconcept:animal:invertebrates\nconcept:person:anderson\tconcept:persongraduatedfromuniversity\tconcept:university:high_school\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:allergy\nconcept:city:greenville\tconcept:citylocatedinstate\tconcept:stateorprovince:south_carolina\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:minnesota_wilds\tconcept:agentcollaborateswithagent\tconcept:athlete:niklas_backstrom\nconcept:visualizablething:urine\tconcept:thinghascolor\tconcept:color:yellow\nconcept:coach:spagnuolo\tconcept:personbelongstoorganization\tconcept:sportsleague:new\nconcept:bird:raptors\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:chemical:sulfates\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:wolverines\nconcept:coach:paul_rhoads\tconcept:coachesteam\tconcept:sportsteam:iowa_state\nconcept:sportsequipment:balls\tconcept:synonymfor\tconcept:visualizablething:tar\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:insect:white_flies\nconcept:mammal:zebras\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:new_york_giants\tconcept:teamplay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achnid:scorpions\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:university_stadium\nconcept:stateorprovince:south_carolina\tconcept:organizationhiredperson\tconcept:coach:dave_odom\nconcept:company:sun\tconcept:competeswith\tconcept:newspaper:daily\nconcept:athlete:mike_smith\tconcept:coachesteam\tconcept:sportsteam:falcons\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:mantis\nconcept:insect:flies\tconcept:animalsuchasinsect\tconcept:insect:gnats\nconcept:personus:jeremiah_wright\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:arthropod:mantis\nconcept:sportsteam:butler_bulldogs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:middle_tennessee_state_blue_raiders\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:animal:locusts\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:arthropod:no_see_ums\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:arthropod:insect_pollinators\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:crustacean:frozen_foods\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:behavior_problems\nconcept:insect:bug\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:sportsteam:rangers\tconcept:teamwontrophy\tconcept:awardtrophytournament:stanley_cup\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:seizures\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:leukaemia\nconcept:sportsteam:oregon_state_beavers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:wisconsin_milwaukee_panthers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:diseases\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:nationals_park\nconcept:sport:football\tconcept:sportfansincountry\tconcept:country:sweden\nconcept:chemical:acid_rain\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:plant:orchids\tconcept:plantrepresentemotion\tconcept:emotion:passion\nconcept:agriculturalproduct:cereals\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:millet\nconcept:mlauthor:web_search\tconcept:agentcompeteswithagent\tconcept:company:lycos\nconcept:mammal:lions\tconcept:animalpreyson\tconcept:mammal:wild_animals\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:country:romania\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:gazelles\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:physiologicalcondition:handicaps\nconcept:sportsteam:florida_marlins\tconcept:teamplaysincity\tconcept:city:miami\nconcept:stadiumoreventvenue:bridgestone_arena\tconcept:stadiumlocatedincity\tconcept:city:nashville\nconcept:personus:tiger_woods\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:bank:fed_ex\tconcept:competeswith\tconcept:company:express\nconcept:sportsteam:new_york_giants\tconcept:teamwontrophy\tconcept:awardtrophytournament:superbowl\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:insect:ants\tconcept:animalpreyson\tconcept:insect:small_insects\nconcept:sportsteam:maine_black_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:idaho_state_bengals\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:mantids\nconcept:city:orleans\tconcept:cityliesonriver\tconcept:river:loire\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:uconn\nconcept:coach:marc_iavaroni\tconcept:worksfor\tconcept:sportsteam:memphis_grizzlies\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wright_state_raiders\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_matter\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:biotechcompany:apple\tconcept:organizationterminatedperson\tconcept:ceo:tim_cook\nconcept:sportsteam:baltimore_colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:invertebrate:cattle\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:invertebrate:molluscs\tconcept:animalsuchasinvertebrate\tconcept:arthropod:invertebrates\nconcept:agriculturalproduct:berries\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:mountains\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:criminal:web_sites\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:sunfish\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:insect:ground_beetles\nconcept:insect:widow_spiders\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentcompeteswithagent\tconcept:sportsteam:steelers\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamwontrophy\tconcept:awardtrophytournament:league_title\nconcept:coach:san_antonio_spurs\tconcept:agentbelongstoorganization\tconcept:sportsleague:nba\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:agriculturalproduct:oysters\nconcept:animal:birds003\tconcept:agentcompeteswithagent\tconcept:journalist:eagles\nconcept:chemical:oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:insect:goggle\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:tucson_electric_park\nconcept:museum:franklin\tconcept:proxyfor\tconcept:weatherphenomenon:tennessee\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:ants\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:mammal:tigers\tconcept:mammalsuchasmammal\tconcept:mammal:elephants\nconcept:insect:mosquitoes\tconcept:arthropodandotherarthropod\tconcept:arthropod:arthropods\nconcept:automobilemaker:information\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:fumes\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:newspaper:tribune\tconcept:agentcompeteswithagent\tconcept:website:new_york_times\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:clams\nconcept:sportsteam:steelers\tconcept:teamwontrophy\tconcept:awardtrophytournament:super_bowl_xliii\nconcept:chemical:toxic_fumes\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:mammal:cougars\tconcept:animalistypeofanimal\tconcept:animal:large_predators\nconcept:sportsteam:chelsea_football_club\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_university\nconcept:country:republic\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:european_nations\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:arthropod:calamari\nconcept:animal:mantises\tconcept:animalsuchasinvertebrate\tconcept:insect:insects\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:pollinators\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:ballpark_in_arlington\nconcept:sport:golf\tconcept:sportschoolincountry\tconcept:country:taiwan\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:sport:golf\tconcept:sportschoolincountry\tconcept:country:germany\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:chemical:hydrogen_chloride\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:crustacean:lobster\tconcept:arthropodcalledarthropod\tconcept:crustacean:langostino\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:canines\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:butterfly\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:beverage:cab\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:house_pets\nconcept:fish:large_fish\tconcept:animalsuchasfish\tconcept:fish:skate\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:country:tanzania\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:mammal:mice\tconcept:animalistypeofanimal\tconcept:mammal:small_animals\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:kansas_city_royals\nconcept:city:new_york\tconcept:proxyfor\tconcept:stadiumoreventvenue:hammerstein_ballroom\nconcept:sport:baseball\tconcept:sportfansincountry\tconcept:country:germany\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:particulates\nconcept:mammal:sheep\tconcept:animalistypeofanimal\tconcept:vertebrate:ruminants\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:fish:fishes\tconcept:animaleatfood\tconcept:food:worm\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:obsessive_compulsive_disorder\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:edison_field\nconcept:politicianus:president_bush\tconcept:politicianholdsoffice\tconcept:politicaloffice:senator\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:hope\nconcept:newspaper:tribune\tconcept:agentcollaborateswithagent\tconcept:ceo:sam_zell\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:ceo:site_usage\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:portable_water\nconcept:agriculturalproduct:varieties\tconcept:agriculturalproducttoattractinsect\tconcept:insect:insects\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:fungus_gnats\nconcept:city:silver_spring\tconcept:atlocation\tconcept:stateorprovince:maryland\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:inert_gas\nconcept:insect:midges\tconcept:animalsuchasinsect\tconcept:insect:flies\nconcept:coach:reggie_theus\tconcept:coachesteam\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:o_s\tconcept:organizationhiredperson\tconcept:coach:doc_holliday\nconcept:sportsteam:jacksonville_state_gamecocks\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:creditunion:michigan\tconcept:mutualproxyfor\tconcept:musicalbum:holland\nconcept:geometricshape:right\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:schoellkopf_field\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_crew\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:blackflies\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:prairies\nconcept:fish:albacore\tconcept:animalistypeofanimal\tconcept:fish:tunas\nconcept:mammal:grizzly_bears\tconcept:animaleatfood\tconcept:food:vegetation\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:criteria_pollutants\nconcept:sportsteam:eastern_illinois_panthers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:arthropod:rotifers\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:creditunion:michigan\tconcept:mutualproxyfor\tconcept:radiostation:flint\nconcept:mammal:ponies\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:sportsteam:akron_zips\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:kent_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:stateorprovince:maine\tconcept:statehascapital\tconcept:city:augusta\nconcept:coach:dennis_franchione\tconcept:coachesteam\tconcept:sportsteam:texas_a_m\nconcept:mammal:small_animals\tconcept:animalpreyson\tconcept:mammal:ferrets\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:thanks\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:hyperactivity\nconcept:comedian:image\tconcept:agentcreated\tconcept:book:print\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_hurricanes\nconcept:chemical:diesel_exhaust\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:elephants\nconcept:sportsteam:northern_arizona\tconcept:synonymfor\tconcept:sportsteam:state_university\nconcept:city:charleroi\tconcept:locationlocatedwithinlocation\tconcept:country:belgium\nconcept:politicianus:miller\tconcept:persongraduatedfromuniversity\tconcept:university:high_school\nconcept:arthropod:secondary_pests\tconcept:arthropodandotherarthropod\tconcept:arachnid:mites\nconcept:insect:beneficial_insects\tconcept:animalthatfeedoninsect\tconcept:insect:lacewings\nconcept:insect:insects\tconcept:animalpreyson\tconcept:mammal:small_animals\nconcept:coach:ed_orgeron\tconcept:worksfor\tconcept:stateorprovince:ole_miss\nconcept:biotechcompany:apple\tconcept:agentinvolvedwithitem\tconcept:software:quicktime_player\nconcept:sportsteam:northern_colorado_bears\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:bank:ups_air\tconcept:competeswith\tconcept:company:express\nconcept:mammal:marmots\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:person:ryan_church\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:reindeer\nconcept:mammal:lions\tconcept:mammalsuchasmammal\tconcept:mammal:elephant\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gas_emissions\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:camels\nconcept:creditunion:wisconsin\tconcept:organizationhiredperson\tconcept:coach:dick_bennett\nconcept:insect:honey_bees\tconcept:invertebratefeedonfood\tconcept:beverage:nectar\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:arthropod:pollinators\nconcept:chemical:soot\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:oats\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:chemical:fats\nconcept:agriculturalproduct:butter\tconcept:agriculturalproductcutintogeometricshape\tconcept:geometricshape:dice\nconcept:mammal:lions\tconcept:mammalsuchasmammal\tconcept:mammal:zebra\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:vertebrate:koalas\nconcept:sportsteam:bruins\tconcept:teamalsoknownas\tconcept:sportsteam:ucla\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:photos\nconcept:bird:pheasants\tconcept:animalistypeofanimal\tconcept:bird:upland_game_birds\nconcept:city:tirana\tconcept:proxyfor\tconcept:country:albania\nconcept:sportsteam:kennesaw_state_owls\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:athlete:vinny_del_negro\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:arthropod:spiders\tconcept:synonymfor\tconcept:arachnid:brown_recluse\nconcept:stadiumoreventvenue:joe_louis_arena\tconcept:stadiumlocatedincity\tconcept:city:detroit\nconcept:bird:herons\tconcept:animalistypeofanimal\tconcept:bird:shorebirds\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:angel_stadium\nconcept:invertebrate:leeches\tconcept:invertebratefeedonfood\tconcept:fungus:blood\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:winston_salem_state_rams\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:black_flies\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:grains\nconcept:sportsteam:miami_dolphins\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_england_patriots\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:senate\nconcept:country:slovakia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:madagascar\tconcept:countrycurrency\tconcept:currency:ariary\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:eagles\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamwontrophy\tconcept:awardtrophytournament:n2004_stanley_cup\nconcept:city:baltimore\tconcept:proxyfor\tconcept:stadiumoreventvenue:pier_six_concert_pavilion\nconcept:crustacean:mollusks\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:wine:pinot_gris\tconcept:beveragemadefrombeverage\tconcept:wine:pinot\nconcept:invertebrate:larvae\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:personaustralia:smith\nconcept:sportsteam:chicago_fire\tconcept:teamplaysagainstteam\tconcept:sportsteam:sporting_kansas_city\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:golden_bears\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:tony_dungy\nconcept:sportsteam:colorado_avalanche\tconcept:organizationhiredperson\tconcept:coach:joel_quenneville\nconcept:sportsteam:toronto_fc\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_fire\nconcept:mammal:canines\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:crustacean:topic\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:pressure\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:animal:deer001\tconcept:agentcompeteswithagent\tconcept:animal:animals001\nconcept:mammal:lion\tconcept:mammalsuchasmammal\tconcept:mammal:fox\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:scale\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:arthropod:arthropods\tconcept:animalthatfeedoninsect\tconcept:insect:mosquitoes\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:beans\nconcept:chemical:particulates\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:person:sherman\tconcept:personborninlocation\tconcept:county:york_city\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:mediatype:irrigation\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:tennessee\nconcept:sportsteam:texas_christian_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:byu_hawaii\nconcept:invertebrate:cranes\tconcept:specializationof\tconcept:animal:birds003\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:wine:sauvignon_blanc\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:ivory_coast\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:sportsteam:mississippi_state_university\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:utah_jazz\nconcept:city:great_falls\tconcept:proxyfor\tconcept:stateorprovince:montana\nconcept:insect:honeybees\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:person:jackson001\tconcept:personchargedwithcrime\tconcept:crimeorcharge:child_molestation\nconcept:city:download\tconcept:agentcreated\tconcept:programminglanguage:contact\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:nittany_lions\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:mental_illness\nconcept:sportsteam:southern_methodist_mustangs\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:person:don_shula\nconcept:sportsteam:southern_illinois\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:newspaper:tribune\tconcept:agentcontrols\tconcept:website:new_york_times_a\nconcept:athlete:lidstrom\tconcept:worksfor\tconcept:sportsteam:red_wings\nconcept:sportsteam:central_michigan_chippewas\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:physiologicalcondition:fatigue\nconcept:sportsteam:new_york_giants_in_super_bowl_xlii\tconcept:teamplaysagainstteam\tconcept:sportsteam:d_backs\nconcept:chemical:oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:biotechcompany:apple\tconcept:agentinvolvedwithitem\tconcept:videogamesystem:macintosh\nconcept:sportsteam:georgetown_hoyas\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:san_jose_state_spartans\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:arthropod:dog\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:birth_defects\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:rubella\nconcept:coach:dan_mullen\tconcept:coachesteam\tconcept:sportsteam:mississippi_state_university\nconcept:sport:football\tconcept:sportschoolincountry\tconcept:country:wales\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:octopuses\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:brain_tumours\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:georgia_tech\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:connecticut_huskies\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_storm\nconcept:sportsteam:virginia_tech\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:insect:mealybugs\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:crustacean:mysis_shrimp\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:rochester_yellow_jackets\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:dioxide\nconcept:newspaper:daily\tconcept:competeswith\tconcept:website:daily_mail\nconcept:sportsteam:boston_celtics\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:td_garden\nconcept:sportsteam:minnesota_vikings\tconcept:teamplayssport\tconcept:sport:football\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:arlington_stadium\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:mealybugs\nconcept:company:priority\tconcept:competeswith\tconcept:bank:ups\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:wasps\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:carnivores\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:formic_acid\nconcept:website:altavista_com\tconcept:agentcompeteswithagent\tconcept:university:search\nconcept:company:lycos\tconcept:agentcompeteswithagent\tconcept:university:search\nconcept:chemical:methanol\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab\nconcept:crustacean:brine_shrimp\tconcept:animalpreyson\tconcept:crustacean:shrimp\nconcept:mammal:rhinoceroses\tconcept:specializationof\tconcept:mammal:animals\nconcept:city:laurel\tconcept:atlocation\tconcept:stateorprovince:maryland\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:republic_of_angola\nconcept:city:laramie\tconcept:citylocatedinstate\tconcept:stateorprovince:wyoming\nconcept:sportsteam:ucla\tconcept:teamplaysagainstteam\tconcept:sportsteam:vols\nconcept:sportsteam:o_s\tconcept:organizationalsoknownas\tconcept:sportsteam:oakland_athletics\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:donkeys\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:creditunion:wisconsin\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbonic_acid\nconcept:insect:hoverflies\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:calgary_flames\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:costa_rica\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:bee\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:magazine:titles\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:passion\nconcept:insect:ants\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:wells_fargo_center_pa\nconcept:mammal:rats\tconcept:animalpreyson\tconcept:mammal:small_animals\nconcept:mammal:wolves\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:nonhuman_primates\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:devils\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:prudential_center_2\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:harmful_chemicals\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:beneficial_insects\nconcept:sportsteam:calgary_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:ukraine\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:charlie_weis\nconcept:sportsteam:weber_state_wildcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:bucknell_bison\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:new_york_giants\tconcept:teamwontrophy\tconcept:awardtrophytournament:division\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:pumpkins\nconcept:country:romania\tconcept:countryalsoknownas\tconcept:country:bosnia_herzegovina\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:happiness\nconcept:sportsteam:xavier_musketeers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:arthropod:cicadas\nconcept:country:republic_of_benin\tconcept:countrylocatedingeopoliticallocation\tconcept:country:western_africa\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:arthropod:chiggers\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:beavers\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:cowher\nconcept:insect:beneficial_insects\tconcept:arthropodcalledarthropod\tconcept:insect:parasitic_wasps\nconcept:wine:sauvignon_blanc\tconcept:beveragemadefrombeverage\tconcept:wine:pinot\nconcept:sportsteam:boston_celtics\tconcept:organizationhiredperson\tconcept:person:allen\nconcept:stadiumoreventvenue:kauffman_stadium\tconcept:stadiumlocatedincity\tconcept:county:kansas_city\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:website:peru\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:bills\nconcept:arachnid:kids\tconcept:animaldevelopdisease\tconcept:disease:conditions\nconcept:coach:marc_iavaroni\tconcept:coachesteam\tconcept:sportsteam:memphis_grizzlies\nconcept:insect:lady_beetles\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:company:arizona\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:university:alabama\tconcept:mutualproxyfor\tconcept:radiostation:tuscaloosa\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:musicartist:rate\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:purity\nconcept:sportsteam:pennsylvania_quakers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:midges\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:honda_center\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:atherosclerosis\nconcept:sportsteam:terps\tconcept:organizationhiredperson\tconcept:celebrity:gary_williams\nconcept:animal:animals001\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:birth_defects\nconcept:sportsleague:nba\tconcept:organizationhiredperson\tconcept:coach:phil_jackson\nconcept:country:scandinavian_countries\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:beneficial_insects\nconcept:mammal:beavers\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:lambs\nconcept:sportsteam:texas_a_m_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:harry_reid\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:mosquito\nconcept:fish:larger_fish\tconcept:animalsuchasfish\tconcept:fish:sea_bass\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:arachnid:mites\tconcept:arthropodandotherarthropod\tconcept:arthropod:secondary_pests\nconcept:sportsteam:colorado_college\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:mammal:wolves\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:minnesota_state_mavericks\nconcept:sportsteam:leafs\tconcept:organizationhiredperson\tconcept:coach:paul_maurice\nconcept:county:johnson_city\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:tennessee\nconcept:stateorprovince:wyoming\tconcept:mutualproxyfor\tconcept:city:jackson\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:cutworms\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:wasps\nconcept:company:ryanair001\tconcept:mutualproxyfor\tconcept:person:john_o_leary\nconcept:chemical:organic_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:lacewings\nconcept:sportsteam:toledo_rockets\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:canucks\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:mammal:elk\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:insect:beneficial_insects\tconcept:arthropodandotherarthropod\tconcept:insect:lacewings\nconcept:coach:tim_murphy\tconcept:worksfor\tconcept:sportsteam:harvard_divinity_school\nconcept:invertebrate:bees\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:siena_saints\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:country:panama\tconcept:countrycurrency\tconcept:currency:dollar\nconcept:chemical:barium\tconcept:chemicalistypeofchemical\tconcept:chemical:metals\nconcept:politicianus:john_kerry\tconcept:politicianholdsoffice\tconcept:politicaloffice:senator\nconcept:agriculturalproduct:fruits\tconcept:agriculturalproductcontainchemical\tconcept:visualizablething:beta_carotene\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:silicon\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen_compounds\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:reindeer\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:eagles\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unlv_runnin_rebels\nconcept:politicianus:hillary_clinton\tconcept:agentcollaborat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portsteam:d_c__united\nconcept:mammal:sheep\tconcept:mammalsuchasmammal\tconcept:mammal:elk\nconcept:biotechcompany:apple\tconcept:agentcollaborateswithagent\tconcept:personus:jobs\nconcept:personus:david_wright\tconcept:agentbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:city:detroit\tconcept:citylocatedinstate\tconcept:stateorprovince:mi\nconcept:sportsteam:army_black_knights\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:city:delhi\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:food:tree_leaves\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:download\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:oregon_ducks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:glass\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:geopoliticallocation:hahn\nconcept:arthropod:widow\tconcept:arthropodcalledarthropod\tconcept:arthropod:spiders\nconcept:insect:whiteflies\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:mongolia\nconcept:sportsteam:ohio_state_buckeyes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:canines\tconcept:mammalsuchasmammal\tconcept:mammal:jackals\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:nittany_lions\nconcept:insect:mosquitoes\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:food:oil\tconcept:agriculturalproductcookedwithagriculturalproduct\tconcept:vegetable:peas\nconcept:agriculturalproduct:grains\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:bran\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:polo_grounds\nconcept:bank:paypal\tconcept:organizationterminatedperson\tconcept:ceo:peter_thiel\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:beauty\nconcept:animal:large_animals\tconcept:animalistypeofanimal\tconcept:agriculturalproduct:goats\nconcept:city:port_huron\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:stateorprovince:wyoming\tconcept:mutualproxyfor\tconcept:city:gillette\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:sharks\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:longwood_lancers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:devils\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:husky_stadium\nconcept:sportsteam:dayton_flyers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oklahoma_state_cowboys\nconcept:personus:jobs\tconcept:personmovedtostateorprovince\tconcept:stateorprovince:maryland\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:cracker_jack_stadium\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:fumes\nconcept:sportsteam:ole_miss\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:chemical:silver\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:mammal:sheep\tconcept:mammalsuchasmammal\tconcept:mammal:caribou\nconcept:politicianus:bill_clinton\tconcept:politicianrepresentslocation\tconcept:landscapefeatures:states\nconcept:city:bozeman\tconcept:proxyfor\tconcept:stateorprovince:montana\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:dust\nconcept:movie:recluse\tconcept:synonymfor\tconcept:product:spider\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:vertebrate:skunks\tconcept:specializationof\tconcept:mammal:animals\nconcept:sportsteam:colorado_state\tconcept:organizationhiredperson\tconcept:coach:sonny_lubick\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:wine:pinot_gris\nconcept:sportsteam:texas_christian_university\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:pesticides\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:mozambique\nconcept:athlete:rick_pitino\tconcept:athleteplaysforteam\tconcept:sportsteam:boston_celtics\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:reagents\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur_compounds\nconcept:city:kalispell\tconcept:proxyfor\tconcept:stateorprovince:montana\nconcept:sportsteam:jaguars\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:sportsteam:l_a__kings\tconcept:subpartoforganization\tconcept:sportsleague:nba\nconcept:coach:philip_rivers\tconcept:worksfor\tconcept:stateorprovince:tennessee\nconcept:sportsteam:new_mexico_lobos\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:northwestern_university\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:uplands\nconcept:insect:scale\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:animal:animals001\tconcept:animalistypeofanimal\tconcept:invertebrate:hedgehogs\nconcept:sportsteam:florida_atlantic_owls\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:mosquito_larvae\tconcept:animalpreyson\tconcept:crustacean:shrimp\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:county:traverse_city\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:moth\nconcept:sportsteam:san_jose_sharks\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:animal:stoats\tconcept:animalistypeofanimal\tconcept:insect:pests\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:tumors\nconcept:company:post\tconcept:competeswith\tconcept:company:fox\nconcept:insect:spider_mites\tconcept:invertebratefeedonfood\tconcept:plant:plants\nconcept:arthropod:mantis\tconcept:animalthatfeedoninsect\tconcept:insect:grasshopper\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:atoms\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:albany_great_danes\nconcept:chemical:organic_compounds\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sportsteam:liverpool\tconcept:teamplayssport\tconcept:sport:football\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:personmexico:carlos_santana001\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:memphis_tigers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:saint_louis_billikens\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:wastes\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:fever\nconcept:mammal:wild_animals\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:animal:seals001\tconcept:animalpreyson\tconcept:invertebrate:marine_mammals\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:oxides\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:sympathy\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:country:botswana\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:spider_mites\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:condiment:relish\nconcept:model:ads\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:terminal_illness\nconcept:bank:fed_ex\tconcept:competeswith\tconcept:company:priority\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:rockies\nconcept:insect:cockroaches\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:wine:area\tconcept:objectpartofobject\tconcept:nut:wheel\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arachnid:brown_recluse_spider\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:fuel_plants\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:marriage\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:green_lacewings\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:mauritania\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:plastics\nconcept:politicalparty:types\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:animal:animals001\tconcept:specializationof\tconcept:animal:birds003\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:analysis\nconcept:coach:kragthorpe\tconcept:worksfor\tconcept:city:louisville\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:language_impairments\nconcept:sportsteam:kent_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country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ept:agentactsinlocation\tconcept:beach:scranton_pennsylvania\nconcept:newspaper:independent\tconcept:competeswith\tconcept:newspaper:daily\nconcept:mammal:mules\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:brooklyn_dodgers\nconcept:chemical:silica\tconcept:chemicalistypeofchemical\tconcept:chemical:minerals\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:marlins\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:penn_state\nconcept:mammal:farm_animals\tconcept:animalistypeofanimal\tconcept:mammal:sheep\nconcept:stateorprovince:ole_miss\tconcept:organizationhiredperson\tconcept:coach:houston_nutt\nconcept:insect:pests\tconcept:animalpreyson\tconcept:mammal:squirrels\nconcept:animal:wild_rabbits\tconcept:agentcompeteswithagent\tconcept:animal:animals001\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:city:internet\nconcept:coach:randy_shannon\tconcept:worksfor\tconcept:county:miami\nconcept:country:bosnia_herzegovina\tconcept:countryalsoknownas\tconcept:country:albania\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:lions\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:vertebrate:panthers\nconcept:sportsteam:man_utd\tconcept:agentcollaborateswithagent\tconcept:person:ronaldo\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:addiction\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:mile_high_stadium\nconcept:city:oak_ridge\tconcept:citylocatedinstate\tconcept:stateorprovince:tennessee\nconcept:company:ryanair001\tconcept:agentactsinlocation\tconcept:city:nimes\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:arthropod:pollinators\tconcept:arthropodandotherarthropod\tconcept:insect:beneficial_insects\nconcept:mammal:predators\tconcept:animalsuchasfish\tconcept:fish:large_fish\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:cowpeas\nconcept:country:united_arab_emirates\tconcept:countrylocatedingeopoliticallocation\tconcept:country:middle\nconcept:insect:houseflies\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:wine:syrah\tconcept:beveragemadefrombeverage\tconcept:wine:pinot\nconcept:wine:blend\tconcept:beveragemadefrombeverage\tconcept:wine:syrah\nconcept:city:baltimore\tconcept:proxyfor\tconcept:stadiumoreventvenue:n1st_mariner_arena\nconcept:company:express\tconcept:competeswith\tconcept:bank:global_priority\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:crustacean:shellfish\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:high_functioning_autism\nconcept:city:rockville\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:maryland\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:penn_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:mississippi_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:athlete:butch_davis\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:rosenblatt_stadium\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:beetle\nconcept:agriculturalproduct:oysters\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:missouri_western_state_griffons\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:animals001\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:south_florida_bulls\nconcept:sportsteam:bolton_wanderers\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_united\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:senators_john_mccain\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:tigers\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:aphids\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:penn_state\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ben_hill_griffin_stadium\nconcept:sportsteam:illinois_fighting_illini\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:falcons\tconcept:agentcollaborateswithagent\tconcept:athlete:matt_ryan\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:austin_peay_governors\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizablething:domestic_water\nconcept:radiostation:flint\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:coach:barry_melrose\tconcept:worksfor\tconcept:sportsteam:tampa_bay_lightning\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:silverfish\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:pandas\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:agent:world\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:florida_state\tconcept:teamplaysincity\tconcept:city:tallahassee\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:beverage:industrial_air\nconcept:sportsteam:duke_blue_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:sportsteam:memphis_grizzlies\tconcept:agentactsinlocation\tconcept:hospital:memphis\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:long_tongued_bees\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:gas_emissions\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:grambling_tigers\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:smu_mustangs\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:fruit_flies\nconcept:agent:project\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:carbonate\nconcept:sportsteam:sacramento_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:conditions\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:sulphuric_acid\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kent_state\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:michigan_technological_university\nconcept:sportsteam:buffalo_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:long_tongued_bees\tconcept:invertebratefeedonfood\tconcept:beverage:nectar\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:gratitude\nconcept:sportsteam:florida_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:sportsteam:miami_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:company:express\tconcept:competeswith\tconcept:bank:usps\nconcept:mammal:horse\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:fish:tuna\tconcept:fishservedwithfood\tconcept:agriculturalproduct:steaks\nconcept:mammal:animals\tconcept:animaleatfood\tconcept:nut:edible_nuts\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_john_moores_university\nconcept:chemical:emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:invertebrate:possums\tconcept:specializationof\tconcept:animal:animals001\nconcept:newspaper:independent\tconcept:newspaperincity\tconcept:city:new_york\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:politicsblog:guardian\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:country:republic_of_seychelles\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:sportsteam:chicago_bulls\tconcept:organizationhiredperson\tconcept:coach:scott_stiles\nconcept:biotechcompany:apple\tconcept:producesproduct\tconcept:product:macbook_pro\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:elk\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:nittany_lions\nconcept:mollusk:vermin\tconcept:animalpreyson\tconcept:animal:mice001\nconcept:sportsteam:emory_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:pervasive_developmental_disorders\nconcept:animal:animals001\tconcept:animalistypeofanimal\tconcept:animal:moles001\nconcept:athlete:herman_edwards\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:arrowhead_stadium\nconcept:mammal:wolf\tconcept:mammalsuchasmammal\tconcept:mammal:lion\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:animal:deer001\nconcept:mammal:beavers\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:elaborate_water\nconcept:city:memphis\tconcept:cityliesonriver\tconcept:river:nile\nconcept:country:armenia\tconcept:countrycurrency\tconcept:currency:dram\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:bank:dhl\tconcept:competeswith\tconcept:company:express\nconcept:fruit:grapes\tconcept:agriculturalproductcontainchemical\tconcept:chemical:antioxidants\nconcept:insect:ants\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:city:sumter\tconcept:proxyfor\tconcept:stateorprovince:south_carolina\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:methane_levels\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:life_limiting_conditions\nconcept:animal:head\tconcept:agentcontrols\tconcept:person:perry\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:parasitoids\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:dundee_united\nconcept:chemical:glass\tconcept:chemicalistypeofchemical\tconcept:chemical:silicon\nconcept:athlete:rick_pitino\tconcept:coachesteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:east_carolina\tconcept:agentactsinlocation\tconcept:beach:greenville\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:city:nashville\tconcept:proxyfor\tconcept:stadiumoreventvenue:sommet_center\nconcept:person:red_auerbach\tconcept:worksfor\tconcept:sportsteam:boston_celtics\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgia_state\nconcept:arthropod:crustaceans\tconcept:arthropodcalledarthropod\tconcept:crustacean:lobster\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:gnats\nconcept:chemical:matter\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:mammal:yaks\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:insect:cockroaches\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:mammal:feral_cats\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:james_madison_dukes\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:borers\nconcept:fish:large_fish\tconcept:animalsuchasfish\tconcept:fish:wahoo\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:hepatitis\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:insect:insects\tconcept:arthropodandotherarthropod\tconcept:insect:moths\nconcept:politicsblog:guardian\tconcept:competeswith\tconcept:newspaper:daily\nconcept:sportsteam:delaware_state_hornets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:charlotte_bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen_oxides\nconcept:crustacean:copepods\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:oxide\nconcept:sportsteam:byu\tconcept:teamplaysincity\tconcept:city:provo\nconcept:sportsteam:new_orleans_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:disorder\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:smallpox\nconcept:crustacean:decapods\tconcept:agentcompeteswithagent\tconcept:crustacean:shrimp\nconcept:coach:paul_maurice\tconcept:coachwontrophy\tconcept:awardtrophytournament:stanley_cup\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:methylene_chloride\nconcept:insect:aphids\tconcept:invertebratefeedonfood\tconcept:plant:roses\nconcept:bank:usps\tconcept:competeswith\tconcept:company:express\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen_oxide\nconcept:coach:glen_hanlon\tconcept:coachesteam\tconcept:sportsteam:capitals\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:rhinos\nconcept:athlete:lidstrom\tconcept:athleteledsportsteam\tconcept:sportsteam:red_wings\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:white_flies\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:sandflies\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:reds\nconcept:sportsteam:atlanta_thrashers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:philips_arena\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:sportsteam:titans\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:lp_field\nconcept:sportsteam:stephen_f_austin_lumberjacks\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:dystonia\nconcept:stadiumoreventvenue:minute_maid_park\tconcept:stadiumlocatedincity\tconcept:city:houston\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:muffet_mcgraw\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:green_fields\nconcept:sportsteam:vols\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:coach:bob_huggins\tconcept:worksfor\tconcept:university:kansas_state\nconcept:sportsleague:rss\tconcept:agentcompeteswithagent\tconcept:university:search\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:radiostation:cleveland\tconcept:proxyfor\tconcept:weatherphenomenon:tennessee\nconcept:sportsteam:houston_dynamo\tconcept:teamplaysagainstteam\tconcept:sportsteam:revolution\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:cleveland_browns\nconcept:fish:sharks\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:wasps\nconcept:insect:honey_bees\tconcept:animalistypeofanimal\tconcept:animal:social_insects\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:new_mexico_state_aggies\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:fresno_state_bulldogs\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:city:louisville\tconcept:organizationhiredperson\tconcept:coach:charlie_strong\nconcept:mammal:impala\tconcept:animalistypeofanimal\tconcept:mammal:antelopes\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:geopoliticallocation:manchester_city\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:maryland\nconcept:sportsteam:oklahoma_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskers\nconcept:city:sabres\tconcept:subpartof\tconcept:sportsleague:nhl\nconcept:country:papua_new_guinea\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:ladybirds\tconcept:animalpreyson\tconcept:insect:insects\nconcept:agriculturalproduct:cereals\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:vegetable:wheat\nconcept:insect:bed_bugs\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:stateorprovince:maryland\tconcept:mutualproxyfor\tconcept:city:laurel\nconcept:city:houston\tconcept:citylocatedinstate\tconcept:stateorprovince:tx\nconcept:chemical:absorbents\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:bulgaria\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:tar_heels\nconcept:biotechcompany:apple\tconcept:agentinvolvedwithitem\tconcept:bedroomitem:touch\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:horse\nconcept:chemical:greenhouse_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:coach:al_arbour\tconcept:worksfor\tconcept:sportsteam:san_jose_sharks\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:skyhawks\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:communication_disorders\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:sickle_cell_anemia\nconcept:mammal:stray_dogs\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:duke_blue_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen_molecules\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:particulates\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab_cakes\nconcept:crustacean:daphnia\tconcept:arthropodandotherarthropod\tconcept:arthropod:water_fleas\nconcept:sportsteam:marlins\tconcept:teamwontrophy\tconcept:awardtrophytournament:n2003_world_series\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:notre_dame\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:nitric_acid\nconcept:coach:mike_price\tconcept:personbelongstoorganization\tconcept:university:alabama\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_pollutants\nconcept:tableitem:usb\tconcept:synonymfor\tconcept:physicalaction:live\nconcept:governmentorganization:payment\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:illini\nconcept:insect:honey_bees\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:insect:mosquitoes\tconcept:arthropodandotherarthropod\tconcept:insect:flies\nconcept:agent:linux\tconcept:synonymfor\tconcept:clothing:fedora\nconcept:sportsteam:arkansas_pine_bluff_golden_lions\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:georgetown_hoyas\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:company:charleston\tconcept:subpartof\tconcept:company:west_virginia\nconcept:chemical:particulate_matter\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:liverpool\tconcept:teamwontrophy\tconcept:awardtrophytournament:league_title\nconcept:city:battle_creek\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:sportsteam:kent_state\tconcept:teamplayssport\tconcept:sport:football\nconcept:sportsteam:chicago_fire\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_jose_earthquakes\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:jim_zorn\nconcept:country:drc\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:country:aruba\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:insect:insects\tconcept:invertebratefeedonfood\tconcept:nut:leaves\nconcept:arthropod:arthropods\tconcept:arthropodandotherarthropod\tconcept:arthropod:centipedes\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:bumble_bees\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_dioxide_emissions\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:arthropod:bloodworms\tconcept:arthropodandotherarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:new_york_giants_in_super_bowl_xlii\tconcept:teamplaysagainstteam\tconcept:sportsteam:_skins\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:seminoles\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:oregon_state_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:vols\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:insect:borers\tconcept:invertebratefeedonfood\tconcept:legume:bark\nconcept:blog:goats\tconcept:agentcompeteswithagent\tconcept:mollusk:domesticated_animals\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:weevils\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:autistic_spectrum_disorder\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:artemia\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:animal:animals001\tconcept:animalistypeofanimal\tconcept:arachnid:scorpions\nconcept:insect:moths\tconcept:invertebratefeedonfood\tconcept:beverage:nectar\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:metabolic_syndrome\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:landscapefeatures:country_lanes\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:saints\nconcept:sportsteam:seahawks\tconcept:organizationhiredperson\tconcept:coach:jim_zorn\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouses_gases\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politicianus:rodham_clinton\nconcept:fish:pelagics\tconcept:animalsuchasfish\tconcept:fish:billfish\nconcept:fish:tunas\tconcept:animalpreyson\tconcept:fish:yellowfin\nconcept:city:gillette\tconcept:atlocation\tconcept:stateorprovince:wyoming\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:drug:selenium\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:potus_\nconcept:company:express\tconcept:competeswith\tconcept:bank:fed_ex\nconcept:county:miami\tconcept:organizationhiredperson\tconcept:coach:frank_haith\nconcept:sportsteam:unlv_runnin_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:colorado_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:visualizableattribute:state_of_the_art_water\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:squirrels\nconcept:city:silver_spring\tconcept:mutualproxyfor\tconcept:stateorprovince:maryland\nconcept:politicianus:joe_biden\tconcept:politicianholdsoffice\tconcept:politicaloffice:senator\nconcept:insect:honeybees\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:chronic_illness\nconcept:biotechcompany:portugal\tconcept:organizationhiredperson\tconcept:personmexico:luiz_felipe_scolari\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:lacewings\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:mammal:wild_animals\tconcept:animalpreyson\tconcept:mammal:lions\nconcept:mammal:big_cats\tconcept:mammalsuchasmammal\tconcept:mammal:bobcats\nconcept:sportsteam:flyers_playoff_tickets\tconcept:agentcompeteswithagent\tconcept:city:sabres\nconcept:city:download\tconcept:subpartoforganization\tconcept:university:microsoft\nconcept:sportsteam:appalachian_state_mo\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:camels\tconcept:animalistypeofanimal\tconcept:vertebrate:ruminants\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:whiteflies\nconcept:sportsteam:colorado_avalanche\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pepsi_center\nconcept:radiostation:cleveland\tconcept:organizationterminatedperson\tconcept:coach:eric_mangini\nconcept:country:turkmenistan\tconcept:countrycurrency\tconcept:currency:manats\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:city:province\tconcept:atlocation\tconcept:city:edmonton\nconcept:product:spider\tconcept:synonymfor\tconcept:terroristorganization:black_widow\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:boston_celtics\tconcept:organizationhiredperson\tconcept:coach:doc_rivers\nconcept:sportsteam:sacred_heart_pioneers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:liquids\nconcept:insect:beneficial_insects\tconcept:animaleatfood\tconcept:food:good_nectar\nconcept:mammal:mice\tconcept:animalistypeofanimal\tconcept:mammal:laboratory_animals\nconcept:city:port_moresby\tconcept:proxyfor\tconcept:country:papua_new_guinea\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politician:fernando_ferrer\nconcept:chemical:matter\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:animal:social_insects\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:arthropods\nconcept:geopoliticallocation:ecuador\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:oxide\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:simple_compounds\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsteam:tennessee_volunteers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:ash\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:politicalparty:list\nconcept:sportsteam:idaho_state_bengals\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:chicago_fire\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rapids\nconcept:insect:insects\tconcept:animalpreyson\tconcept:arthropod:prey\nconcept:mammal:rats\tconcept:animalistypeofanimal\tconcept:mammal:lab_animals\nconcept:country:senegal\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:plant:roses\tconcept:plantrepresentemotion\tconcept:emotion:relationship\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:eindhoven\nconcept:company:fox\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:balkans\nconcept:mammal:ferrets\tconcept:animalistypeofanimal\tconcept:mammal:small_animals\nconcept:sportsteam:san_diego_padres\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:minnesota_timberwolves\nconcept:company:post\tconcept:hasofficeincity\tconcept:city:l_a_\nconcept:sportsteam:terps\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__rams\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:trace\nconcept:animal:carnivores\tconcept:animalpreyson\tconcept:animal:hyenas\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:mammal:ferrets\tconcept:animalistypeofanimal\tconcept:mammal:small_pets\nconcept:sportsteam:dundee_united\tconcept:teamalsoknownas\tconcept:sportsteam:bolton_wanderers\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutant\nconcept:arthropod:artemia\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:insect:brown_recluse\nconcept:website:youtube\tconcept:agentcompeteswithagent\tconcept:university:search\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:hallwayitem:pool\nconcept:county:detroit\tconcept:proxyfor\tconcept:stadiumoreventvenue:comerica\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_illinois\nconcept:insect:sandflies\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:insect:midges\tconcept:arthropodandotherarthropod\tconcept:insect:flies\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:dyspraxia\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_blue_jackets\nconcept:sportsteam:oklahoma_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:iowa_state\nconcept:sportsteam:l_a__kings\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:invertebrate:gulls\tconcept:specializationof\tconcept:animal:animals001\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:personaustralia:paul_johnson\nconcept:insect:carpenter_ants\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:insect:pests\tconcept:animalpreyson\tconcept:arthropod:spiders\nconcept:chemical:oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gases\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:stadiumoreventvenue:bank_atlantic_center\tconcept:stadiumlocatedincity\tconcept:city:fort_lauderdale\nconcept:country:zambia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowninlandscapefeatures\tconcept:island:banks\nconcept:animal:animals001\tconcept:animaleatfood\tconcept:plant:flower\nconcept:chemical:waste_gases\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:albany_great_danes\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:arthropod:lice\nconcept:chemical:nitrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen_oxides\nconcept:sportsteam:wayne_state_warriors\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:sportsteam:carolina_hurricanes\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:stateorprovince:wisconsin\tconcept:mutualproxyfor\tconcept:city:stevens_point\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:person:stephen\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:zebras\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:memorial_field\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:country:gambia\tconcept:countrycurrency\tconcept:currency:dalasi\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:facial_deformities\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:athlete:ray_mears\nconcept:chemical:nitrogen_oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_monoxide_levels\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:leaf_miners\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:winston_salem_state_rams\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:country:bosnia_herzegovina\tconcept:atdate\tconcept:year:n1994\nconcept:insect:house_flies\tconcept:animalpreyson\tconcept:insect:insects\nconcept:mammal:jaguars\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:coach:gregg_popovich\tconcept:worksfor\tconcept:city:san_antonio\nconcept:crustacean:shrimp\tconcept:animalpreyson\tconcept:crustacean:mysis_shrimp\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:rotifers\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:lacewings\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductgrowinginstateorprovince\tconcept:stateorprovince:massachusetts\nconcept:sportsteam:colorado_state_university\tconcept:teamplaysincity\tconcept:city:fort_collins\nconcept:politician:obama\tconcept:politicianholdsoffice\tconcept:politicaloffice:us_senator\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:trail_blazers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rose_garden\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:buffalo\nconcept:person:bill\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:sportsteam:tulane_green_wave\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:fish:tunas\tconcept:specializationof\tconcept:fish:yellowfin\nconcept:bank:ups\tconcept:competeswith\tconcept:bank:express_mail\nconcept:sportsteam:capitals\tconcept:organizationhiredperson\tconcept:athlete:ovechkin\nconcept:sportsteam:timberwolves\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:nymphs\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:sun_devils\nconcept:insect:mosquitoes\tconcept:animalsuchasinsect\tconcept:insect:flies\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:mauritius\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:crustacean:mollusks\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:inflammation\nconcept:mammal:small_animals\tconcept:animalistypeofanimal\tconcept:mammal:rats\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:yankee_stadium\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:publication:ground_water\nconcept:sportsteam:orioles\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:sportsteam:man_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool_university\nconcept:mammal:chimpanzees\tconcept:animalistypeofanimal\tconcept:mammal:apes\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:minute_maid_park\nconcept:programminglanguage:system\tconcept:subpartof\tconcept:hallwayitem:water_heater\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:city:saskatchewan\nconcept:sportsteam:portland_state_vikings\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:ladybirds\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:musicartist:availability\nconcept:company:express\tconcept:competeswith\tconcept:bank:ups_air\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:molecule\nconcept:sportsteam:la_clippers\tconcept:organizationhiredperson\tconcept:person:mike_dunleavy\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:agriculturalproduct:dairy\tconcept:agriculturalproductcontainchemical\tconcept:chemical:zinc\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:swine\nconcept:arthropod:dog\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:animal:cheetahs\tconcept:specializationof\tconcept:mammal:animals\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:sportsteam:new_york_red_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:niners\nconcept:insect:aphids\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:chemical:petroleum\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:aggies\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_state_university\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:weasels\nconcept:sportsteam:kennesaw_state_owls\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:city:woburn\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:massachusetts\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:degenerative_diseases\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:republic_of_seychelles\nconcept:coach:rick_neuheisel\tconcept:coachwontrophy\tconcept:awardtrophytournament:division\nconcept:insect:houseflies\tconcept:specializationof\tconcept:insect:insects\nconcept:sportsteam:michigan_state_university\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:insect:wasps\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:reptile:rattlesnakes\nconcept:insect:pests\tconcept:arthropodandotherarthropod\tconcept:insect:mealybugs\nconcept:bank:usps\tconcept:competeswith\tconcept:bank:express_mail\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:tradeunion:web_site\nconcept:website:mac\tconcept:synonymfor\tconcept:biotechcompany:apple\nco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    "content": 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fin\tconcept:personbelongstoorganization\tconcept:sportsteam:vols\nconcept:chemical:fuels\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gases\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:nc_state_wolfpack_basketball\nconcept:tradeunion:disk\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:insect:mosquito_larvae\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:buffalo_state\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:john_gruden\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:uzbekistan\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:arachnid:brown_recluse_spider\tconcept:arthropodandotherarthropod\tconcept:arthropod:spider_bite\nconcept:country:darfur\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:animal:sugar_gliders\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:new_orleans_hornets\nconcept:city:portland\tconcept:proxyfor\tconcept:stadiumoreventvenue:cumberland_county_civic_center\nconcept:athlete:herman_edwards\tconcept:worksfor\tconcept:sportsteam:kansas_city_chiefs\nconcept:insect:long_tongued_bees\tconcept:animaleatfood\tconcept:food:pollen\nconcept:crustacean:crayfish\tconcept:animalsuchasinsect\tconcept:arthropod:invertebrates\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:sun_devils\nconcept:city:athens\tconcept:cityliesonriver\tconcept:river:hudson\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:city:download\tconcept:subpartoforganization\tconcept:tradeunion:web_site\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:florida_panthers\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:university:kentucky\tconcept:organizationhiredperson\tconcept:athlete:rick_pitino\nconcept:country:armenia\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:politician:dave_bing\tconcept:personhasresidenceingeopoliticallocation\tconcept:county:detroit\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:insect:widow_spiders\nconcept:agriculturalproduct:shrimps\tconcept:arthropodcalledarthropod\tconcept:arthropod:invertebrates\nconcept:mammal:mountain_lions\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:sportsteam:long_island_blackbirds\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_matter\nconcept:coach:tressel\tconcept:worksfor\tconcept:city:buckeye\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:arthropod:invertebrates\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:city:houghton\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:_skins\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:plastics\nconcept:mammal:lab_animals\tconcept:animalistypeofanimal\tconcept:mammal:rats\nconcept:politicianus:bill_clinton\tconcept:agentcollaborateswithagent\tconcept:politician:obama\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:insect:termites\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_material\nconcept:insect:aphids\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:stadiumoreventvenue:metrodome\tconcept:stadiumlocatedincity\tconcept:city:minneapolis\nconcept:animal:carnivores\tconcept:animalpreyson\tconcept:mammal:lions\nconcept:arthropod:prey\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:company:express\tconcept:competeswith\tconcept:bank:priority_mail\nconcept:chemical:oxide_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:bank:usps_global_priority\tconcept:competeswith\tconcept:bank:international_priority_mail\nconcept:stateorprovince:south_carolina\tconcept:mutualproxyfor\tconcept:city:charleston\nconcept:animal:carnivores\tconcept:animalpreyson\tconcept:mammal:wolves\nconcept:sportsteam:chicago_bulls\tconcept:organizationhiredperson\tconcept:athlete:vinny_del_negro\nconcept:stadiumoreventvenue:n1st_mariner_arena\tconcept:atlocation\tconcept:city:baltimore\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:invertebrate:amphibians\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:city:saginaw\nconcept:sportsteam:north_texas_mean_green\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:leopard\tconcept:animalistypeofanimal\tconcept:animal:large_predators\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:camp_randall\nconcept:mammal:warthogs\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:arachnid:recluse_spider\tconcept:arthropodandotherarthropod\tconcept:arthropod:recluse\nconcept:sportsteam:oakland_athletics\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:sportsteam:creighton_bluejays\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:fish:large_fish\tconcept:animalsuchasfish\tconcept:fish:tuna\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:sheep\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:carbonic_acid\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:terps\nconcept:person:belichick\tconcept:personbelongstoorganization\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:minnesota_duluth_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:country:kuwait\tconcept:countrylocatedingeopoliticallocation\tconcept:country:middle\nconcept:plant:lilies\tconcept:plantrepresentemotion\tconcept:emotion:devotion\nconcept:mammal:wild_animals\tconcept:animalistypeofanimal\tconcept:mammal:wolves\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:belize\nconcept:city:mount_pleasant\tconcept:cityliesonriver\tconcept:company:cooper\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:risk_factors\nconcept:animal:roosters\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:insect:flies\nconcept:sportsteam:bruins\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:oregon_state_beavers\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:sportsteam:western_kentucky\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:arthropod:invertebrates\tconcept:animalsuchasinvertebrate\tconcept:agriculturalproduct:shrimps\nconcept:fish:otters\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:sportsteam:northwestern\tconcept:organizationhiredperson\tconcept:coach:randy_walker\nconcept:insect:insects\tconcept:animalpreyson\tconcept:animal:animals001\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:germany\nconcept:mammal:bison\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tennessee_state_tigers\nconcept:sportsteam:liverpool_john_moores_university\tconcept:subpartoforganization\tconcept:sportsleague:fa\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:arthropod:arthropods\tconcept:arthropodcalledarthropod\tconcept:arachnid:scorpions\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:memphis_tigers\nconcept:arthropod:blood_worms\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:politicianus:john_engler\tconcept:personleadsorganization\tconcept:stateorprovince:michigan\nconcept:person:don_shula\tconcept:worksfor\tconcept:sportsteam:miami_dolphins\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:air_canada_center\nconcept:coach:carroll\tconcept:worksfor\tconcept:recordlabel:trojan\nconcept:invertebrate:larvae\tconcept:invertebratefeedonfood\tconcept:agriculturalproduct:tree\nconcept:mammal:alpacas\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:kauffman_stadium\nconcept:university:ask_jeeves\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:chemical:smog\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:biotechcompany:apple\tconcept:competeswith\tconcept:company:yahoo001\nconcept:sportsteam:tampa_bay_rays\tconcept:teamwontrophy\tconcept:awardtrophytournament:n2008_world_series\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:sportsteam:dundee_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants_in_super_bowl_xlii\nconcept:insect:gnats\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:charcoal\nconcept:animal:cheetahs\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:vertebrate:koalas\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:animal:social_insects\tconcept:animalsuchasinsect\tconcept:insect:termites\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:bob_huggins\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:porcupines\nconcept:animal:animals001\tconcept:animalsuchasinsect\tconcept:animal:moles001\nconcept:chemical:carbon_monoxide_levels\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:damselflies\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:state_university\tconcept:organizationalsoknownas\tconcept:sportsteam:idaho_state_bengals\nconcept:insect:mealybugs\tconcept:animalsuchasinsect\tconcept:insect:pests\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:ucla\nconcept:city:cookeville\tconcept:subpartof\tconcept:weatherphenomenon:tennessee\nconcept:insect:recluse_spider\tconcept:agentcompeteswithagent\tconcept:insect:brown_recluse\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:mules\nconcept:geopoliticallocation:sterling_heights\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:boise_state_broncos\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:river:mississippi_river\tconcept:riveremptiesintoriver\tconcept:river:red_river\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wayne_state_warriors\nconcept:sportsteam:capitals\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:verizon_center\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:swine\nconcept:sport:hockey\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:mellon_arena\nconcept:chemical:dust\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:boston_university\nconcept:person:caldwell\tconcept:worksfor\tconcept:sportsteam:colts\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:buccaneers\nconcept:sportsteam:boston_bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:insect:parasitic_wasps\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:chemical:harmful_emissions\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:mammal:gazelles\tconcept:agentcompeteswithagent\tconcept:mammal:animals\nconcept:sportsteam:indiana_state_sycamores\tconcept:teamplaysincity\tconcept:city:terre_haute\nconcept:food:sugars\tconcept:foodcancausedisease\tconcept:disease:symptoms\nconcept:sportsleague:nba\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rose_garden\nconcept:county:detroit\tconcept:subpartof\tconcept:creditunion:michigan\nconcept:animal:hamsters\tconcept:specializationof\tconcept:mammal:animals\nconcept:sportsteam:grand_valley_state_lakers\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:insect:arachnids\tconcept:arthropodandotherarthropod\tconcept:arthropod:arthropods\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:insect:aphids\tconcept:animalsuchasinsect\tconcept:insect:insect_pests\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:namibia\nconcept:sportsteam:charleston_cougars\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:packers\nconcept:coach:urls\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:insect:ants\tconcept:animalsuchasinvertebrate\tconcept:insect:pests\nconcept:coach:lou_holtz\tconcept:worksfor\tconcept:stateorprovince:south_carolina\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:animal:nonhuman_primates\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:athlete:herman_edwards\nconcept:mammal:sloths\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:insect:insects\tconcept:animalsuchasinvertebrate\tconcept:insect:larva\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:politicianus:john_engler\tconcept:personhasresidenceingeopoliticallocation\tconcept:stateorprovince:michigan\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:derby_county\nconcept:city:orleans\tconcept:citylocatedinstate\tconcept:stateorprovince:vermont\nconcept:insect:pests\tconcept:animalpreyson\tconcept:animal:gophers\nconcept:fish:sharks\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:stateorprovince:tennessee\tconcept:mutualproxyfor\tconcept:city:oak_ridge\nconcept:chemical:carbonate\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:grain:buckwheat\nconcept:bank:express_mail\tconcept:competeswith\tconcept:bank:ups\nconcept:sportsteam:cleveland_indians\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:small_bees\nconcept:agriculturalproduct:crops\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:agriculturalproduct:oilseeds\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:animal:animals001\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:bees\nconcept:country:qatar\tconcept:countryalsoknownas\tconcept:country:republic\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:magazine:picture\nconcept:sportsteam:bobcats\tconcept:teamplaysinleague\tconcept:sportsleague:nba\nconcept:coach:jim_zorn\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:fedex_field\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:slovenia\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:appalachian_state_mo\nconcept:chemical:sulfuric_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:penn_state\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:city:oxford\tconcept:citylocatedinstate\tconcept:stateorprovince:maine\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:east_tennessee_state_buccaneers\nconcept:chemical:groundwater\tconcept:chemicalistypeofchemical\tconcept:chemical:pressure\nconcept:city:bozeman\tconcept:citylocatedinstate\tconcept:stateorprovince:montana\nconcept:sportsteam:maple_leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:animal:deer001\tconcept:animalistypeofanimal\tconcept:arthropod:prey\nconcept:food:oil\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:nut:almond\nconcept:person:kevin\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:chimpanzees\nconcept:city:muskegon\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:person:wilson\tconcept:persongraduatedfromuniversity\tconcept:university:college\nconcept:winery:federal_express\tconcept:competeswith\tconcept:company:express\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:hillary_rodham\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:psoriasis\nconcept:sportsteam:red_wings\tconcept:organizationhiredperson\tconcept:athlete:lidstrom\nconcept:mammal:cheetah\tconcept:mammalsuchasmammal\tconcept:mammal:lion\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:stephen_f_austin_lumberjacks\nconcept:city:cincinnati\tconcept:organizationhiredperson\tconcept:politician:mark_l__mallory\nconcept:crustacean:mysis_shrimp\tconcept:arthropodcalledarthropod\tconcept:crustacean:shrimp\nconcept:coach:vince_lombardi\tconcept:coachesteam\tconcept:sportsteam:packers\nconcept:insect:pests\tconcept:animalsuchasinsect\tconcept:insect:mealybugs\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:newspaper:the_wall_street\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:insect:raccoon\tconcept:animalistypeofanimal\tconcept:animal:animals001\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:air_pollutants\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:scorpions\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:sulphur_dioxide\nconcept:chemical:organic_material\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:aquatic_insects\tconcept:arthropodcalledarthropod\tconcept:arthropod:invertebrates\nconcept:arthropod:blood_worms\tconcept:animalsuchasinvertebrate\tconcept:crustacean:shrimp\nconcept:city:download\tconcept:subpartoforganization\tconcept:city:internet\nconcept:mammal:rhinoceros\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:company:express\tconcept:competeswith\tconcept:newspaper:guardian\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:lions\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea_football_club\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:alpacas\nconcept:chemical:oxide\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:mammal:wolves\tconcept:animalpreyson\tconcept:animal:large_predators\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:colts\nconcept:insect:insects\tconcept:animalpreyson\tconcept:insect:mayflies\nconcept:invertebrate:spider\tconcept:animalistypeofanimal\tconcept:arachnid:widow_spider\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:midges\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:insect:mosquitoes\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:mammal:tigers\tconcept:animalpreyson\tconcept:mammal:predators\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:camden_yards\nconcept:food:roots\tconcept:agriculturalproducttoattractinsect\tconcept:insect:white_grubs\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:radiostation:cleveland\tconcept:organizationhiredperson\tconcept:politicianus:carl_b__stokes\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:male:world\tconcept:agentcollaborateswithagent\tconcept:stateorprovince:author\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplayssport\tconcept:sport:baseball\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_iowa_panthers\nconcept:sportsteam:sam_houston_state_bearkats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cincinnati_bearcats\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:food:oils\tconcept:agriculturalproductincludingagriculturalproduct\tconcept:food:soy\nconcept:sportsteam:kansas_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:saints\tconcept:organizationhiredperson\tconcept:coach:sean_payton\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:noxious_gases\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:_\nconcept:sportsteam:columbus_blue_jackets\tconcept:teamplaysinleague\tconcept:sportsleague:nhl\nconcept:mammal:weasels\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:vertebrate:ruminants\tconcept:animalistypeofanimal\tconcept:mammal:sheep_\nconcept:city:somerville\tconcept:atlocation\tconcept:stateorprovince:massachusetts\nconcept:mammal:equines\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:chemical:atoms\tconcept:chemicalistypeofchemical\tconcept:chemical:nitrogen\nconcept:country:bahrain\tconcept:countrylocatedingeopoliticallocation\tconcept:country:middle\nconcept:mammal:wolves\tconcept:animalpreyson\tconcept:animal:carnivores\nconcept:stateorprovince:wyoming\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:chemical:molecules\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfur\nconcept:arthropod:invertebrates\tconcept:animalsuchasinsect\tconcept:insect:cockroaches\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:dundee_united\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:molecules\nconcept:chemical:sulfur\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:arthropod:spiders\tconcept:arthropodandotherarthropod\tconcept:arachnid:black_widow_spiders\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:animal:gophers\tconcept:animalistypeofanimal\tconcept:insect:pests\nconcept:chemical:ozone\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:chemical:water_vapor\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gases\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:chemical:pressure\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:insect:armyworms\tconcept:invertebratefeedonfood\tconcept:nut:leaves\nconcept:mammal:wild_animals\tconcept:animaldevelopdisease\tconcept:disease:rabies\nconcept:arachnid:recluse_spider\tconcept:arthropodandotherarthropod\tconcept:arthropod:spider_bite\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:elon_phoenix\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:person:andrew001\tconcept:agentcollaborateswithagent\tconcept:male:world\nconcept:sportsteam:uconn\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:animal:animals001\tconcept:animalsuchasinsect\tconcept:insect:mosquitoes\nconcept:sportsteam:miami_hurricanes\tconcept:teamplaysincity\tconcept:city:miami\nconcept:coach:gregg_popovich\tconcept:coachesteam\tconcept:sportsteam:san_antonio\nconcept:coach:pat_fitzgerald\tconcept:worksfor\tconcept:sportsteam:northwestern\nconcept:sportsteam:florida_state\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:animal:social_insects\tconcept:animalpreyson\tconcept:invertebrate:bees\nconcept:sportsteam:eastern_michigan_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:italy\tconcept:teamplayssport\tconcept:sport:golf\nconcept:animal:animals001\tconcept:animaleatfood\tconcept:beverage:nectar\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:city:new_york\tconcept:mutualproxyfor\tconcept:politicianus:rudy_giuliani\nconcept:city:jackson\tconcept:proxyfor\tconcept:creditunion:michigan\nconcept:insect:mealybugs\tconcept:invertebratefeedonfood\tconcept:plant:plants\nconcept:fish:yellowfin\tconcept:animalistypeofanimal\tconcept:fish:tunas\nconcept:sportsteam:rhode_island_rams\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:jeff_jagodzinski\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:chemical:hydrogen_chloride\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:sportsteam:l_a__kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:sportsteam:rice_owls\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:tennessee\tconcept:organizationhiredperson\tconcept:coach:jeff_fisher\nconcept:city:portland\tconcept:proxyfor\tconcept:stadiumoreventvenue:mcmenamins_crystal_ballroom\nconcept:insect:pests\tconcept:animalpreyson\tconcept:insect:house_flies\nconcept:animal:mice001\tconcept:specializationof\tconcept:insect:pests\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:governmentorganization:usps\tconcept:agentcompeteswithagent\tconcept:bank:global_priority\nconcept:chemical:nitrogen_oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:greenhouse_gases\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamalsoknownas\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:utah_state\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:mammal:small_animals\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:honeybees\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:fish:sharks\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:arachnid:mites\tconcept:arthropodandotherarthropod\tconcept:arthropod:external_parasites\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:thrips\nconcept:coach:cam_cameron\tconcept:worksfor\tconcept:sportsleague:new\nconcept:sportsteam:seahawks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:husky_stadium\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:crustacean:shrimp\tconcept:arthropodcalledarthropod\tconcept:arthropod:seafood\nconcept:chemical:mercury\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:high_blood_pressure\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:disorder\nconcept:chemical:greenhouses_gases\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:country:burkina\tconcept:countrylocatedingeopoliticallocation\tconcept:country:western_africa\nconcept:personeurope:owen_hargreaves\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:old_trafford\nconcept:stadiumoreventvenue:pro_player_stadium\tconcept:stadiumlocatedincity\tconcept:city:miami\nconcept:insect:small_insects\tconcept:animalthatfeedoninsect\tconcept:insect:ants\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:crustacean:prawns\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab\nconcept:mammal:predators\tconcept:animalthatfeedoninsect\tconcept:insect:moths\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_wilds\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:boise_state_broncos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:mammal:buffalo\tconcept:mammalsuchasmammal\tconcept:mammal:lion\nconcept:stateorprovince:south_carolina\tconcept:mutualproxyfor\tconcept:city:florence\nconcept:coach:jeff_fisher\tconcept:worksfor\tconcept:sportsteam:titans\nconcept:sportsteam:san_antonio\tconcept:organizationhiredperson\tconcept:coach:gregg_popovich\nconcept:chemical:carbon\tconcept:chemicalistypeofchemical\tconcept:chemical:emissions\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:limestone\nconcept:mammal:elephants\tconcept:mammalsuchasmammal\tconcept:mammal:tigers\nconcept:bank:usps\tconcept:competeswith\tconcept:bank:global_priority\nconcept:sportsteam:liverpool_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_united\nconcept:mammal:puppies\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:sportsteam:florida_marlins\tconcept:atlocation\tconcept:county:miami\nconcept:arthropod:spiders\tconcept:arthropodcalledarthropod\tconcept:arachnid:black_widows\nconcept:sportsteam:new_mexico_state_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:insect:aphids\tconcept:invertebratefeedonfood\tconcept:plant:trees\nconcept:mammal:squirrels\tconcept:animalpreyson\tconcept:insect:pests\nconcept:sportsteam:georgia_tech\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:spider_mites\nconcept:insect:small_insects\tconcept:arthropodcalledarthropod\tconcept:insect:flies\nconcept:arthropod:invertebrates\tconcept:arthropodcalledarthropod\tconcept:crustacean:crayfish\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:utah_jazz\nconcept:sport:baseball\tconcept:sportusesstadium\tconcept:stadiumoreventvenue:ebbets_field\nconcept:stadiumoreventvenue:saint_andrews_hall\tconcept:locationlocatedwithinlocation\tconcept:city:detroit\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproducttoattractinsect\tconcept:insect:weevils\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:sportsteam:colts\tconcept:organizationhiredperson\tconcept:coach:jim_caldwell\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:western_michigan_university\nconcept:insect:moths\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:pepperdine_waves\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:animal:animals001\tconcept:agentcompeteswithagent\tconcept:musicartist:type\nconcept:fish:pelagics\tconcept:animalsuchasfish\tconcept:fish:rays\nconcept:chemical:hydrogen_gas\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:arachnid:recluse_spiders\tconcept:arthropodandotherarthropod\tconcept:arthropod:recluse\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:illness\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_panthers\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:mental_illnesses\nconcept:chemical:soot\tconcept:chemicalistypeofchemical\tconcept:chemical:pollutants\nconcept:coach:bill_belichick\tconcept:worksfor\tconcept:sportsteam:new_england_patriots\nconcept:mammal:fox\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:insect:whiteflies\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:food:heart\tconcept:fooddecreasestheriskofdisease\tconcept:disease:stress\nconcept:vertebrate:ruminants\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:insect:pests\tconcept:animalthatfeedoninsect\tconcept:insect:leafhoppers\nconcept:city:novi\tconcept:atlocation\tconcept:stateorprovince:michigan\nconcept:crustacean:lobster\tconcept:arthropodcalledarthropod\tconcept:arthropod:seafood\nconcept:university:search\tconcept:agentcompeteswithagent\tconcept:website:yahoo_mail\nconcept:sportsteam:notre_dame\tconcept:teamplaysincity\tconcept:city:beirut\nconcept:university:message\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:city:san_diego\tconcept:proxyfor\tconcept:stadiumoreventvenue:viejas_arena\nconcept:fungus:blood\tconcept:fooddecreasestheriskofdisease\tconcept:disease:cancers\nconcept:chemical:ozone\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:mammal:predators\tconcept:animalpreyson\tconcept:mammal:rats\nconcept:beverage:sugar\tconcept:foodcancausedisease\tconcept:disease:inflammation\nconcept:chemical:chlorine\tconcept:chemicalistypeofchemical\tconcept:chemical:systems\nconcept:athlete:rick_pitino\tconcept:personbelongstoorganization\tconcept:university:kentucky\nconcept:insect:pests\tconcept:arthropodcalledarthropod\tconcept:insect:insects\nconcept:politician:obama\tconcept:agentcollaborateswithagent\tconcept:politician:george_bush\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:blue_jackets\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:chemical:greenhouse_effect\tconcept:chemicalistypeofchemical\tconcept:chemical:fuels\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:notre_dame\nconcept:crustacean:scallops\tconcept:arthropodcalledarthropod\tconcept:crustacean:mollusks\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:equator__guinea\nconcept:automobilemaker:video\tconcept:competeswith\tconcept:company:yahoo001\nconcept:insect:ladybugs\tconcept:animalsuchasinsect\tconcept:insect:insects\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:insect:mealworms\tconcept:animalthatfeedoninsect\tconcept:insect:insects\nconcept:animal:animals001\tconcept:animalpreyson\tconcept:invertebrate:bees\nconcept:insect:insect_pests\tconcept:animalsuchasinsect\tconcept:insect:aphids\nconcept:beverage:mobile\tconcept:mutualproxyfor\tconcept:university:alabama\nconcept:sportsgame:championship\tconcept:sportsgameteam\tconcept:sportsteam:rangers\nconcept:musicalbum:chattanooga\tconcept:subpartof\tconcept:weatherphenomenon:tennessee\nconcept:stadiumoreventvenue:rose_garden\tconcept:stadiumlocatedincity\tconcept:city:portland\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentcompeteswithagent\tconcept:sportsteam:eagles\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:automobilemaker:catalog\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:chemical:sulphuric_acid\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:journalist:paul_sheehan\tconcept:worksfor\tconcept:website:sydney_morning_herald\nconcept:sportsteam:bolton_wanderers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_red_bulls\nconcept:country:albania\tconcept:mutualproxyfor\tconcept:city:tirana\nconcept:mammal:big_cats\tconcept:animalpreyson\tconcept:mammal:tigers\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:person:button\nconcept:arthropod:external_parasites\tconcept:animalsuchasinsect\tconcept:arthropod:lice\nconcept:mammal:small_pets\tconcept:animalistypeofanimal\tconcept:mammal:ferrets\nconcept:insect:gnats\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:coach:new_jersey_nets\tconcept:agentbelongstoorganization\tconcept:sportsleague:nba\nconcept:mammal:lions\tconcept:mammalsuchasmammal\tconcept:mammal:rhinos\nconcept:mammal:weasels\tconcept:animalistypeofanimal\tconcept:animal:carnivores\nconcept:vertebrate:koalas\tconcept:animalpreyson\tconcept:mammal:animals\nconcept:personaustralia:smith\tconcept:worksfor\tconcept:sportsteam:falcons\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon_monoxide\nconcept:insect:sandflies\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:athlete:paul_brown\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:cleveland_browns_stadium\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:sam_houston_state_bearkats\nconcept:arthropod:mantids\tconcept:animalpreyson\tconcept:insect:insects\nconcept:crustacean:bivalves\tconcept:animalsuchasinvertebrate\tconcept:mollusk:oysters\nconcept:insect:insects\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:university:message\nconcept:animal:animals001\tconcept:animaldevelopdisease\tconcept:disease:tetanus\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:insect:fruit_flies\tconcept:arthropodandotherarthropod\tconcept:insect:pests\nconcept:crustacean:crab\tconcept:arthropodcalledarthropod\tconcept:crustacean:lobster\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:indiana_university\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:insect:insects\tconcept:animalsuchasinsect\tconcept:insect:leafhoppers\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:army_black_knights\nconcept:chemical:hydrogen\tconcept:chemicalistypeofchemical\tconcept:chemical:organic_molecules\nconcept:chemical:oxides\tconcept:chemicalistypeofchemical\tconcept:chemical:criteria_pollutants\nconcept:sport:soccer\tconcept:sportfansincountry\tconcept:country:the_united_kingdom\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:company:express\tconcept:competeswith\tconcept:bank:international_priority_mail\nconcept:animal:head\tconcept:agentcontrols\tconcept:politicianus:miller\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:gene_chizik\nconcept:chemical:dioxide\tconcept:chemicalistypeofchemical\tconcept:chemical:hydrogen\nconcept:coach:barry_alvarez\tconcept:worksfor\tconcept:creditunion:wisconsin\nconcept:sportsteam:leafs\tconcept:teamwontrophy\tconcept:awardtrophytournament:stanley_cup\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:jaguars\nconcept:sportsteam:cavaliers\tconcept:teamwontrophy\tconcept:awardtrophytournament:nba_finals\nconcept:athlete:lidstrom\tconcept:athleteplaysforteam\tconcept:sportsteam:red_wings\nconcept:city:missoula\tconcept:proxyfor\tconcept:stateorprovince:montana\nconcept:mammal:animals\tconcept:animalpreyson\tconcept:mammal:tapirs\nconcept:insect:mealy_bugs\tconcept:arthropodandotherarthropod\tconcept:insect:insects\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:brooklyn_dodgers\nconcept:vertebrate:herds\tconcept:ismultipleof\tconcept:mammal:gazelle\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:arthropod:mantids\nconcept:sportsleague:nba\tconcept:agentcontrols\tconcept:coach:new_orleans_hornets\nconcept:mammal:black_bear\tconcept:mammalsuchasmammal\tconcept:mammal:elk\nconcept:sportsteam:boston_bruins\tconcept:teamplayssport\tconcept:sport:hockey\nconcept:coach:denny_crum\tconcept:personbelongstoorganization\tconcept:city:louisville\nconcept:arthropod:seafood\tconcept:arthropodcalledarthropod\tconcept:crustacean:crab_legs\nconcept:animal:social_insects\tconcept:animalsuchasinvertebrate\tconcept:invertebrate:bees\nconcept:animal:animals001\tconcept:animaleatfood\tconcept:legume:hay\nconcept:fish:larger_fish\tconcept:animalsuchasfish\tconcept:fish:whale_sharks\nconcept:bank:fed_ex\tconcept:competeswith\tconcept:bank:usps\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:tom_o_brien\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:vikes\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:city:calgary\tconcept:proxyfor\tconcept:stateorprovince:alberta\nconcept:mammal:horse\tconcept:animaleatfood\tconcept:food:hay\nconcept:mammal:predators\tconcept:animalistypeofanimal\tconcept:mammal:wild_dogs\nconcept:chemical:oxygen\tconcept:chemicalistypeofchemical\tconcept:chemical:chlorine\nconcept:county:baltimore\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:arthropod:microworms\tconcept:animalpreyson\tconcept:crustacean:shrimp\nconcept:sportsteam:akron_pros\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:stateorprovince:michigan\tconcept:mutualproxyfor\tconcept:city:muskegon\nconcept:city:livonia\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:michigan\nconcept:city:memphis\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:tennessee\nconcept:sportsteam:golden_state_warriors\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:county:baltimore\tconcept:subpartof\tconcept:stateorprovince:maryland\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:ladybugs\nconcept:mammal:mountain_lions\tconcept:animalistypeofanimal\tconcept:mammal:predators\nconcept:insect:subject\tconcept:agentcompeteswithagent\tconcept:personcanada:search\nconcept:mammal:dog\tconcept:animalistypeofanimal\tconcept:mammal:canines\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona_dragons\nconcept:crustacean:shellfish\tconcept:arthropodcalledarthropod\tconcept:crustacean:scallops\nconcept:chemical:ethylene\tconcept:chemicalistypeofchemical\tconcept:chemical:carbon\nconcept:county:detroit\tconcept:organizationhiredperson\tconcept:coach:michael_curry\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:texans\tconcept:teamplaysincity\tconcept:city:houston\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:demon_deacons\nconcept:agriculturalproduct:cocoa\tconcept:agriculturalproductcontainchemical\tconcept:chemical:antioxidants\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:maple_leafs\nconcept:bank:dhl\tconcept:competeswith\tconcept:company:priority\nconcept:sportsteam:south_dakota_st_jackrabbits\tconcept:teamplaysinleague\tconcept:sportsleague:ncaa\nconcept:animal:hyenas\tconcept:animalistypeofanimal\tconcept:animal:carnivores\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:ucla\nconcept:sportsgame:games\tconcept:sportsgameteam\tconcept:sportsteam:phoenix_coyotes\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:company:west_virginia\tconcept:mutualproxyfor\tconcept:university:parkersburg\nconcept:personcanada:search\tconcept:agentcompeteswithagent\tconcept:politicalparty:process\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:weber_state_wildcats\nconcept:sportsteam:virginia_tech\tconcept:teamplaysinleague\tconcept:sportsleague:international\nconcept:crustacean:shrimp\tconcept:animalpreyson\tconcept:crustacean:brine_shrimp\nconcept:insect:beneficial_insects\tconcept:animalthatfeedoninsect\tconcept:insect:pests\nconcept:sportsteam:columbus_crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_bulls\nconcept: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location\tconcept:country:tanzania\nconcept:stadiumoreventvenue:camden_yards\tconcept:stadiumlocatedincity\tconcept:city:baltimore\nconcept:animal:children\tconcept:animaldevelopdisease\tconcept:disease:type_1_diabetes\nconcept:insect:insects\tconcept:arthropodcalledarthropod\tconcept:insect:honeybees\nconcept:person:anderson\tconcept:personborninlocation\tconcept:county:york_city\nconcept:mammal:swine\tconcept:animalistypeofanimal\tconcept:mammal:animals\nconcept:website:altavista_com\tconcept:agentcompeteswithagent\tconcept:mlauthor:web_search\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:chemical:water\tconcept:chemicalistypeofchemical\tconcept:chemical:sulfates\nconcept:agriculturalproduct:flowers\tconcept:agriculturalproductcamefromcountry\tconcept:country:bolivia\nconcept:website:new_york_times\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:new_york_football_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:liverpool_john_moores_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:barcelona\nconcept:arachnid:recluse_spider\tconcept:arthropodandotherarthropod\tconcept:arthropod:spiders\nconcept:mammal:animals\tconcept:animalistypeofanimal\tconcept:mammal:squirrels\nconcept:chemical:molecule\tconcept:chemicalistypeofchemical\tconcept:chemical:oxygen\nconcept:country:cuba\tconcept:countryalsoknownas\tconcept:country:republic\n"
  },
  {
    "path": "inductive_lp/data/nell_v4/test.txt",
    "content": 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te:south\nconcept:city:service\tconcept:atdate\tconcept:year:n1975\nconcept:wallitem:beginning\tconcept:atdate\tconcept:year:n1997\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:building:destination\nconcept:building:america\tconcept:locationlocatedwithinlocation\tconcept:planet:eastern\nconcept:building:bc_place\tconcept:buildinglocatedincity\tconcept:city:vancouver\nconcept:geopoliticallocation:offer\tconcept:istallerthan\tconcept:publication:people_\nconcept:book:new\tconcept:atlocation\tconcept:county:student\nconcept:country:england\tconcept:atdate\tconcept:date:n2001\nconcept:city:american_city\tconcept:proxyfor\tconcept:lake:new\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:elk_grove\nconcept:stateorprovince:un\tconcept:organizationacronymhasname\tconcept:governmentorganization:united_nations\nconcept:city:budapest\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:island:senegal\tconcept:atdate\tconcept:date:n2001\nconcept:city:decatur\tconcept:proxyfor\tconcept:stateorprovince:alabama\nconcept:person:antoinette_batumubwira\tconcept:personleadsorganization\tconcept:country:burundi\nconcept:website:developers\tconcept:proxyfor\tconcept:book:new\nconcept:coach:new\tconcept:subpartof\tconcept:county:manhattan\nconcept:tradeunion:congress\tconcept:atdate\tconcept:date:n2001\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:kcba\nconcept:country:england\tconcept:atdate\tconcept:date:n2000\nconcept:city:watsonville\tconcept:mutualproxyfor\tconcept:stateorprovince:california\nconcept:country:republic_of_seychelles\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:great_britain\nconcept:book:years\tconcept:atlocation\tconcept:geopoliticalorganization:northern\nconcept:county:las_vegas\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:lake:great_lakes\nconcept:country:thailand\tconcept:mutualproxyfor\tconcept:city:bangkok\nconcept:city:pittsburgh\tconcept:proxyfor\tconcept:stadiumoreventvenue:post_gazette_pavilion_at_star_lake\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:hong_kong\nconcept:country:korea\tconcept:organizationterminatedperson\tconcept:personasia:lee_won_jong\nconcept:book:new\tconcept:atlocation\tconcept:planet:face\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:reason\nconcept:personmexico:ryan_whitney\tconcept:personleadsorganization\tconcept:governmentorganization:defense_department\nconcept:beverage:new\tconcept:atlocation\tconcept:shoppingmall:columbia\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:connecticut\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:governmentorganization:services\nconcept:monument:cedar_city\tconcept:locationlocatedwithinlocation\tconcept:county:utah\nconcept:stateorprovince:connecticut\tconcept:mutualproxyfor\tconcept:city:meriden\nconcept:book:new\tconcept:mutualproxyfor\tconcept:comedian:day\nconcept:eventoutcome:amount\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:vienna\tconcept:atdate\tconcept:year:n1997\nconcept:room:ownership\tconcept:atdate\tconcept:date:n2003\nconcept:county:las_vegas\tconcept:mutualproxyfor\tconcept:politician:carolyn_goodman\nconcept:country:england\tconcept:proxyfor\tconcept:lake:new\nconcept:nongovorganization:council\tconcept:atdate\tconcept:year:n1998\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:opolskie\nconcept:building:west\tconcept:atlocation\tconcept:continent:africa\nconcept:stateorprovince:connecticut\tconcept:mutualproxyfor\tconcept:county:new_london\nconcept:governmentorganization:government\tconcept:atdate\tconcept:dateliteral:n1918\nconcept:country:germany\tconcept:countrylocatedingeopoliticallocation\tconcept:country:eu_countries\nconcept:city:washington_d_c\tconcept:istallerthan\tconcept:city:place\nconcept:city:baghdad\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:filmfestival:eight\tconcept:mutualproxyfor\tconcept:room:house\nconcept:country:norway\tconcept:countrylocatedingeopoliticallocation\tconcept:geopoliticallocation:producers\nconcept:city:united_kingdom\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:country:career\tconcept:atdate\tconcept:date:n2000\nconcept:city:bangkok\tconcept:citylocatedincountry\tconcept:country:thailand\nconcept:stateorprovince:oregon\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:california\nconcept:country:cayman_islands\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:country:belarus\tconcept:countryalsoknownas\tconcept:country:soviet_union\nconcept:city:canberra_canberra\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:city:uk\tconcept:organizationhiredperson\tconcept:personmexico:ryan_whitney\nconcept:airport:europe\tconcept:synonymfor\tconcept:politicalparty:republic\nconcept:geopoliticallocation:form\tconcept:atdate\tconcept:date:n2001\nconcept:stateorprovince:states\tconcept:locationlocatedwithinlocation\tconcept:skyscraper:asia\nconcept:landscapefeatures:point\tconcept:subpartof\tconcept:bridge:new_jersey\nconcept:island:operations\tconcept:atdate\tconcept:year:n1992\nconcept:country:bosnia_herzegovina\tconcept:locationlocatedwithinlocation\tconcept:country:countries\nconcept:city:valencia\tconcept:citylocatedincountry\tconcept:country:spain\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:barcelona\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:norway\nconcept:city:internet\tconcept:atdate\tconcept:year:n1995\nconcept:website:wtvw\tconcept:subpartof\tconcept:mountain:fox\nconcept:city:texas\tconcept:mutualproxyfor\tconcept:city:port_arthur\nconcept:city:florida\tconcept:organizationhiredperson\tconcept:coach:billy_donovan\nconcept:website:plus\tconcept:proxyfor\tconcept:book:new\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:country:italy\nconcept:university:administration\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:geopoliticallocation:sterling_heights\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:coach:new\tconcept:agentactsinlocation\tconcept:island:guinea\nconcept:country:zambia\tconcept:synonymfor\tconcept:geopoliticalorganization:northern_rhodesia\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:hotel:north\nconcept:country:baltic_states\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:city:boston\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:world\nconcept:city:place\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:south_dakota\tconcept:proxyfor\tconcept:lake:new\nconcept:book:new\tconcept:mutualproxyfor\tconcept:book:north\nconcept:island:new_york_city_metropolitan_area\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:new_york\nconcept:country:pakistan\tconcept:countrylocatedingeopoliticallocation\tconcept:continent:asia\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:livermore\nconcept:coach:jim_watson\tconcept:personleadsgeopoliticalorganization\tconcept:city:ottawa\nconcept:county:paris\tconcept:atdate\tconcept:date:n2003\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:belarus\nconcept:book:new\tconcept:mutualproxyfor\tconcept:wallitem:beginning\nconcept:city:new_orleans\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:louisiana\nconcept:book:new\tconcept:atlocation\tconcept:island:hell\nconcept:country:thailand\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:room:south\tconcept:atlocation\tconcept:country:republic_of_india\nconcept:book:new\tconcept:mutualproxyfor\tconcept:bathroomitem:industry\nconcept:city:singapore\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:country:ukraine\tconcept:atdate\tconcept:year:n1998\nconcept:beverage:new\tconcept:atlocation\tconcept:website:south\nconcept:book:new\tconcept:mutualproxyfor\tconcept:sportsteamposition:application\nconcept:country:bahamas\tconcept:countrycurrency\tconcept:currency:dollars\nconcept:governmentorganization:european_union\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:producers\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:city:holiday\nconcept:mountain:fox\tconcept:agentcontrols\tconcept:website:wupw_tv\nconcept:country:comoros\tconcept:countrylocatedingeopoliticallocation\tconcept:continent:africa\nconcept:country:tanzania\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:country:saudis\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:blog:bastion\nconcept:university:search\tconcept:agentcompeteswithagent\tconcept:company:services\nconcept:dateliteral:n2002\tconcept:proxyfor\tconcept:city:florida\nconcept:city:team\tconcept:agentcreated\tconcept:website:phone\nconcept:city:new_orleans\tconcept:atdate\tconcept:year:n1815\nconcept:geopoliticallocation:agencies\tconcept:atdate\tconcept:year:n1997\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:jordan\nconcept:stateorprovince:munich\tconcept:proxyfor\tconcept:fruit:bavarian\nconcept:city:home\tconcept:atdate\tconcept:date:feb_\nconcept:county:utah\tconcept:locationlocatedwithinlocation\tconcept:country:united_states\nconcept:city:washington_d_c\tconcept:istallerthan\tconcept:city:sisters\nconcept:city:montreal\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:vehicle:view\tconcept:atdate\tconcept:da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liticallocation\tconcept:country:somalia\nconcept:wallitem:beginning\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:country:representative\tconcept:proxyfor\tconcept:book:new\nconcept:city:midland\tconcept:proxyfor\tconcept:stateorprovince:michigan\nconcept:country:scotland\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:coach:n3\tconcept:mutualproxyfor\tconcept:governmentorganization:house\nconcept:country:democratic_republic_of_congo\tconcept:countryalsoknownas\tconcept:country:senegal\nconcept:city:taipei\tconcept:proxyfor\tconcept:city:taiwan\nconcept:governmentorganization:epa\tconcept:atdate\tconcept:year:n1997\nconcept:country:rwanda\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:sri_lanka\nconcept:stateorprovince:kentucky\tconcept:statelocatedingeopoliticallocation\tconcept:country:united_states\nconcept:writer:matter\tconcept:mutualproxyfor\tconcept:book:new\nconcept:landscapefeatures:states\tconcept:locationlocatedwithinlocation\tconcept:city:home\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:country:career\nconcept:city:petersburg\tconcept:citylocatedincountry\tconcept:country:russia\nconcept:county:las_vegas\tconcept:proxyfor\tconcept:coach:new\nconcept:coach:billy_donovan\tconcept:personbelongstoorganization\tconcept:city:florida\nconcept:city:montreal\tconcept:atdate\tconcept:date:n2003\nconcept:country:netherlands\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:city:service\tconcept:atdate\tconcept:dateliteral:n2007\nconcept:city:portland\tconcept:cityliesonriver\tconcept:river:willamette_river\nconcept:politicalparty:republic\tconcept:synonymfor\tconcept:country:france_france\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:country:turkey\nconcept:city:largo\tconcept:subpartof\tconcept:city:florida\nconcept:country:greece\tconcept:atdate\tconcept:dateliteral:n2006\nconcept:country:israel\tconcept:countrylocatedingeopoliticallocation\tconcept:stateorprovince:states\nconcept:country:scotland\tconcept:atdate\tconcept:dateliteral:n2005\nconcept:city:new_orleans\tconcept:atdate\tconcept:date:n2000\nconcept:country:republic\tconcept:countryalsoknownas\tconcept:country:senegal\nconcept:island:mother\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:richmond\tconcept:proxyfor\tconcept:stateorprovince:texas\nconcept:beverage:new\tconcept:atlocation\tconcept:farm:farmers\nconcept:city:place\tconcept:atdate\tconcept:date:n2003\nconcept:country:argentina\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:city:seoul\tconcept:locationlocatedwithinlocation\tconcept:country:south_korea\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:city:service\nconcept:comedian:day\tconcept:atdate\tconcept:date:n1958\nconcept:country:slovak_republic\tconcept:countrylocatedingeopoliticallocation\tconcept:country:countries\nconcept:country:switzerland\tconcept:atdate\tconcept:date:n2003\nconcept:island:operations\tconcept:atdate\tconcept:date:n2003\nconcept:lake:new\tconcept:locationlocatedwithinlocation\tconcept:trainstation:agents\nconcept:stateorprovince:new_mexico\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:stateorprovince:texas\nconcept:chemical:slovenia\tconcept:atdate\tconcept:dateliteral:n2008\nconcept:city:manteca\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:california\nconcept:city:geneva\tconcept:cityliesonriver\tconcept:river:rh_ne\nconcept:city:richmond\tconcept:proxyfor\tconcept:stateorprovince:california\nconcept:ceo:reggie_fils_aime\tconcept:personbelongstoorganization\tconcept:country:__america\nconcept:airport:europe\tconcept:atdate\tconcept:date:n1993\nconcept:stateorprovince:states\tconcept:statelocatedingeopoliticallocation\tconcept:county:new_mexico\nconcept:person:iran\tconcept:personleadsgeopoliticalorganization\tconcept:governmentorganization:united_nations\nconcept:city:berlin\tconcept:atdate\tconcept:dateliteral:n2002\nconcept:city:hartford\tconcept:proxyfor\tconcept:stateorprovince:connecticut\nconcept:city:place\tconcept:atdate\tconcept:date:n1951\nconcept:country:republic_of_guatemala\tconcept:countrylocatedingeopoliticallocation\tconcept:country:third_world_countries\nconcept:city:new_westminster\tconcept:proxyfor\tconcept:stateorprovince:british_columbia\nconcept:city:valencia\tconcept:citylocatedinstate\tconcept:stateorprovince:california\nconcept:country:germany\tconcept:countrylocatedingeopoliticallocation\tconcept:politicalparty:other_countries\nconcept:musician:agencies\tconcept:agentbelongstoorganization\tconcept:governmentorganization:u_s__department\nconcept:stateorprovince:california\tconcept:mutualproxyfor\tconcept:city:duarte\nconcept:stateorprovince:states\tconcept:stateorprovinceisborderedbystateorprovince\tconcept:visualizablescene:washington\nconcept:coun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    "content": 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wspaper:journal\tconcept:competeswith\tconcept:televisionnetwork:cbs\nconcept:politicsissue:processes\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bucks\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:coach:new_york_jets\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:politician:jobs\tconcept:subpartof\tconcept:retailstore:apple_computers\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:coach:rex_ryan\tconcept:agentcollaborateswithagent\tconcept:sportsleague:new\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:brookhaven\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:website:the_washington_post\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:personmexico:colorado_rockies\tconcept:agentcompeteswithagent\tconcept:sportsteam:red_sox_this_season\nconcept:politicianus:president_george_w__bush\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:city:new_york\tconcept:cityliesonriver\tconcept:river:susquehanna\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:partner\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:person:andy_reid\tconcept:worksfor\tconcept:sportsteam:philadelphia_eagles\nconcept:city:new_york\tconcept:cityliesonriver\tconcept:river:bronx\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:university:new_mexico_state\tconcept:organizationhiredperson\tconcept:coach:reggie_theus\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_clippers\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:county:god\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sociopolitical:independence\tconcept:atdate\tconcept:year:n1948\nconcept:female:yankees\tconcept:agentcontrols\tconcept:island:rodriguez\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:politicalparty:college\tconcept:synonymfor\tconcept:university:state_university\nconcept:river:hudson\tconcept:riveremptiesintoriver\tconcept:river:delaware_river\nconcept:company:new_york\tconcept:agentcompeteswithagent\tconcept:male:sun\nconcept:personus:warren_buffet\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:company:express\tconcept:competeswith\tconcept:newspaper:times\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:syracuse_orangemen\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_devils\nconcept:city:bellevue\tconcept:citylocatedingeopoliticallocation\tconcept:city:washington_d_c\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:musicalbum:story\nconcept:geopoliticallocation:central_michigan\tconcept:synonymfor\tconcept:university:state_university\nconcept:politician:jobs\tconcept:personleadsorganization\tconcept:university:microsoft\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:city:stillwater\tconcept:citylocatedinstate\tconcept:stateorprovince:oklahoma\nconcept:university:national\tconcept:agentactsinlocation\tconcept:blog:harrisburg\nconcept:coach:new_england_patriots\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:terroristorganization:money\tconcept:agentbelongstoorganization\tconcept:terroristorganization:state\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:retailstore:burlington\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:person:macintosh\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__kings\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:writer:harvard\tconcept:persongraduatedschool\tconcept:school:business_school\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_iowa_panthers\nconcept:sportsteam:brooklyn_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:avs\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:record\nconcept:sportsteam:dundee_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:company:observer001\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_sooners_basketball\nconcept:sportsteam:longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_buckeyes\nconcept:company:reuters\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:terroristorganization:state\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:website:washington_times\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:creditunion:kansas\tconcept:organizationhiredperson\tconcept:coach:mark_mangino\nconcept:publication:espn\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:company:new_york\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:sixers\nconcept:coach:paul_wulff\tconcept:coachesteam\tconcept:sportsteam:washington_state\nconcept:sportsteam:miami_dolphins\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_england_patriots\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:county:ithaca\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_rays\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:radiostation:cleveland\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:personus:warren_buffet\tconcept:agentcontrols\tconcept:retailstore:berkshire_hathaway\nconcept:personmexico:adrian_gonzalez\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:st___louis_blues\nconcept:website:washington_post\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:sportsteam:oakland_athletics\tconcept:organizationacronymhasname\tconcept:sportsteam:o_s\nconcept:newspaper:new_york_post\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:coach:kenny_natt\tconcept:coachesinleague\tconcept:sportsleague:nhl\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:bridge:ford\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oral_roberts_golden_eagles\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:longhorns\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:emory\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:coach:cincinnati\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:profession:employees\tconcept:mutualproxyfor\tconcept:spo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gainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:city:mount_holly\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:sportsteam:oregon_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:jim_haslett\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:sportsteam:princeton_theological_seminary\tconcept:teamplaysagainstteam\tconcept:sportsteam:harvard_divinity_school\nconcept:sportsteam:jacksonville_jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:person:bill\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:company:new_york\tconcept:competeswith\tconcept:company:bloomberg001\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:three_rivers_stadium\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:virginia_tech\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:athlete:lorenzen_wright\tconcept:personbelongstoorganization\tconcept:sportsteam:reds\nconcept:radiostation:newark\tconcept:mutualproxyfor\tconcept:university:ohio\nconcept:politicsissue:efforts\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsequipment:board\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:anaheim_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:person:juan_carlos_osorio\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:dodgers\nconcept:university:national\tconcept:agentactsinlocation\tconcept:planet:aurora\nconcept:musicartist:american\tconcept:atlocation\tconcept:skiarea:lithia_springs\nconcept:city:nj\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:university:state_university\tconcept:synonymfor\tconcept:building:oklahoma_state\nconcept:sportsteam:sd_chargers\tconcept:organizationhiredperson\tconcept:coach:norv_turner\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:musicalbum:point\tconcept:atdate\tconcept:date:n1999\nconcept:nongovorganization:u_s_\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:city:oklahoma_city\tconcept:citylocatedinstate\tconcept:stateorprovince:oklahoma\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:company:new_york\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personus:joe_dimaggio\nconcept:sportsteam:colts\tconcept:organizationhiredperson\tconcept:coach:tony_dungy\nconcept:city:east_rutherford\tconcept:proxyfor\tconcept:stadiumoreventvenue:giants_stadium\nconcept:sportsteam:rams\tconcept:organizationhiredperson\tconcept:coach:jim_haslett\nconcept:sportsteam:maple_leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:county:bedford\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:person:don_shula\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:oklahoma_sooners_basketball\tconcept:teamplaysagainstteam\tconcept:sportsteam:boise_state_broncos\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:iphone\nconcept:university:alabama\tconcept:organizationhiredperson\tconcept:coach:bear_bryant\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:savannah_state_tigers\nconcept:sportsteam:steelers\tconcept:synonymfor\tconcept:sportsteam:cardinals_27_23\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:agency\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:athlete:butch_davis\tconcept:personbelongstoorganization\tconcept:company:north_carolina\nconcept:stateorprovince:mississippi_state\tconcept:organizationhiredperson\tconcept:coach:sylvester_croom\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:western_kentucky\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:stateorprovince:hawaii\tconcept:organizationhiredperson\tconcept:coach:june_jones\nconcept:sportsteam:habs\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:comerica\nconcept:musicsong:oklahoma\tconcept:mutualproxyfor\tconcept:musicsong:norman\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:university:usc\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:politicsblog:raleigh\nconcept:sportsteam:kansas_city_royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:personafrica:george_bush\tconcept:personchargedwithcrime\tconcept:crimeorcharge:crimes\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:red_raiders\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:coach:nick_saban\tconcept:personbelongstoorganization\tconcept:university:alabama\nconcept:person:alex_rodriguez\tconcept:personbelongstoorganization\tconcept:company:new_york\nconcept:emotion:officer\tconcept:atdate\tconcept:date:n1999\nconcept:coach:mike_riley\tconcept:coachesteam\tconcept:sportsteam:oregon_state_beavers\nconcept:nongovorganization:friend\tconcept:proxyfor\tconcept:emotion:new\nconcept:sportsteam:yanks\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:coach:mike_shanahan\nconcept:person:monroe\tconcept:subpartof\tconcept:creditunion:wisconsin\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:camden_yards\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:_skins\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:stadiumoreventvenue:sun_devil_stadium\tconcept:stadiumlocatedincity\tconcept:city:phoenix\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:devils\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:coach:bill_tierney\tconcept:worksfor\tconcept:city:princeton\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:website:nbc_news\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:palm_springs\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:coach:joe_paterno\tconcept:coachesinleague\tconcept:sportsleague:college_football\nconcept:male:sun\tconcept:agentactsinlocation\tconcept:city:washington_d_c\nconcept:sportsteam:alabama_crimson_tide\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:army_black_knights\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:washington_nationals\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:mariners\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:safeco_field\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:nittany_lions\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:maryland\nconcept:musicartist:american\tconcept:atlocation\tconcept:beach:alpaugh\nconcept:sportsteam:new_york_islanders\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:dundee_united\nconcept:website:new_york_times_book_review\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:stafford\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:actor:callahan\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:idaho_vandals\nconcept:person:anderson\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsteam:orlando_magic\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:amway_arena\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:person:pat_riley\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:tom_o_brien\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:northwestern_university\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:male:sun\tconcept:agentcollaborateswithagent\tconcept:actor:scott_mcnealy\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:los_angeles_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:washington_dc\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:company:los_angeles\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:geometricshape:property\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:company:globe_and_mail\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:bengals\tconcept:agentcollaborateswithagent\tconcept:athlete:lorenzen_wright\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:personaustralia:paul_hewitt\nconcept:musicartist:american\tconcept:atlocation\tconcept:trainstation:cypress\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1987\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:ncaa_mens_midwest_regionals\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:jack_trice_stadium\nconcept:sportsteam:dallas_stars\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_flyers\nconcept:company:sun\tconcept:hasofficeincity\tconcept:county:los_angeles_county\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:washington_redskins\nconcept:sportsteam:chivas_usa\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:blog:time_magazine\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:city:washington_d_c\tconcept:cityalsoknownas\tconcept:city:washington_dc\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:minnesota_state_mavericks\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:sportsteam:northwestern\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:city:hackensack\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:politicsblog:portland\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:athlete:boston_red_sox\tconcept:subpartof\tconcept:sportsleague:mlb\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:rutgers\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:university:north_carolina_state\tconcept:organizationhiredperson\tconcept:coach:kay_yow\nconcept:river:mohawk_river\tconcept:riveremptiesintoriver\tconcept:river:hudson_river\nconcept:city:ambler\tconcept:citylocatedinstate\tconcept:stateorprovince:alaska\nconcept:radiostation:topeka\tconcept:subpartof\tconcept:creditunion:kansas\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:programminglanguage:procedures\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:minnesota_vikings\tconcept:organizationhiredperson\tconcept:coach:brad_childress\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:company:new_york\tconcept:competeswith\tconcept:company:boston_globe001\nconcept:stadiumoreventvenue:progressive_field\tconcept:stadiumlocatedincity\tconcept:city:cleveland\nconcept:date:meeting\tconcept:atdate\tconcept:month:august\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_stars\nconcept:university:western_illinois\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:boise_state_broncos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:profession:division\tconcept:atdate\tconcept:date:n1999\nconcept:academicfield:businesses\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:museum:cedarhurst\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:boise_state_broncos\nconcept:charactertrait:world\tconcept:atdate\tconcept:date:n2009\nconcept:athlete:john_brady\tconcept:coachesteam\tconcept:sportsteam:lsu\nconcept:sportsteam:colorado_buffaloes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:new_york\tconcept:competeswith\tconcept:company:good_morning_america\nconcept:sportsteam:michigan_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:person:lane_kiffin\tconcept:worksfor\tconcept:newspaper:tennessee\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:sportsteam:ohio_bobcats\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:sportsteam:siena_saints\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:sacramento_kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:person:riley001\tconcept:worksfor\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsteam:jacksonville_jaguars\tconcept:teamalsoknownas\tconcept:sportsteam:jags\nconcept:county:los_angeles_county\tconcept:proxyfor\tconcept:stadiumoreventvenue:dodger_stadium\nconcept:athlete:ramirez\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:academicfield:delhi\nconcept:person:jose_juan_barea\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:coach:bill_parcells\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:yankees\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:yankee_stadium\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:hubert_h__humphrey_metrodome\nconcept:website:kenya\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:michigan_state\tc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    "content": 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ortsteam:red_sox\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:vanderbilt_stadium\nconcept:city:enid\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:oklahoma\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:female:angels\nconcept:sportsteam:red_sox\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:fenway\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:star_ledger\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:boise_state_broncos\tconcept:organizationhiredperson\tconcept:coach:chris_petersen\nconcept:website:washington_post\tconcept:atdate\tconcept:date:n2004\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1961\nconcept:coach:carroll\tconcept:worksfor\tconcept:politicalparty:college\nconcept:nongovorganization:u_s_\tconcept:organizationhiredperson\tconcept:personus:warren_buffet\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_americans\nconcept:sportsteam:chicago_bulls\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:united_center\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:eastern_kentucky_university\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:biotechcompany:apple\tconcept:hasofficeincity\tconcept:city:chicago\nconcept:organization:tigers\tconcept:agentparticipatedinevent\tconcept:traditionalgame:series_last_year\nconcept:coach:cincinnati_bengals\tconcept:atlocation\tconcept:city:cincinnati\nconcept:sportsteam:oakland_raiders\tconcept:organizationhiredperson\tconcept:athlete:john_madden\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:profession:division\tconcept:atdate\tconcept:date:n2004\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:rochester_yellow_jackets\nconcept:sportsteam:l_a__kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:mableton\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:website:marietta\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:orioles\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:mountain:shasta\nconcept:emotion:officer\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:northwestern\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:month:september\tconcept:atdate\tconcept:date:community\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:cleveland_browns\nconcept:sportsteam:boise_state_broncos\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:sportsteam:yanks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:carle_place\nconcept:sportsteam:huskers\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:coach:billick\nconcept:university:north_dakota_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:coach:john_bunting\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:politicsissue:laws\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:dowdy_ficklen_stadium\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:politician:jobs\tconcept:worksfor\tconcept:university:microsoft\nconcept:sportsteam:lsu\tconcept:organizationhiredperson\tconcept:coach:dale_brown\nconcept:sportsteam:iowa_hawkeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_buckeyes\nconcept:sportsteam:colorado_rockies\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:coors_field\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:blackwood\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:the_san_francisco_chronicle\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:spring_valley\nconcept:creditunion:kansas\tconcept:mutualproxyfor\tconcept:celebrity:dodge_city\nconcept:persona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nstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsteam:texans\tconcept:organizationhiredperson\tconcept:coach:gary_kubiak\nconcept:river:arts\tconcept:atdate\tconcept:date:n2004\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:time_the_yankees\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:houston_oilers\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:jack_trice_stadium\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:company:new_york\tconcept:competeswith\tconcept:website:the_daily_news\nconcept:coach:tyrone_willingham\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:coach:mike_shanahan\tconcept:personbelongstoorganization\tconcept:sportsteam:broncos\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:boston_herald\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:blue_jays\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:hours\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:website:louisville\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:milwaukee_braves\nconcept:coach:tom_o_brien\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:angels_camp\nconcept:company:khvo\tconcept:agentcollaborateswithagent\tconcept:city:abc\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:bank_of_america_arena\nconcept:sportsteam:falcons\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:georgia_dome\nconcept:newspaper:national_review\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:grambling_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:programminglanguage:pa\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsleague:major_league_baseball\tconcept:organizationacronymhasname\tconcept:sportsleague:cfl\nconcept:actor:scott_mcnealy\tconcept:subpartof\tconcept:weatherphenomenon:sun\nconcept:company:espn_com\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:army_black_knights\nconcept:person:bill\tconcept:agentcollaborateswithagent\tconcept:person:edwards\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:portland_trailblazers\nconcept:vehicle:toledo\tconcept:mutualproxyfor\tconcept:university:ohio\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pepperdine_waves\nconcept:website:the_nation\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:lee_flames\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:lee_flames\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pengrowth_saddledome\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:officers\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:personnorthamerica:everett\nconcept:sport:initiatives\tconcept:atdate\tconcept:date:n2004\nconcept:company:sun_microsystems001\tconcept:companyeconomicsector\tconcept:economicsector:computer\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:sportsteam:yankees\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:ny\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_rams\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:city:warren\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:yankees\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bogota\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:mountain:rockford\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:televisionshow:confederate_money\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ohio_stadium\nconcept:coach:steve_spagnuolo\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:indiana_pacers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:galena_park\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:los_angeles_coliseum\nconcept:governmentorganization:states_department\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:coach:tony_dungy\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:trainstation:covina\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:boardgame:board\tconcept:atdate\tconcept:year:n1983\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:st___louis_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:jags\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:city:york\tconcept:proxyfor\tconcept:room:east\nconcept:airport:omaha\tconcept:proxyfor\tconcept:university:nebraska\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:personus:steve_ballmer\nconcept:sportsteam:tampa_bay_lightning\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:bangladesh\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:new_york_daily\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:kentucky_wildcats_basketball\nconcept:bank:iowa_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:new_york_observer\nconcept:comedian:george_stephanopoulos\tconcept:worksfor\tconcept:city:abc\nconcept:nongovorganization:u_s_\tconcept:organizationterminatedperson\tconcept:coach:tony_dicicco\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:treviso\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:four_lakes\nconcept:sportsteam:boston_terriers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:philadelphia_eagles\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:miracle_mets\nconcept:sportsteam:sixers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:county:ithaca\tconcept:proxyfor\tconcept:company:new_york\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:newark\nconcept:charactertrait:institutions\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:person:belichick\tconcept:personbelongstoorganization\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:company:new_york\tconcept:competeswith\tconcept:website:buffalo_news\nconcept:profession:cape_may\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:person:monroe\tconcept:subpartof\tconcept:musicsong:louisiana\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:university:pennsylvania_state\nconcept:coach:bill_snyder\tconcept:worksfor\tconcept:university:kansas_state\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:pearland\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:mary_hardin_baylor_crusaders\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_state_university\nconcept:company:los_angeles\tconcept:mutualproxyfor\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:barack\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:jordan_hare_stadium\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1977\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:city:lakewood\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:river:evansville\nconcept:company:new_york\tconcept:competeswith\tconcept:website:new_york_times\nconcept:wallitem:effort\tconcept:atdate\tconcept:date:n1999\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:gq\nconcept:coach:gregg_popovich\tconcept:worksfor\tconcept:city:san_antonio\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:harbor_city\nconcept:city:waco\tconcept:cityliesonriver\tconcept:river:brazos\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:company:reuters\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_braves\nconcept:sportsteam:ohio_state_university\tconcept:organizationhiredperson\tconcept:coach:jim_o_brien\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:ceo:woz\nconcept:sportsteam:anaheim_ducks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:honda_center\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:actor:scott_mcnealy\tconcept:agentcontrols\tconcept:male:sun\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:obrien\nconcept:sportsteam:kansas_state\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:personcanada:diane_sawyer\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:saban\nconcept:beach:greenville\tconcept:subpartof\tconcept:creditunion:north_carolina\nconcept:company:forbes001\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:sportsleague:nhl\tconcept:agentcontrols\tconcept:city:st_louis\nconcept:personaustralia:smith\tconcept:worksfor\tconcept:sportsteam:falcons\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:carolina_panthers\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:biotechcompany:apple\tconcept:synonymfor\tconcept:retailstore:apple_computer_inc_\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_pilgrims\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:nc_state_wolfpack_basketball\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:shreveport\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:entertainment_weekly\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:stadiumoreventvenue:bob_carr_performing_arts_centre\tconcept:atlocation\tconcept:city:orlando\nconcept:university:kansas_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:colorado_college\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:suny_fredonia_blue_devils\tconcept:teamalsoknownas\tconcept:sportsteam:ucla\nconcept:newspaper:record\tconcept:headquarteredin\tconcept:city:new_york\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:visualizablething:purvis\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:coach:john_harbaugh\nconcept:sportsteam:spartans\tconcept:teamalsoknownas\tconcept:sportsteam:buckeyes\nconcept:sportsteam:florida_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:maryland\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:website:washington_post\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:website:announcement\tconcept:atdate\tconcept:date:n1999\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:scheumann_stadium\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:harlem\nconcept:stadiumoreventvenue:hammerstein_ballroom\tconcept:atlocation\tconcept:city:new_york\nconcept:sportsteam:wright_state_raiders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:coors_field\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:army_black_knights\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:alumni_stadium\nconcept:company:new_york\tconcept:competeswith\tconcept:website:outside_magazine\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:coach:shanahan\tconcept:worksfor\tconcept:city:denver\nconcept:sportsteam:hawks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:philips_arena\nconcept:sportsteam:oakland_raiders\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:undefeated_new_england_patriots\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:cnn\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:politician:michael_r__bloomberg\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:michigan_technological_university\nconcept:sportsequipment:balls\tconcept:thinghasshape\tconcept:geometricshape:shape\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:spicewood\nconcept:sportsteam:byu\tconcept:organizationhiredperson\tconcept:coach:bronco_mendenhall\nconcept:musicartist:american\tconcept:atlocation\tconcept:hotel:aston\nconcept:sportsteam:iowa_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:razorbacks\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:retailstore:burlington\nconcept:bedroomitem:new\tconcept:subpartof\tconcept:room:way\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:park:charlestown\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:room:fresno\nconcept:coach:john_beilein\tconcept:worksfor\tconcept:company:west_virginia\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablescene:arverne\nconcept:sportsteam:montreal_canadiens\tconcept:organizationhiredperson\tconcept:coach:guy_carbonneau\nconcept:city:bogota\tconcept:citylocatedinstate\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:niners\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:los_angeles_county\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:person:terry_bowden\tconcept:worksfor\tconcept:stateorprovince:auburn\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:personus:party\nconcept:terroristorganization:point\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:mary_hardin_baylor_crusaders\nconcept:company:ryanair001\tconcept:agentactsinlocation\tconcept:city:nimes\nconcept:sportsteam:dallas_cowboys\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:sportsteam:buffalo_sabres\tconcept:organizationhiredperson\tconcept:coach:lindy_ruff\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:law\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:jamul\nconcept:university:national\tconcept:agentactsinlocation\tconcept:beach:massachusetts\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:case\nconcept:sportsteam:texas_christian_university\tconcept:organizationhiredperson\tconcept:coach:gary_patterson\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:gonzaga_bulldogs\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:politicianus:president_bush\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:profession:professionals\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsteam:florida_gulf_coast_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personaustralia:smith\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:company:north_carolina\tconcept:mutualproxyfor\tconcept:room:cary\nconcept:academicfield:delhi\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:coach:rex_ryan\tconcept:coachesteam\tconcept:sportsteam:new_york_jets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:etna\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsteam:houston_astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:carlstadt\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:maryland\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:geopoliticallocation:arizona_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:joan_c_edwards_stadium\nconcept:coach:harbaugh\tconcept:worksfor\tconcept:sportsteam:stanford\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:wayne_state\nconcept:company:charleston\tconcept:proxyfor\tconcept:company:west_virginia\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:river:arts\tconcept:proxyfor\tconcept:highway:the_new\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:sportsteam:st___louis_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:city:clinton\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:newspaper:newsday\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:coach:jim_grobe\tconcept:coachesteam\tconcept:sportsteam:wake_forest\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:mike_martz\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:sportsteam:rams\tconcept:organizationhiredperson\tconcept:coach:martz\nconcept:sportsteam:detroit_tigers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:comerica\nconcept:televisionnetwork:cbs\tconcept:competeswith\tconcept:newspaper:journal\nconcept:coach:cal_ripken\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:spor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eam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:website:cbs_evening_news\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablething:elmhurst\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:suns\nconcept:person:cokie_roberts\tconcept:worksfor\tconcept:city:abc\nconcept:city:yakima\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:stadiumoreventvenue:ralph_wilson_stadium\tconcept:stadiumlocatedincity\tconcept:city:buffalo\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unc_wilmington_seahawks\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:aguanga\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:city:washington_dc\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:national\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:candidate_barack_obama\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskies\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:nongovorganization:cities\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:radiostation:canton\tconcept:subpartof\tconcept:university:ohio\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:politicianus:barack\tconcept:personborninlocation\tconcept:city:york\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentcompeteswithagent\tconcept:sportsteam:eagles\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:sportsteam:broncos\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:invesco_field\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:university:ohio_state\tconcept:organizationhiredperson\tconcept:coach:jim_tressel\nconcept:trail:carroll\tconcept:proxyfor\tconcept:creditunion:iowa\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:glendora\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:jobposition:agency\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:person:alex_rodriguez\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:washington_nationals\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:chemical:wilmington\tconcept:mutualproxyfor\tconcept:musicartist:delaware\nconcept:city:atlanta\tconcept:proxyfor\tconcept:stadiumoreventvenue:georgia_dome\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:brooklyn_dodgers\nconcept:sportsteam:minnesota_state_mavericks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:sonora\tconcept:statehascapital\tconcept:city:hermosillo\nconcept:sportsteam:los_angeles_angels_of_anaheim\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:city:lawton\tconcept:proxyfor\tconcept:stateorprovince:oklahoma\nconcept:university:clemson\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:glenview\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:rutgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:princeton_theological_seminary\nconcept:company:apple\tconcept:organizationterminatedperson\tconcept:politician:jobs\nconcept:sportsteam:virginia_tech\tconcept:teamplaysagainstteam\tconcept:sportsteam:lsu\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:company:new_york\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:stafford\nconcept:sportsteam:texa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steam:astros\nconcept:sportsteam:sixers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:raheem_morris\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:washington_post\nconcept:stateorprovince:wyoming_cowboys\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:angel_stadium\nconcept:company:oracle\tconcept:competeswith\tconcept:company:microsoft\nconcept:academicfield:businesses\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:sportsteam:florida_gators\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rfk_memorial_stadium\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:razorbacks\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:brookfield\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:western_illinois\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politicianus:president_george_w__bush\tconcept:personchargedwithcrime\tconcept:crimeorcharge:crimes\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:mississippi_valley_state_delta_devils\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:politician:dodd\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wichita_state_shockers\nconcept:female:angels\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:airport:santa_ana\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:stephen_f_austin_lumberjacks\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:museum:facilities\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:creola\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:michigan_state\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:county:los_angeles_county\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:agentcontrols\tconcept:person:carl_crawford\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:grand_valley_state_lakers\nconcept:athlete:mike_mccarthy\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:pete_times_forum\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:rockies\nconcept:stateorprovince:oklahoma\tconcept:mutualproxyfor\tconcept:city:oklahoma_city\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:carson\nconcept:sportsteam:michigan_state\tconcept:organizationalsoknownas\tconcept:terroristorganization:state\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:camp_randall\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:boise_state_broncos\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:criminal:baton_rouge\tconcept:subpartof\tconcept:musicsong:louisiana\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:san_jose_mercury_news\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:coach:bob_stoops\tconcept:subpartof\tconcept:musicsong:oklahoma\nconcept:city:washington_d_c\tconcept:cityalsoknownas\tconcept:city:howard\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:whiting\nconcept:sportsteam:oral_roberts_golden_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n2009\nconcept:sportsequipment:tours\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:reds\tconcept:agentcontrols\tconcept:person:ken_griffey_jr\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:herald\nconcept:sportsteam:cleveland_indians\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:jacobs_field\nconcept:coach:jim_haslett\tconcept:coachesteam\tconcept:sportsteam:rams\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:stadiumoreventvenue:sbc_bricktown_ballpark\tconcept:stadiumlocatedincity\tconcept:city:san_francisco\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:seattle_mariners\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:usa_today001\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:undefeated_new_england_patriots\nconcept:company:new_york\tconcept:competeswith\tconcept:company:yahoo001\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:dantonio\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:county:san_francisco_state\tconcept:agentcontrols\tconcept:personus:danny_glover\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:sportsteam:new_york_islanders\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:coach:scott_linehan\tconcept:worksfor\tconcept:city:st_louis\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_gators\nconcept:coach:pat_dye\tconcept:personbelongstoorganization\tconcept:university:auburn\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:coach:new_york_jets\tconcept:agentcompeteswithagent\tconcept:sportsteam:philadelphia_athletics\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:pearl_city\nconcept:shoppingmall:memphis\tconcept:locationlocatedwithinlocation\tconcept:retailstore:ut\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:gene_chizik\nconcept:university:national\tconcept:agentactsinlocation\tconcept:monument:smithsonian_institute\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:person:cokie_roberts\tconcept:worksfor\tconcept:company:npr\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:person:ed_koch001\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rentschler_field\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:person:bill\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:kansas_city_chiefs\nconcept:university:national\tconcept:agentactsinlocation\tconcept:shoppingmall:memphis\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:visualizablething:north_bend\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:person:ty_willingham\tconcept:worksfor\tconcept:city:washington_d_c\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:oracle\nconcept:company:los_angeles\tconcept:mutualproxyfor\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:company:arizona\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:coach:chuck_long\tconcept:worksfor\tconcept:sportsteam:san_diego_padres\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:sportsteam:denver_nuggets\tconcept:mutualproxyfor\tconcept:company:los_angeles\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:coach:harbaugh\nconcept:newspaper:the_national\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:lee_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:elk_grove_village\nconcept:sportsteam:minnesota_twins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:metrodome\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:emotion:college\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:boardgame:board\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_illinois_huskies\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:enfield_center\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:university:bowling_green_state\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:coach:brad_childress\tconcept:athleteplaysinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:harvard_divinity_school\nconcept:sportsteam:akron_pros\tconcept:organizationhiredperson\tconcept:coach:j_d__brookhart\nconcept:nongovorganization:cities\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:oklahoma_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskers\nconcept:sportsteam:northern_iowa_panthers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_angels\nconcept:river:licking\tconcept:riveremptiesintoriver\tconcept:river:muskingum_river\nconcept:county:florence\tconcept:proxyfor\tconcept:newspaper:alabama\nconcept:newspaper:national_review\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:sportsteam:minnesota_vikings\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:metrodome\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alabama_state_hornets\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_nationals\nconcept:stadiumoreventvenue:irving_plaza\tconcept:atlocation\tconcept:city:new_york\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:coach:todd_bowles\nconcept:city:honolulu\tconcept:citylocatedinstate\tconcept:stateorprovince:hawaii\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:city:kingston\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:michigan_state\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:city:abc\tconcept:agentcontrols\tconcept:celebrity:john_stossel\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:newell\nconcept:sportsteam:new_york_islanders\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:alta_loma\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsteam:boston_celtics\tconcept:organizationhiredperson\tconcept:athlete:rick_pitino\nconcept:city:bayonne\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:coach:mike_d_antoni\tconcept:personbelongstoorganization\tconcept:sportsteam:suns\nconcept:company:weekly_standard001\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:company:telegraph001\tconcept:competeswith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rlines_arena\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:colorado_rockies\nconcept:university:utah_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsleague:acc\tconcept:organizationacronymhasname\tconcept:sportsleague:atlantic_coast_conference\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:country:orleans\nconcept:sportsteam:akron_pros\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:city:lawton\tconcept:citylocatedinstate\tconcept:stateorprovince:oklahoma\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:river:platte\tconcept:riveremptiesintoriver\tconcept:river:missouri_river\nconcept:sportsteam:baltimore_colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:biotechcompany:apple\tconcept:mutualproxyfor\tconcept:personus:jobs\nconcept:sportsteam:oklahoma_sooners_basketball\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:university:ball_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:coach:carroll\tconcept:worksfor\tconcept:university:southern_cal\nconcept:politician:jobs\tconcept:proxyfor\tconcept:professionalorganization:apple_inc\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsteam:southern_utah_thunderbirds\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:krdo_tv\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:orange_county\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsteam:golden_state_warriors\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:applegate\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1983\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:personmexico:adrian_gonzalez\tconcept:subpartof\tconcept:company:new_york\nconcept:city:hope\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:nongovorganization:u_s_\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:website:april_2006\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:company:new_york\tconcept:organizationterminatedperson\tconcept:person:juan_carlos_osorio\nconcept:sportsteam:new_jersey_nets\tconcept:atdate\tconcept:date:n2004\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:lakewood\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:metrodome\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:televisionstation:indianapolis\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:red_sox\tconcept:organizationhiredperson\tconcept:personus:theo_epstein\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:musicartist:times\tconcept:agentactsinlocation\tconcept:city:jerusalem\nconcept:male:world\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:university:national\tconcept:agentactsinlocation\tconcept:planet:order\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:coach:harbaugh\tconcept:worksfor\tconcept:sportsteam:ravens\nconcept:coach:new_york_giants\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:university:wvu\tconcept:organizationhiredperson\tconcept:coach:bill_stewart\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:blog:la_palma\nconcept:website:the_houston_chronicle\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:mississippi_state_university\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__rams\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:politician:jobs\tconcept:agentcollaborat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ansas_city_royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:coach:new_england_patriots\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:stadiumoreventvenue:arrowhead_stadium\tconcept:stadiumlocatedincity\tconcept:county:kansas_city\nconcept:sportsteam:red_sox_this_season\tconcept:agentcompeteswithagent\tconcept:personmexico:colorado_rockies\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:western_washington\nconcept:sportsteam:ravens\tconcept:organizationhiredperson\tconcept:writer:brian_billick\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:bronco_stadium\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:carolina_hurricanes\nconcept:university:kent_state\tconcept:organizationhiredperson\tconcept:coach:doug_martin\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:red_sox\nconcept:city:design\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:turner_field\nconcept:company:new_york\tconcept:subpartof\tconcept:color:ny\nconcept:coach:carroll\tconcept:worksfor\tconcept:sportsteam:usc\nconcept:sportsteam:new_york_giants\tconcept:agentcompeteswithagent\tconcept:coach:philadelphia_eagles\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:seattle_times\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:university:colorado_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:l_a__kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:company:new_york\tconcept:competeswith\tconcept:company:forbes001\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:politician:jobs\tconcept:personleadsorganization\tconcept:company:next_computer\nconcept:recordlabel:trojan\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oklahoma_state_cowboys\nconcept:coach:mitch_williams\tconcept:coachesteam\tconcept:sportsteam:raptors\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:comstock_park\nconcept:sportsleague:nfl\tconcept:organizationacronymhasname\tconcept:sportsleague:the_national_football_league\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_san_francisco_examiner\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:siena_saints\nconcept:geometricshape:activities\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:musicsong:louisiana\tconcept:mutualproxyfor\tconcept:person:monroe\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:carcassonne\nconcept:city:philadelphia\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:national\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:dallas_mavericks\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:montana_grizzlies\nconcept:visualizablescene:demarest\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:penn_state_nittany_lions\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:beaver_stadium\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:buffalo_sabres\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:grenoble\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:lee_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_jose_sharks\nconcept:county:salem\tconcept:subpartof\tconcept:politicsissue:oregon\nconcept:newspaper:new_york_post\tconcept:headquarteredin\tconcept:city:new_york\nconcept:coach:steve_spurrier\tconcept:worksfor\tconcept:sportsteam:redskins\nconcept:sportsteam:harvard_divinity_school\tconcept:organizationhiredperson\tconcept:coach:tim_murphy\nconcept:terroristorganization:state\tconcept:agentactsinlocation\tconcept:city:azerbaijan\nconcept:sportsteam:lee_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:sportsteam:seminoles\tconcept:teamplaysagainstteam\tconcept:sportsteam:maryland\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:texas_tech_university\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:verizon_center\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:county:newton\nconcept:personmexico:carlos_santana001\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1881\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:miami_university\nconcept:creditunion:north_carolina\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:athlete:boston_red_sox\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:pages\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_flyers\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_sooners_basketball\nconcept:city:abc\tconcept:subpartoforganization\tconcept:company:disney_feature_animation\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:personeurope:disney\tconcept:personleadsorganization\tconcept:recordlabel:walt_disney\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:padres\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:charlie_weis\nconcept:buildingfeature:organizations\tconcept:subpartof\tconcept:programminglanguage:state\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:ceo:michael_dell\nconcept:university:msu\tconcept:organizationhiredperson\tconcept:coach:sylvester_croom\nconcept:musicartist:american\tconcept:atlocation\tconcept:park:pearland\nconcept:sportsteam:philadelphia_flyers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:virginia_tech_hokies\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:lane_stadium\nconcept:personmexico:marvin_lewis\tconcept:worksfor\tconcept:sportsteam:bengals\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:company:bloomberg\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:company:fortune001\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:visualizablescene:joplin\tconcept:subpartof\tconcept:company:missouri\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:newspaper:journal\tconcept:competeswith\tconcept:company:fox\nconcept:sportsteam:northern_arizona\tconcept:synonymfor\tconcept:sportsteam:state_university\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:city:york\nconcept:sportsteam:washington_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskies\nconcept:city:edmonds\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:new_bedford\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:company:new_york\tconcept:competeswith\tconcept:website:washington_times\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:nongovorganization:u_s_\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:city:kennewick\tconcept:cityliesonriver\tconcept:river:columbia_river\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:actor:today\nconcept:jobposition:agency\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:ken_whisenhunt\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:athlete:rich_rodriguez\nconcept:website:new_yorker_magazine\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:person:riley001\tconcept:personborninlocation\tconcept:city:york\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_detroit_free_press\nconcept:personmexico:craig_counsell\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:yankee_stadium\nconcept:sportsteam:mavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:longhorns\nconcept:sportsteam:colorado_state\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:city:knoxville\tconcept:cityliesonriver\tconcept:river:french_broad\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:a_s\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:city:bellmawr\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:sport:initiatives\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:utah_jazz\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:east_irvine\nconcept:county:columbus\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:city:renton\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:united_center\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:troy_university_trojans\nconcept:university:state_university\tconcept:synonymfor\tconcept:jobposition:adjunct_professor\nconcept:sportsteam:rockets\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:jobposition:dean\tconcept:atdate\tconcept:date:n2004\nconcept:coach:new_york_jets\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:male:notre_dame\tconcept:agentcontrols\tconcept:coach:charlie_weis\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ben_hill_griffin_stadium\nconcept:sportsteam:vols\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:addison\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:personus:party\tconcept:agentparticipatedinevent\tconcept:crimeorcharge:crimes\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:tripler_army_medical_center\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:mac\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ameriquest_field\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:pineville\nconcept:sportsteam:jacksonville_state_gamecocks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:boston_americans\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:city:everett\tconcept:locationlocatedwithinlocation\tconcept:city:washington_d_c\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:musician:jimmy_johnson\tconcept:worksfor\tconcept:sportsteam:dallas_cowboys\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:elm_grove\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:blue_jays\nconcept:female:yankees\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:stadiumoreventvenue:alliant_energy_center\tconcept:attractionofcity\tconcept:city:madison\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:beaumont\nconcept:city:edmonton\tconcept:atdate\tconcept:date:n2009\nconcept:coach:tommy_tuberville\tconcept:agentbelongstoorganization\tconcept:stateorprovince:auburn\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:portland_trailblazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsteam:northwestern_university\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:washington_senators\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:politicaloffice:new\tconcept:mutualproxyfor\tconcept:skyscraper:financial_center\nconcept:month:december\tconcept:atdate\tconcept:date:community\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_americans\nconcept:stadiumoreventvenue:lexington\tconcept:proxyfor\tconcept:company:north_carolina\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:female:hillary\nconcept:sportsteam:ucla\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:city:l_a_\tconcept:agentcompeteswithagent\tconcept:personcanada:post\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:orlando\nconcept:sportsteam:tampa_bay_rays\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pete_times_forum\nconcept:coach:bob_stoops\tconcept:coachesteam\tconcept:sportsteam:central_oklahoma_bronchos\nconcept:company:new_york\tconcept:competeswith\tconcept:publication:espn\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:blue_jays\nconcept:company:martha_stewart\tconcept:headquarteredin\tconcept:city:new_york\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:alpharetta\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:philadelphia_inquirer\nconcept:coach:mike_stoops\tconcept:worksfor\tconcept:company:arizona\nconcept:university:north_carolina_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:cameron_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:person:sherman\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:website:new_york_times\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_hurricanes\nconcept:personcanada:peter_jennings\tconcept:personbelongstoorganization\tconcept:company:abc_news\nconcept:sportsteam:texas_a_m\tconcept:agentbelongstoorganization\tconcept:sportsteam:ncaa_midwest_regionals\nconcept:city:york\tconcept:cityliesonriver\tconcept:river:upper_hudson\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:highway:trenton\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rockies\nconcept:website:new_york_daily\tconcept:competeswith\tconcept:newspaper:times\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:surprise\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_bucks\nconcept:sportsteam:oklahoma_state_cowboys\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:stateorprovince:new_jersey\tconcept:mutualproxyfor\tconcept:city:flemington\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:bolts\nconcept:stadiumoreventvenue:kauffman_stadium\tconcept:stadiumlocatedincity\tconcept:county:kansas_city\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:website:concord\tconcept:subpartof\tconcept:company:north_carolina\nconcept:coach:guy_morriss\tconcept:worksfor\tconcept:sportsteam:mary_hardin_baylor_crusaders\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southern_mississippi_golden_eagles\nconcept:newspaper:journal\tconcept:hasofficeincity\tconcept:city:washington_d_c\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:transportation:santa_barbara\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:clarkston\nconcept:coach:lindy_ruff\tconcept:coachesteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:qualcomm_stadium\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:sportsteam:huskies\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_state\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:auburn\nconcept:sportsteam:maple_leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:lsu\nconcept:personafrica:jonathan_schwartz\tconcept:agentcollaborateswithagent\tconcept:male:sun\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:jacksonville_jaguars\nconcept:televisionstation:associated_press\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:expos\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:newspaper:times\tconcept:competeswith\tconcept:company:bloomberg\nconcept:company:new_york\tconcept:competeswith\tconcept:publication:times_book_review\nconcept:coach:tony_dungy\tconcept:personbelongstoorganization\tconcept:sportsleague:nfl\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:florida_state\tconcept:synonymfor\tconcept:sportsteam:state_university\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:everett\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:bankatlantic_center\nconcept:sportsteam:boston_celtics\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:td_garden\nconcept:company:cnn_\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:sacramento_kings\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:alabama\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticalorganization:pasadena\nconcept:profession:division\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:buffalo_bills\nconcept:charactertrait:world\tconcept:atdate\tconcept:year:n1984\nconcept:sportsteam:james_madison_dukes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:hotel:somerset\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:jobposition:agency\tconcept:synonymfor\tconcept:governmentorganization:u_s_department\nconcept:personus:andruw_jones\tconcept:personbelongstoorganization\tconcept:sportsteam:dodgers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:rancho_santa_margarita\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:nevada_wolfpack\nconcept:university:state_university\tconcept:synonymfor\tconcept:trainstation:george_mason\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:columbia_university\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rynearson_stadium\nconcept:county:los_angeles_county\tconcept:cityalsoknownas\tconcept:city:la\nconcept:politicalparty:college\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:assembly_hall_in\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:ferris_state_university\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:johnny_dawkins\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:st___louis_cardinals\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kyle_field\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:company:ryanair001\tconcept:agentactsinlocation\tconcept:county:dublin\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_hurricanes\nconcept:personus:shane_victorino\tconcept:personbelongstoorganization\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:new_orleans_hornets\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:governmentorganization:state_courts\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__kings\nconcept:sportsteam:vanderbilt_commodores\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:personus:steve_ballmer\tconcept:personleadsorganization\tconcept:university:microsoft\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arizona_state_sun_devils\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:chicago_blackhawks\nconcept:coach:urban_meyer\tconcept:coachesteam\tconcept:sportsteam:florida_gators\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:missouri_tigers\nconcept:city:philadelphia\tconcept:cityliesonriver\tconcept:river:schuylkill\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:university_stadium\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:county:florence\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_nationals\nconcept:highway:lakewood\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:coach:jim_tressel\tconcept:subpartof\tconcept:building:ohio_state\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:sportsteam:kansas_city_royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:museum:franklin\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:sportsteam:oregon_state_beavers\tconcept:organizationhiredperson\tconcept:athlete:craig_robinson\nconcept:coach:mangini\tconcept:worksfor\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:ohio_state_buckeyes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:george_perles\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:hawks\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:emotion:college\tconcept:atdate\tconcept:date:n2009\nconcept:nongovorganization:u_s_\tconcept:organizationterminatedperson\tconcept:coach:greg_ryan\nconcept:musicartist:times\tconcept:agentactsinlocation\tconcept:city:la\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:county:penn_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:suns\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:us_airways_center\nconcept:sportsteam:redskins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:fedex_field\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:edmonds\nconcept:sportsteam:san_diego_padres\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:magazine:atlantic_monthly\tconcept:competeswith\tconcept:newspaper:journal\nconcept:stadiumoreventvenue:edward_jones_dome\tconcept:stadiumlocatedincity\tconcept:city:saint_louis\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:steelers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:nc_state\nconcept:sportsteam:new_mexico_lobos\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:city:bloomfield\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:baltimore_colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:bolts\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:memphis_tigers\nconcept:company:fox\tconcept:hasofficeincity\tconcept:city:washington_d_c\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:nongovorganization:u_s_\nconcept:company:new_york\tconcept:competeswith\tconcept:bank:discover\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:montana_state_university\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:stadiumoreventvenue:lexington\tconcept:subpartof\tconcept:wine:kentucky\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:franklin_covey_field\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:website:rolling_stone_magazine\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:lsu_tigers\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:kansas_state\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_michigan_broncos\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:akron_pros\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rockies\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:newspaper:the_detroit_free_press\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_clippers\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:legion_field\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:esu_hornets\nconcept:book:description\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:retailstore:itunes_store\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:daily_news001\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:river:shasta_lake\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:western_kentucky_hilltoppers\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:city:huntsville\tconcept:locationlocatedwithinlocation\tconcept:geopoliticallocation:sam_houston\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:university:national\tconcept:agentactsinlocation\tconcept:monument:georgetown\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:hotel:alpine\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:politician:jobs\tconcept:subpartof\tconcept:company:apple\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:northern_illinois_university\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:efforts\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:tar_heels\tconcept:teamplaysagainstteam\tconcept:sportsteam:wake_forest\nconcept:athlete:rockies\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:ucla\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:city:stillwater\tconcept:proxyfor\tconcept:stateorprovince:oklahoma\nconcept:nongovorganization:cities\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:liverpool\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:orlando_magic\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:politician:adrian_fenty\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_devils\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:website:cnn__fox\tconcept:competeswith\tconcept:newspaper:times\nconcept:company:new_york\tconcept:competeswith\tconcept:company:ap_001\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:website:athletics\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:coach:philadelphia_eagles\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:stadiumoreventvenue:cobb_energy_performing_arts_centre\tconcept:atlocation\tconcept:city:atlanta\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:carolina_panthers\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:politician:jobs\tconcept:worksfor\tconcept:university:yahoo\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:personmexico:stewart\tconcept:personbelongstoorganization\tconcept:university:wvu\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:museum:macworld\nconcept:company:npr\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alaska_fairbanks_nanooks\nconcept:personmexico:seattle_mariners\tconcept:agentcollaborateswithagent\tconcept:person:ichiro_suzuki\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:river:potomac\tconcept:riveremptiesintoriver\tconcept:river:potomac_river\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:coach:dennis_franchione\tconcept:coachesteam\tconcept:sportsteam:texas_a_m\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:new_york_jets\nconcept:company:missouri\tconcept:organizationhiredperson\tconcept:coach:gary_pinkel\nconcept:coach:gregg_popovich\tconcept:coachesteam\tconcept:sportsteam:san_antonio\nconcept:sportsteam:nittany_lions\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sun_devil_stadium\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablescene:lake_elsinore\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:georgia_bulldogs\nconcept:university:national\tconcept:agentactsinlocation\tconcept:blog:la_palma\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:north_houston\nconcept:boardgame:board\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskies\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:cypress\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:rhode_island_rams\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:maine_black_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:company:usa_today001\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:website:pages\tconcept:atdate\tconcept:date:n2004\nconcept:coach:bill_fennelly\tconcept:worksfor\tconcept:bank:iowa_state\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:stadiumoreventvenue:comerica\tconcept:stadiumlocatedincity\tconcept:city:detroit\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_international_herald_tribune\nconcept:sportsteam:buffalo_bills\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:ralph_wilson_stadium\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:michigan_state\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:person:ty_willingham\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:coach:jim_zorn\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:fedex_field\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politicianus:cindy_mccain\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:wenatchee\nconcept:televisionnetwork:cbs\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:oklahoma_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:iowa_state\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:chowan_braves\tconcept:agentcollaborateswithagent\tconcept:personus:andruw_jones\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:idaho_state_bengals\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:retailstore:burlington\tconcept:locationlocatedwithinlocation\tconcept:beach:vermont\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:san_francisco\nconcept:city:enid\tconcept:proxyfor\tconcept:stateorprovince:oklahoma\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:chronicle001\nconcept:retailstore:burlington\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:coach:mark_mangino\tconcept:subpartof\tconcept:creditunion:kansas\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:evanston\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:museum:wilmington\tconcept:subpartof\tconcept:company:north_carolina\nconcept:stadiumoreventvenue:chase_field\tconcept:locationlocatedwithinlocation\tconcept:city:phoenix\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:county:bedford\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:oakland_raiders\tconcept:organizationhiredperson\tconcept:coach:tom_cable\nconcept:sportsteam:los_angeles_lakers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:staples_center\nconcept:sportsteam:byu\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:austell\nconcept:company:fox\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:university:oklahoma_state\tconcept:organizationhiredperson\tconcept:coach:travis_ford\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1967\nconcept:sportsteam:new_york_islanders\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_longhorns\nconcept:politicsblog:republic\tconcept:atlocation\tconcept:city:washington_d_c\nconcept:sportsteam:portland_trailblazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_diego_padres\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trail:saint_elmo\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:red_wings\nconcept:musicartist:american\tconcept:atlocation\tconcept:highway:charlestown\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:university:national\tconcept:agentactsinlocation\tconcept:street:spring\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:coach:bill_tierney\tconcept:coachesteam\tconcept:sportsteam:princeton_theological_seminary\nconcept:politician:w__bush\tconcept:agentcollaborateswithagent\tconcept:politicianus:john_kerry\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:employees\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:terroristorganization:state\tconcept:agentactsinlocation\tconcept:hotel:union\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_rays\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:city:new_york\tconcept:cityliesonriver\tconcept:river:hudson\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:johnny_red_floyd_stadium\nconcept:city:new_york\tconcept:atdate\tconcept:dayofweek:monday\nconcept:sportsteam:new_england_patriots\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:city:paris\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:river:chattahoochee\tconcept:riveremptiesintoriver\tconcept:river:peachtree_creek\nconcept:sportsteam:auburn_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:newspaper:philadelphia_inquirer\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:transportation:two\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:brooklyn_dodgers\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:portland_trailblazers\nconcept:university:national\tconcept:agentactsinlocation\tconcept:visualizablething:elmhurst\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:coach:knute_rockne\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:building:nation\tconcept:buildinglocatedincity\tconcept:city:vegas\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:nats\nconcept:city:yakima\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:product:appletv\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:company:oracle\tconcept:agentcollaborateswithagent\tconcept:person:larry_ellison\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:city:washington_d_c\tconcept:proxyfor\tconcept:nongovorganization:u_s_\nconcept:county:virginia_tech\tconcept:atdate\tconcept:date:n2004\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:georgia_dome\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:nevada_wolfpack\nconcept:company:hp\tconcept:competeswith\tconcept:company:apple002\nconcept:person:allen\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:morehouse_maroon_tigers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:ambler\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablescene:eldorado_springs\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:atlanta_thrashers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:philips_arena\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:boston_globe001\nconcept:journalist:terry_moran\tconcept:worksfor\tconcept:city:abc\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:southwest_texas_state_university\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:company:west_virginia\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:sportsteam:stanford\tconcept:organizationhiredperson\tconcept:coach:mike_montgomery\nconcept:stadiumoreventvenue:ogden_theatre\tconcept:locationlocatedwithinlocation\tconcept:city:denver\nconcept:city:new_york\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:eastern_kentucky_colonels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:abc\tconcept:agentcontrols\tconcept:publication:wpbf_tv\nconcept:musicartist:colleges\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:company:north_carolina\tconcept:mutualproxyfor\tconcept:writer:clayton\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:el_segundo\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:street:arlington\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:university:unc\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:sportsteam:michigan_state\tconcept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oncept:coach:spagnuolo\nconcept:city:buffalo\tconcept:cityliesonriver\tconcept:river:niagara\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:texas_rangers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:airway_heights\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:_skins\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:palin\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:jeff_jagodzinski\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:packers\tconcept:teamalsoknownas\tconcept:sportsteam:new_york_giants\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trail:apple_valley\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:coach:mangini\tconcept:personbelongstoorganization\tconcept:company:new_york\nconcept:sportsteam:nc_state\tconcept:organizationhiredperson\tconcept:coach:kay_yow\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:lowell\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:newman_lake\nconcept:company:north_carolina\tconcept:mutualproxyfor\tconcept:chemical:wilmington\nconcept:coach:san_diego_chargers\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:sport:initiatives\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cameron_aggies\nconcept:biotechcompany:apple\tconcept:agentcontrols\tconcept:website:jobs\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:navy_marine_corps_memorial_stadium\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:texas_christian_university\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:newspaper:journal\tconcept:agentcontrols\tconcept:newspaper:national_review\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_timberwolves\nconcept:coach:bill_walsh\tconcept:personbelongstoorganization\tconcept:sportsteam:dallas_cowboys\nconcept:sportsteam:east_carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_pilgrims\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:forbes001\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:musicinstrument:buffalo\nconcept:sportsteam:tennessee_volunteers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:neyland_stadium\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:city:york\tconcept:cityliesonriver\tconcept:river:neversink\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:foothill_ranch\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:mountain:clarkdale\nconcept:sportsteam:red_wings\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:joe_louis_arena\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:profession:employees\nconcept:sportsteam:bills\tconcept:organizationhiredperson\tconcept:athlete:williams\nconcept:stadiumoreventvenue:petco_park\tconcept:stadiumlocatedincity\tconcept:city:san_diego\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:salon_com\nconcept:company:north_carolina\tconcept:mutualproxyfor\tconcept:magazine:charlotte\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:northern_colorado_bears\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:orioles\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:camden_yards\nconcept:stadiumoreventvenue:amway_arena\tconcept:atlocation\tconcept:city:orlando\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_hornets\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:coach:mangini\tconcept:personbelongstoorganization\tconcept:sportsleague:new\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:bedford\nconcept:sportsteam:ole_miss\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politician:michael_r__bloomberg\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:geometricshape:property\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:red_sox\tconcept:organizationterminatedperson\tconcept:personus:theo_epstein\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:vogue001\nconcept:athlete:mike_mccarthy\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1984\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:island:dover\nconcept:politicalparty:college\tconcept:synonymfor\tconcept:boardgame:board\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:toronto_star\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:ballico\nconcept:sportsteam:portland_trailblazers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rose_garden\nconcept:politicianus:stephen_goldsmith\tconcept:agentbelongstoorganization\tconcept:city:indianapolis\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:grand_rapids_kalamazoo_battle_creek\nconcept:university:national\tconcept:atlocation\tconcept:stateorprovince:morning\nconcept:sportsteam:red_wings\tconcept:organizationhiredperson\tconcept:personmexico:scotty_bowman\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:city:new_york\tconcept:locationlocatedwithinlocation\tconcept:city:vegas\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:skiarea:rock_creek\tconcept:riveremptiesintoriver\tconcept:river:potomac_river\nconcept:beverage:plymouth\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:personus:party\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:date:sept_\tconcept:atdate\tconcept:date:meeting\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:newspaper:the_san_francisco_examiner\tconcept:newspaperincity\tconcept:city:washington_d_c\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:mountain:altadena\nconcept:river:potomac\tconcept:riveremptiesintoriver\tconcept:river:wills_creek\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:whiskeytown\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:profession:professionals\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:giants_stadium\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1867\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:avs\nconcept:sportsteam:philadelphia_eagles\tconcept:organizationhiredperson\tconcept:person:andy_reid\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:city:hackensack\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:titans\nconcept:sportsteam:lsu\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:tiger_stadium\nconcept:company:new_york\tconcept:competeswith\tconcept:company:miami_herald001\nconcept:company:new_york\tconcept:competeswith\tconcept:website:the_nation\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:person:davis\nconcept:person:bill\tconcept:personleadsorganization\tconcept:sportsteam:harvard_divinity_school\nconcept:coach:al_arbour\tconcept:coachesinleague\tconcept:sportsleague:nhl\nconcept:athlete:mike_smith\tconcept:coachesteam\tconcept:sportsteam:falcons\nconcept:buildingfeature:organizations\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:university:national\tconcept:agentactsinlocation\tconcept:county:baton_rouge\nconcept:website:rolling_stone_magazine\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:politicsbill:state_law\tconcept:mutualproxyfor\tconcept:politicaloffice:new\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:celebrity:john_stossel\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:personus:warren_buffet\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:vehicle:units\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:eagles\tconcept:organizationhiredperson\tconcept:person:andy_reid\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:johns_hopkins_blue_jays\nconcept:skiarea:farmington\tconcept:proxyfor\tconcept:reptile:new_mexico\nconcept:coach:sonny_lubick\tconcept:worksfor\tconcept:sportsteam:colorado_state\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:jacksonville_jaguars\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:politician:phil_gordon\nconcept:jobposition:municipality\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:personaustralia:smith\tconcept:worksfor\tconcept:university:oklahoma_state\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:ole_miss\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:rangers\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:city:provo\tconcept:citylocatedinstate\tconcept:stateorprovince:utah\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:city:amherst\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:uc_irvine_anteaters\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:geopoliticallocation:rutgers\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:north_metro\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:mountaineer_field\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_timberwolves\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:beach:beach_haven\nconcept:person:jackson001\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:sportsteam:california_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:coach:bob_stoops\tconcept:worksfor\tconcept:stateorprovince:oklahoma\nconcept:newspaper:times\tconcept:hasofficeincity\tconcept:city:l_a_\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:person:lane_kiffin\nconcept:company:new_york\tconcept:proxyfor\tconcept:musicfestival:webster_hall\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:coach:van_gundy\tconcept:worksfor\tconcept:sportsteam:magic\nconcept:book:alexandria\tconcept:subpartof\tconcept:musicsong:louisiana\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:female:hillary\tconcept:personborninlocation\tconcept:city:york\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:seattle_mariners\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:uc_davis_aggies\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:st_bonaventure_bonnies\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:city:blackwood\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:company:missouri\tconcept:organizationterminatedperson\tconcept:personaustralia:gary_pinkel\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_rays\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:memorial_field\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:coach:bobby_petrino\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:gigs\nconcept:profession:personnel\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:lithonia\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:crum_lynne\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_islanders\nconcept:city:flemington\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:company:missouri\tconcept:organizationhiredperson\tconcept:person:anderson\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:musicartist:american\tconcept:atlocation\tconcept:stateorprovince:waipahu\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:central_oklahoma_bronchos\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n1996\nconcept:publication:espn\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:englewood\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sportsteam:new_york_giants\nconcept:newspaper:alabama\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:carter_finley_stadium\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:female:hilary\tconcept:personborninlocation\tconcept:city:york\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:museum:benton\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:richmond_spiders\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:lebanon\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:charactertrait:world\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:iowa_state\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:radiostation:cleveland\nconcept:sportsteam:rams\tconcept:teamalsoknownas\tconcept:sportsteam:titans\nconcept:company:new_york\tconcept:competeswith\tconcept:company:weekly_standard001\nconcept:person:bill\tconcept:personborninlocation\tconcept:city:york\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bruins\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_new_york_observer\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:la_habra\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:politician:jobs\tconcept:personborninlocation\tconcept:city:york\nconcept:room:development\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:richland\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:person:elizabeth001\tconcept:proxyfor\tconcept:rad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panthers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:carolina_hurricanes\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:sportsteam:toledo_rockets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politicsissue:oregon\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:systems\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:step\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:banning\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:alltel_stadium\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:vols\nconcept:sportsteam:blue_jays\tconcept:agentcollaborateswithagent\tconcept:athlete:vernon_wells\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:sportsgame:leaders\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:company:new_york\tconcept:agentactsinlocation\tconcept:airport:jersey\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:spurs\nconcept:website:chicago_tribune\tconcept:newspaperincity\tconcept:city:chicago\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:coach:al_arbour\tconcept:coachesteam\tconcept:sportsteam:leafs\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:alabama_crimson_tide\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vermont_catamounts\nconcept:politicianus:presidential_candidate_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:akron_pros\nconcept:personaustralia:jim_calhoun\tconcept:personbelongstoorganization\tconcept:university:connecticut\nconcept:sportsteam:boston_bruins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:td_garden\nconcept:sportsteam:terps\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:company:north_carolina\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:oklahoma_sooners_basketball\tconcept:teamplaysagainstteam\tconcept:sportsteam:longhorns\nconcept:geopoliticallocation:central_michigan\tconcept:organizationhiredperson\tconcept:coach:brian_kelly\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:athlete:jeff_campbell\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:case_western_reserve\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsteam:blue_jays\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rogers_centre\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:coach:bill_herrion\tconcept:personbelongstoorganization\tconcept:sportsteam:east_carolina\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:county:bellingham\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_brewers\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_bruins\nconcept:room:development\tconcept:synonymfor\tconcept:jobposition:compiler\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:company:espn_com\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_devils\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:alabama_birmingham_blazers\nconcept:company:reuters\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:utep_miners\nconcept:university:state_university\tconcept:synonymfor\tconcept:geopoliticallocation:rutgers\nconcept:male:sun\tconcept:agentinvolvedwithitem\tconcept:videogame:solaris\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arkansas_state_red_wolves\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:geometricshape:activities\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:kfsn\nconcept:musician:vice_president\tconcept:mutualproxyfor\tconcept:sportsequipment:board\nconcept:county:salem\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:coach:huggins\tconcept:personbelongstoorganization\tconcept:company:west_virginia\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:coach:new_york_jets\tconcept:agentcontrols\tconcept:coach:eric_mangini\nconcept:politicaloffice:office\tconcept:atdate\tconcept:month:may\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:jim_haslett\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:anderson\nconcept:city:san_francisco\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:city:providence\tconcept:cityliesonriver\tconcept:river:woonasquatucket\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:aggies\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:stadiumoreventvenue:target_center\tconcept:stadiumlocatedincity\tconcept:city:minneapolis\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:company:west_virginia\tconcept:mutualproxyfor\tconcept:winery:huntington\nconcept:city:st_louis\tconcept:organizationhiredperson\tconcept:coach:steve_spagnuolo\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:seattle_supersonics\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:heat\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:kansas_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:iowa_state\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:university:state_university\tconcept:synonymfor\tconcept:agent:southern_illinois\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:musicartist:delaware\nconcept:sportsteam:wake_forest\tconcept:teamplaysagainstteam\tconcept:sportsteam:georgia_tech\nconcept:city:collingswood\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:website:the_washington_times\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:person:sam_donaldson\nconcept:sportsteam:oakland_athletics\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:bruins\tconcept:teamalsoknownas\tconcept:sportsteam:ucla\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:huskies\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:professor:john_l__smith\tconcept:worksfor\tconcept:sportsteam:michigan_state\nconcept:musicartist:american\tconcept:atlocation\tconcept:shoppingmall:chestnut_hill\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:municipalities\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nco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tsinlocation\tconcept:mountain:altadena\nconcept:stadiumoreventvenue:candlestick_park\tconcept:stadiumlocatedincity\tconcept:city:san_francisco\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:year_the_cubs\nconcept:emotion:college\tconcept:mutualproxyfor\tconcept:university:state_university\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:chemical:wilmington\tconcept:subpartof\tconcept:musicartist:delaware\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:chattaroy\nconcept:city:orlando\tconcept:proxyfor\tconcept:stadiumoreventvenue:amway_arena\nconcept:university:national\tconcept:agentactsinlocation\tconcept:museum:wichita\nconcept:sportsteam:hokies\tconcept:organizationhiredperson\tconcept:coach:frank_beamer\nconcept:stadiumoreventvenue:prudential_center_2\tconcept:stadiumlocatedincity\tconcept:city:newark\nconcept:sportsteam:yanks\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:candidate\nconcept:visualizablescene:joplin\tconcept:proxyfor\tconcept:company:missouri\nconcept:city:columbus\tconcept:cityliesonriver\tconcept:river:loup\nconcept:coach:baltimore_ravens\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:automobilemaker:dallas_cowboys\tconcept:organizationhiredperson\tconcept:musician:jimmy_johnson\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:new_yankee_stadium\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:habs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:hotel:fullerton\nconcept:company:west_virginia\tconcept:mutualproxyfor\tconcept:university:parkersburg\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:nats\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:personcanada:elizabeth_vargas\nconcept:company:new_york\tconcept:competeswith\tconcept:website:new_york_daily\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:female:macbook_air\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:artesia\nconcept:county:newton\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:county:columbus\tconcept:proxyfor\tconcept:university:ohio\nconcept:personnorthamerica:bills\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:miami_dolphins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:dolphins_stadium\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:nominee_barack_obama\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:eagles\tconcept:organizationhiredperson\tconcept:athlete:paul_brown\nconcept:sportsteam:razorbacks\tconcept:organizationhiredperson\tconcept:coach:bobby_petrino\nconcept:mountain:columbia\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:morrisville\nconcept:nongovorganization:democrat\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:joe_biden\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:central_michigan_chippewas\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:kaaawa\nconcept:river:arts\tconcept:locationlocatedwithinlocation\tconcept:highway:the_new\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:mavericks\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:houston_astros\nconcept:sportsteam:new_mexico_state_aggies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_state_seminoles\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_athletics\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:tennessee_chattanooga_mocs\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:tom_coughlin\nconcept:coach:new_york_jets\tconcept:agentcompeteswithagent\tconcept:sportsteam:dundee_united\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:coach:gary_kubiak\tconcept:coachesteam\tconcept:sportsteam:texans\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:florida_gulf_coast_eagles\nconcept:geometricshape:property\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:la_salle_explorers\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:msnbc_com\nconcept:sportsteam:nevada_wolfpack\tconcept:organizationhiredperson\tconcept:coach:chuck_amato\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:gene_chizik\nconcept:coach:mike_montgomery\tconcept:worksfor\tconcept:sportsteam:stanford\nconcept:newspaper:the_christian_science_monitor\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:female:hilary\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:citadel_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:tomlin\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_raiders\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:radiostation:cleveland\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:company:nebraska\tconcept:mutualproxyfor\tconcept:airport:omaha\nconcept:terroristorganization:money\tconcept:agentcollaborateswithagent\tconcept:terroristorganization:state\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:skip_prosser\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:company:new_york\tconcept:competeswith\tconcept:company:cnn\nconcept:sportsteam:east_carolina\tconcept:agentactsinlocation\tconcept:beach:greenville\nconcept:coach:bill_stewart\tconcept:worksfor\tconcept:city:abc\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:jobposition:agency\tconcept:atdate\tconcept:date:n1999\nconcept:personafrica:george_bush\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:university:southern_cal\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:county:jersey_city\tconcept:atlocation\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:yanks\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:musicartist:american\tconcept:atlocation\tconcept:museum:cedarhurst\nconcept:athlete:larry_robinson\tconcept:coachesteam\tconcept:sportsteam:devils\nconcept:sportsteam:army_black_knights\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:musicartist:american\tconcept:atlocation\tconcept:hotel:fullerton\nconcept:sportsteam:uconn\tconcept:teamplaysagainstteam\tconcept:sportsteam:stanford\nconcept:company:new_york\tconcept:atdate\tconcept:year:n1884\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:personus:evan_longoria\nconcept:sportsteam:colorado_state\tconcept:organizationhiredperson\tconcept:coach:steve_fairchild\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:trainstation:fall\nconcept:sportsteam:ravens_23_14\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:stadiumoreventvenue:pacific_bell_park\tconcept:stadiumlocatedincity\tconcept:city:san_francisco\nconcept:newspaper:journal\tconcept:competeswith\tconcept:newspaper:philadelphia_inquirer\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_texans\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:ball_state_cardinals\nconcept:sportsteam:kansas_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskers\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:illini\nconcept:coach:tom_coughlin\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:person:anderson\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:sportsteam:northern_arizona_lumberjacks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:county:olympia\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:east_orange\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sbc_bricktown_ballpark\nconcept:sportsteam:kansas_city_royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:website:good_housekeeping\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:jobposition:municipality\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oregon_ducks\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:utah_jazz\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:sportsteam:east_carolina\tconcept:agentcompeteswithagent\tconcept:invertebrate:loggers\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:comiskey\nconcept:sportsteam:ohio_state_university\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:sportsteam:rams\tconcept:organizationhiredperson\tconcept:coach:steve_spagnuolo\nconcept:newspaper:journal\tconcept:competeswith\tconcept:newspaper:newsday\nconcept:university:national\tconcept:agentactsinlocation\tconcept:museum:cedarhurst\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:morrison\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:athlete:jeremy_bates\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:nats\nconcept:sportsteam:golden_state_warriors\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:company:new_york\tconcept:competeswith\tconcept:company:christian_science_monitor\nconcept:university:national\tconcept:agentactsinlocation\tconcept:stateorprovince:ardmore\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:flyers_playoff_tickets\tconcept:organizationhiredperson\tconcept:person:stevens001\nconcept:coach:miami_dolphins\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:company:new_york\tconcept:competeswith\tconcept:company:npr\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:university:illinois_state\nconcept:city:columbus\tconcept:cityliesonriver\tconcept:river:olentangy\nconcept:coach:baltimore_colts\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:musicartist:american\tconcept:atlocation\tconcept:hotel:westminster\nconcept:televisionstation:jersey_city\tconcept:agentcollaborateswithagent\tconcept:politician:bret_schundler\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:coach:bud_wilkinson\nconcept:coach:mark_dantonio\tconcept:personbelongstoorganization\tconcept:university:msu\nconcept:person:lawrence001\tconcept:mutualproxyfor\tconcept:beach:massachusetts\nconcept:sportsteam:iowa_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:sportsteam:new_york_football_giants\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:ny\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:elon_phoenix\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:coach:randy_walker\tconcept:worksfor\tconcept:sportsteam:northwestern\nconcept:stadiumoreventvenue:rca_dome\tconcept:stadiumlocatedincity\tconcept:city:indianapolis\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:bala_cynwyd\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1960\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:company:apple_iphone\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politicianus:barack_hussein\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:landscapefeatures:steps\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:city:houston\tconcept:organizationhiredperson\tconcept:coach:kevin_sumlin\nconcept:city:elyria\tconcept:subpartof\tconcept:university:ohio\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bellwood\nconcept:city:design\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:university:san_jose_state\tconcept:atlocation\tconcept:building:san_jose_convention_center\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:concordville\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wake_forest_demon_deacons\nconcept:sportsteam:state_university\tconcept:organizationalsoknownas\tconcept:sportsteam:florida_state\nconcept:coach:george_halas\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:coach:jeff_fisher\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:coach:bill_parcells\tconcept:personbelongstoorganization\tconcept:sportsleague:new\nconcept:coach:tim_murphy\tconcept:coachesteam\tconcept:sportsteam:harvard_divinity_school\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:creditunion:wisconsin\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:blog:time_magazine\nconcept:sportsteam:indiana_pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:romney_stadium\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:company:apple\tconcept:synonymfor\tconcept:biotechcompany:apple\nconcept:company:npr\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:website:facebook\tconcept:competeswith\tconcept:website:yahoo\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:npr\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:beverly\nconcept:sportsteam:georgia_southern_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:new_mexico_lobos\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:new_york_press\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:stadiumoreventvenue:time_warner_cable_arena\tconcept:atlocation\tconcept:city:charlotte\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:alamo\nconcept:university:msu\tconcept:organizationhiredperson\tconcept:coach:dantonio\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:fort_mill\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:idaho_state_bengals\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_texans\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:athlete:charlie_gibson\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:museum:facilities\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:month:august\tconcept:atdate\tconcept:date:community\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bangor\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bulldogs\nconcept:politician:norwood\tconcept:subpartof\tconcept:beach:massachusetts\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:banta\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\ncon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afs\nconcept:company:new_york\tconcept:atdate\tconcept:year:n1866\nconcept:sportsteam:ball_state_university\tconcept:organizationhiredperson\tconcept:coach:brady_hoke\nconcept:city:englewood\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:coach:mike_martz\tconcept:worksfor\tconcept:sportsteam:rams\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:person:alex_rodriguez\tconcept:subpartof\tconcept:company:new_york\nconcept:boardgame:board\tconcept:atdate\tconcept:date:n1996\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:stadiumoreventvenue:philips_arena\tconcept:stadiumlocatedincity\tconcept:city:atlanta\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:artesia\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool\nconcept:sportsteam:portland_trailblazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:company:cnn\tconcept:headquarteredin\tconcept:city:atlanta\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:coach:gene_chizik\tconcept:worksfor\tconcept:university:auburn\nconcept:sportsteam:boise_state_broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_christian_university\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:coach:rex_ryan\tconcept:agentbelongstoorganization\tconcept:sportsleague:new\nconcept:coach:brad_childress\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:company:new_york\tconcept:competeswith\tconcept:company:economist001\nconcept:sportsteam:george_mason_patriots\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:company:fox\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:tucson\nconcept:city:akron\tconcept:cityliesonriver\tconcept:river:cuyahoga\nconcept:biotechcompany:apple\tconcept:agentcreated\tconcept:website:mac\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:washington_times\nconcept:geopoliticallocation:bethany\tconcept:atlocation\tconcept:stateorprovince:oklahoma\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:coach:lute_olson\tconcept:personbelongstoorganization\tconcept:company:arizona\nconcept:mountain:columbia\tconcept:proxyfor\tconcept:company:missouri\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:coach:dan_reeves\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:greenwood\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:antelope\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:coach:lindy_ruff\tconcept:coachesinleague\tconcept:sportsleague:nhl\nconcept:university:national\tconcept:agentactsinlocation\tconcept:stateorprovince:auburn\nconcept:coach:richard_hamilton\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:palace_of_auburn_hills\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticalorganization:marshall\nconcept:musicartist:american\tconcept:atlocation\tconcept:visualizablething:elmhurst\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:person:macintosh\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:company:new_york\tconcept:competeswith\tconcept:website:rolling_stone_magazine\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept: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06\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:anaheim_angels\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:buckeyes\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:the_village_voice\nconcept:radiostation:new_jersey\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsteam:yanks\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:midway_city\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:malone_stadium\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:indiana_university\nconcept:sportsteam:washington_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:coach:ara_parseghian\tconcept:coachesinleague\tconcept:sportsleague:college_football\nconcept:coach:frank_beamer\tconcept:worksfor\tconcept:county:virginia_tech\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:coach:fassel\tconcept:worksfor\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:chicago_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:salt_lake\nconcept:city:haddonfield\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:rams\tconcept:organizationhiredperson\tconcept:coach:scott_linehan\nconcept:city:glendora\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:radiostation:morristown\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:disease:suburb\nconcept:sportsteam:tennessee_state_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:van_gundy\tconcept:personbelongstoorganization\tconcept:city:houston\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:albuquerque\nconcept:university:national\tconcept:agentactsinlocation\tconcept:skiarea:tennessee\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:support\nconcept:sportsteam:titans\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:lp_field\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cedar_park\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:salon\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:newspaper:grand_island\tconcept:mutualproxyfor\tconcept:musicsong:nebraska\nconcept:university:colorado_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:sonics\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:company:telegraph001\tconcept:competeswith\tconcept:politicsblog:independent\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_senators\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:brooklyn_dodgers\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:time_magazine\nconcept:university:oklahoma_state\tconcept:organizationhiredperson\tconcept:celebrity:sean_sutton\nconcept:sportsteam:maple_leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:geopoliticallocation:bethany\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:michigan_state\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:safeco_field\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:city:princeton\tconcept:proxyfor\tconcept:politicaloffice:new\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_blues\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:musicartist:american\tconcept:atlocation\tconcept:building:santa_fe\nconcept:coach:tressel\tconcept:worksfor\tconcept:city:buckeye\nconcept:sportsteam:bucks\tconcept:organizationhiredperson\tconcept:coach:scott_stiles\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:personcanada:self\tconcept:personbelongstoorganization\tconcept:university:ku\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:coach:dan_reeves\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:politicsissue:requirements\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:portland_trailblazers\nconcept:sportsteam:maryland\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_state\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:schoellkopf_field\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:john_gruden\nconcept:company:cnn_\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:stadiumoreventvenue:mile_high_stadium\tconcept:stadiumlocatedincity\tconcept:city:denver\nconcept:person:edwards\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:person:ed_koch001\tconcept:personleadsgeopoliticalorganization\tconcept:city:york\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:eastern_kentucky_colonels\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:city:princeton\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:website:new_york_american\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:san_juan_capistrano\nconcept:university:national\tconcept:agentactsinlocation\tconcept:museum:wilmington\nconcept:website:washington_post\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:personcanada:ken_whisenhunt\nconcept:sportsteam:san_jose_sharks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:hp_pavilion\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1981\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:sportsteam:mississippi_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:fox\tconcept:hasofficeincity\tconcept:county:los_angeles_county\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:jobs\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_bucks\nconcept:musicsong:louisiana\tconcept:mutualproxyfor\tconcept:book:alexandria\nconcept:coach:mark_mangino\tconcept:personbelongstoorganization\tconcept:creditunion:kansas\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:houston_cougars\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:undefeated_new_england_patriots\nconcept:sportsteam:nevada_wolfpack\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:personcanada:elizabeth_vargas\tconcept:personbelongstoorganization\tconcept:city:abc\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:lambeau_field\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ryan_field\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:war_memorial_stadium\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:la_canada_flintridge\nconcept:sportsteam:dallas_cowboys\tconcept:teamalsoknownas\tconcept:sportsteam:bills\nconcept:website:jobs\tconcept:synonymfor\tconcept:politicaloffice:office\nconcept:sportsteam:spartans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:city:denver\tconcept:subpartof\tconcept:sport:heating_and_air\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:terroristorganization:state\tconcept:agentactsinlocation\tconcept:politicsblog:republic\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:winery:framingham\nconcept:coach:pat_hill\tconcept:coachesteam\tconcept:sportsteam:fresno_state_bulldogs\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:eight_mile\nconcept:sportsteam:louisiana_tech_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personus:hussein_obama\tconcept:agentcollaborateswithagent\tconcept:female:hillary\nconcept:coach:baltimore_ravens\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:newspaper:journal\tconcept:competeswith\tconcept:website:new_york_times\nconcept:ceo:eric_schmidt\tconcept:proxyfor\tconcept:university:google\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:company:los_angeles\tconcept:competeswith\tconcept:newspaper:times\nconcept:televisionnetwork:abc\tconcept:headquarteredin\tconcept:city:new_york\nconcept:musicartist:american\tconcept:atlocation\tconcept:building:glendale\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:cleveland_indians\nconcept:city:washington_d_c\tconcept:locationlocatedwithinlocation\tconcept:newspaper:the_national\nconcept:sportsteam:terps\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:coach:raheem_morris\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:criminal:baton_rouge\tconcept:atlocation\tconcept:landscapefeatures:old\nconcept:city:abc\tconcept:agentcontrols\tconcept:company:wyow\nconcept:sportsteam:oregon_state_beavers\tconcept:organizationhiredperson\tconcept:coach:mike_riley\nconcept:company:new_york\tconcept:competeswith\tconcept:company:microsoft\nconcept:city:huntington_park\tconcept:atlocation\tconcept:county:columbus\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:ketv\nconcept:city:design\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:beach:greenville\tconcept:proxyfor\tconcept:creditunion:north_carolina\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:stadiumoreventvenue:comiskey\tconcept:stadiumlocatedincity\tconcept:city:chicago\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:indianapolis_colts\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rice_eccles_stadium\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:athlete:mac\nconcept:sportsteam:sd_chargers\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:coach:mike_shanahan\tconcept:subpartof\tconcept:sportsteam:broncos\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:white_river_junction\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:northern_arizona_lumberjacks\nconcept:company:chronicle001\tconcept:organizationheadquarteredincity\tconcept:county:los_angeles_county\nconcept:sportsteam:wisconsin_badgers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:florida_panthers\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:county:utica\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:beaver_stadium\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsteam:ucla\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_state\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:pnc_park\nconcept:newspaper:journal\tconcept:hasofficeincity\tconcept:city:la\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:red_sox\tconcept:teamalsoknownas\tconcept:sportsteam:olde_towne_team\nconcept:county:columbus\tconcept:subpartof\tconcept:university:ohio\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:person:snyder\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southern_methodist_mustangs\nconcept:politicianus:gov__sarah_palin\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:coach:new_orleans_saints\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:politicsissue:laws\tconcept:atdate\tconcept:date:n2004\nconcept:athlete:carlos_beltran\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:coach:sean_payton\tconcept:coachesteam\tconcept:sportsteam:saints\nconcept:coach:baltimore_ravens\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:street:hillside\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:national_league_team\nconcept:musicartist:american\tconcept:atlocation\tconcept:planet:aurora\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:book:troy\tconcept:proxyfor\tconcept:eventoutcome:new\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:company:yahoo001\tconcept:competeswith\tconcept:biotechcompany:apple\nconcept:sportsteam:morehead_state_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:titans\tconcept:organizationhiredperson\tconcept:coach:jeff_fisher\nconcept:celebrity:staten_island\tconcept:proxyfor\tconcept:company:new_york\nconcept:company:hp\tconcept:competeswith\tconcept:blog:sun\nconcept:coach:toronto_blue_jays\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:laguna_niguel\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:vols\nconcept:city:columbus\tconcept:cityliesonriver\tconcept:river:chattahoochee\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:missouri_city\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:sportsleague:syracuse\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:date:n2009\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:richmond_spiders\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:huskie_stadium\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:kansas_city\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:coach:jagodzinski\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:coach:kansas_city_chiefs\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:drexel_hill\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kiel_center\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:agent:elizabeth\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bradley_braves\nconcept:nongovorganization:u_s_\tconcept:agentcollaborateswithagent\tconcept:politicianus:palin\nconcept:sportsteam:lee_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:canucks\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:city:aiea\tconcept:citylocatedinstate\tconcept:stateorprovince:hawaii\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:rutgers\nconcept:stateorprovince:ardmore\tconcept:proxyfor\tconcept:musicsong:oklahoma\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:person:ryan_church\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:ellenwood\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:skins\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:person:larry_ellison\nconcept:personmexico:adrian_gonzalez\tconcept:personbelongstoorganization\tconcept:company:new_york\nconcept:personnorthamerica:frank_leahy\tconcept:coachesteam\tconcept:sportsteam:notre_dame\nconcept:newspaper:the_new_yorker\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:bulldog_stadium\nconcept:company:abc_news\tconcept:hasofficeincity\tconcept:city:washington_d_c\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:televisionnetwork:cbs\tconcept:headquarteredin\tconcept:city:new_york\nconcept:person:raleigh\tconcept:mutualproxyfor\tconcept:company:north_carolina\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:brooklyn_dodgers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:ebbets_field\nconcept:stateorprovince:metairie\tconcept:subpartof\tconcept:musicsong:louisiana\nconcept:sportsteam:huskies\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamalsoknownas\tconcept:sportsteam:ottawa_senators\nconcept:university:oklahoma_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:website:new_york_daily\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:sixers\tconcept:organizationhiredperson\tconcept:coach:cheeks\nconcept:city:abc\tconcept:agentcontrols\tconcept:newspaper:wham_tv\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:kent_state\nconcept:athlete:jeremy_bates\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:invesco_field\nconcept:university:msu\tconcept:organizationhiredperson\tconcept:coach:mark_dantonio\nconcept:company:sun\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:coach:john_harbaugh\tconcept:worksfor\tconcept:sportsteam:ravens\nconcept:highway:the_new\tconcept:locationlocatedwithinlocation\tconcept:river:arts\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:pacers\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:sportsteam:la_clippers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:staples_center\nconcept:coach:tony_dungy\tconcept:coachesteam\tconcept:sportsteam:colts\nconcept:website:new_york_times\tconcept:competeswith\tconcept:newspaper:journal\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:bob_huggins\nconcept:sportsteam:phillies\tconcept:agentcollaborateswithagent\tconcept:personus:shane_victorino\nconcept:stateorprovince:mississippi_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:celebrity:dodge_city\tconcept:proxyfor\tconcept:creditunion:kansas\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:coach:tyrone_willingham\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:kings_college\tconcept:organizationhiredperson\tconcept:coach:kenny_natt\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:popular_science\nconcept:city:malta\tconcept:atdate\tconcept:dateliteral:n1943\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:politicsissue:god\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:coach:carroll\tconcept:worksfor\tconcept:university:usc\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:texas_a_m_aggies\nconcept:nongovorganization:cities\tconcept:proxyfor\tconcept:emotion:new\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:south_dakota_coyotes\nconcept:academicfield:certification\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:seattle_mariners\nconcept:creditunion:kansas\tconcept:mutualproxyfor\tconcept:museum:wichita\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:coach:chris_petersen\tconcept:coachesteam\tconcept:sportsteam:boise_state_broncos\nconcept:university:utah_state\tconcept:organizationhiredperson\tconcept:coach:brent_guy\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ralph_wilson_stadium\nconcept:newspaper:the_new_yorker\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:mcafee_coliseum\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:barker\nconcept:company:new_york\tconcept:competeswith\tconcept:company:fox_news_channel\nconcept:sportsteam:colorado_rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:stadiumoreventvenue:paul_brown_stadium\tconcept:stadiumlocatedincity\tconcept:city:cincinnati\nconcept:sportsteam:buffs\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskers\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:lee_flames\nconcept:newspaper:times\tconcept:competeswith\tconcept:newspaper:dallas_morning\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:blanchard\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:greenwood\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:target_field\nconcept:sportsteam:ravens\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:month:december\tconcept:atdate\tconcept:date:meeting\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:geopoliticallocation:delta\tconcept:agentactsinlocation\tconcept:city:new_york\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:elmwood_park\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:city:new_york\tconcept:organizationterminatedperson\tconcept:politicianus:rudy_giuliani\nconcept:musicartist:american\tconcept:atlocation\tconcept:hotel:harvey\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:televisionnetwork:cbs\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:company:new_york\tconcept:competeswith\tconcept:company:telegraph001\nconcept:magazine:playboy\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:retailstore:albertson\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:city:washington_d_c\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:stadiumoreventvenue:energysolutions_arena\tconcept:stadiumlocatedincity\tconcept:county:salt_lake\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:boston_pilgrims\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:indiana_state_sycamores\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:county:utica\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:programminglanguage:levels\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:cal_state_fullerton_titans\nconcept:university:unc\tconcept:organizationacronymhasname\tconcept:politicalparty:united_national_congress\nconcept:jobposition:agency\tconcept:atdate\tconcept:date:n2004\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:corona\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:portsmouth\nconcept:sportsteam:indiana_pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:illini\tconcept:teamplaysagainstteam\tconcept:sportsteam:buckeyes\nconcept:sportsteam:oklahoma_sooners_basketball\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_state_university\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:valparaiso_crusaders\nconcept:sportsteam:bruins\tconcept:organizationhiredperson\tconcept:coach:claude_julien\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:northern_arizona\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:milwaukee_bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:wtvc\nconcept:company:north_carol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nce\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:notre_dame\nconcept:company:apple\tconcept:agentinvolvedwithitem\tconcept:videogamesystem:ipod\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:coach:gary_patterson\tconcept:coachesteam\tconcept:sportsteam:texas_christian_university\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:stateorprovince:mississippi_state\tconcept:organizationhiredperson\tconcept:coach:dan_mullen\nconcept:river:potomac\tconcept:riveremptiesintoriver\tconcept:river:shenandoah_river\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:auburndale\nconcept:personalcareitem:great_place\tconcept:proxyfor\tconcept:weatherphenomenon:north\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:edmonton_oilers\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:bank:lawyer\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rockies\nconcept:city:detroit\tconcept:proxyfor\tconcept:stadiumoreventvenue:palace_of_auburn_hills\nconcept:person:lawrence001\tconcept:subpartof\tconcept:beach:massachusetts\nconcept:sportsteam:brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:company:new_york\tconcept:competeswith\tconcept:company:daily_news001\nconcept:programminglanguage:state\tconcept:synonymfor\tconcept:politicalparty:college\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:biotechcompany:apple\tconcept:agentinvolvedwithitem\tconcept:videogamesystem:ipod\nconcept:company:new_york\tconcept:competeswith\tconcept:televisionstation:dallas_morning_news\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:expos\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:city:providence\tconcept:proxyfor\tconcept:stadiumoreventvenue:dunkin__donuts_center\nconcept:newspaper:record\tconcept:newspaperincity\tconcept:city:hackensack\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:rolling_stone\nconcept:sport:initiatives\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:actor:ron_prince\nconcept:city:newark\tconcept:cityliesonriver\tconcept:river:hudson\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1974\nconcept:stateorprovince:afternoon\tconcept:atdate\tconcept:date:n1996\nconcept:sportsteam:akron_zips\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:southeast_missouri_state_redhawks\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:haddonfield\nconcept:sportsteam:charlotte_bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:chelsea\tconcept:teamplaysagainstteam\tconcept:sportsteam:liverpool\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:saint_louis_billikens\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_storm\nconcept:coach:philadelphia_eagles\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:portland_trailblazers\nconcept:company:missouri\tconcept:organizationhiredperson\tconcept:personaustralia:gary_pinkel\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:scott_stadium\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:habs\nconcept:politician:jobs\tconcept:worksfor\tconcept:company:next_computer\nconcept:athlete:lorenzen_wright\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:athlete:roy_williams\tconcept:coachesteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:company:innovation\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:musicartist:american\tconcept:atlocation\tconcept:attraction:lakeside\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:luttrell\nconcept:sportsteam:mavericks\tconcept:organizationhiredperson\tconcept:coach:don_nelson\nconcept:radiostation:cleveland\tconcept:organizationhiredperson\tconcept:person:belichick\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:new_york_giants\tconcept:agentcompeteswithagent\tconcept:female:yankees\nconcept:coach:jerry_sloan\tconcept:coachesteam\tconcept:sportsteam:utah_jazz\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:stanford_stadium\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:transportation:two\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:city:richland\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:ottawa_senators\nconcept:company:new_york\tconcept:competeswith\tconcept:website:publishers_weekly\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_brewers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:alhambra\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:fountain_valley\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:kings_college\nconcept:writer:harvard\tconcept:persongraduatedschool\tconcept:university:graduate_school\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:televisionstation:jersey_city\nconcept:sportsteam:vols\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:mavs\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:personnorthamerica:john_mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:palin\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:sportsteam:redskins\tconcept:teamalsoknownas\tconcept:sportsteam:eagles\nconcept:sportsteam:florida_gators\tconcept:organizationhiredperson\tconcept:visualartist:meyer\nconcept:highway:trenton\tconcept:subpartof\tconcept:city:nj\nconcept:sportsteam:unlv_runnin_rebels\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:blackhawks\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:wrigley_field\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:oregon_state_beavers\nconcept:company:los_angeles\tconcept:mutualproxyfor\tconcept:sportsteam:rockets\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:person:elizabeth001\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:website:concord\nconcept:county:brooklyn\tconcept:mutualproxyfor\tconcept:company:new_york\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vanderbilt_commodores\nconcept:person:michelle001\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:sportsteam:packers\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_england_patriots\nconcept:coach:san_francisco_49ers\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:company:vogue001\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:museum:technologies\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:bucks\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:airport:juneau\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:keithville\nconcept:newspaper:times\tconcept:competeswith\tconcept:company:bbc\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:newspaper:journal\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:university:ohio_state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:programminglanguage:state\tconcept:atdate\tconcept:year:n1984\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:kansas_state_university\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:televisionstation:jersey_city\tconcept:subpartof\tconcept:radiostation:new_jersey\nconcept:city:collingswood\tconcept:mutualproxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:room:development\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:izzo\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:athlete:joe_flacco\tconcept:subpartof\tconcept:sportsteam:ravens\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:el_toro\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:personcanada:roy_halladay\nconcept:university:national\tconcept:agentactsinlocation\tconcept:politicsblog:raleigh\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:portland_trailblazers\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:paul_brown_stadium\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:dayton_flyers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:santa_clara_broncos\nconcept:sportsteam:brooklyn_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_stars\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:athlete:mike_mccarthy\nconcept:biotechcompany:apple\tconcept:atdate\tconcept:year:n1994\nconcept:university:national\tconcept:agentactsinlocation\tconcept:company:pakistan\nconcept:coach:carroll\tconcept:coachesteam\tconcept:sportsteam:usc\nconcept:athlete:mac\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:city:denver\tconcept:agentcompeteswithagent\tconcept:newspaper:times\nconcept:building:anaheim\tconcept:buildinglocatedincity\tconcept:city:anaheim\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:todd_haley\nconcept:city:york\tconcept:cityliesonriver\tconcept:skiarea:stony_brook\nconcept:city:stillwater\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:publication:times_literary_supplement\tconcept:headquarteredin\tconcept:city:new_york\nconcept:creditunion:wisconsin\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:newspaper:journal\tconcept:competeswith\tconcept:televisionnetwork:abc\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:poway\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:person:crew\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:biotechcompany:apple\tconcept:competeswith\tconcept:company:yahoo001\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:musicartist:american\tconcept:atlocation\tconcept:stateorprovince:ardmore\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:sportsteam:calgary_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:florida_panthers\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:liberty_flames\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:airport:canton\tconcept:proxyfor\tconcept:university:ohio\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:sportsteam:wake_forest\tconcept:teamplaysagainstteam\tconcept:sportsteam:virginia_tech\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:fresno_state_bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_state\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:liberty_bowl_memorial_stadium\nconcept:politicaloffice:new\tconcept:mutualproxyfor\tconcept:governmentorganization:ways\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:chester_heights\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:d_antoni\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:green_bay_packers\nconcept:website:associated_press\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:denver\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:knicks\nconcept:coach:vince_lombardi\tconcept:coachesteam\tconcept:sportsteam:packers\nconcept:televisionnetwork:abc\tconcept:hasofficeincity\tconcept:county:los_angeles_county\nconcept:newspaper:journal\tconcept:agentcontrols\tconcept:newspaper:financial_times\nconcept:sportsteam:minnesota_duluth_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:magazine:atlantic_monthly\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:aug_\nconcept:city:lowell\tconcept:proxyfor\tconcept:beach:massachusetts\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:national_review\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:male:barak\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cleveland\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsleague:nhl\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:giants_stadium\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:albany_great_danes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:sixers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:coach:tommy_tuberville\tconcept:subpartof\tconcept:stateorprovince:auburn\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:akron_zips\nconcept:sportsteam:seattle_mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:personnorthamerica:bills\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:company:observer001\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:university:southern_cal\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:san_diego_chargers\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:city:denver\tconcept:cityliesonriver\tconcept:river:platte\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:person:willingham\nconcept:sportsteam:longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:aggies\nconcept:newspaper:the_new_york_observer\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:princeton_theological_seminary\tconcept:teamplaysagainstteam\tconcept:sportsteam:rutgers\nconcept:professionalorganization:cal\tconcept:organizationhiredperson\tconcept:person:montgomery\nconcept:company:usa_today001\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tco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man\nconcept:sportsteam:minnesota_twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:city:princeton\tconcept:mutualproxyfor\tconcept:company:west_virginia\nconcept:sportsteam:washington_wizards\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:verizon_center\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_phillies\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:ole_miss\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:university:clemson\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:central_oklahoma_bronchos\tconcept:teamplaysagainstteam\tconcept:sportsteam:razorbacks\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:city:shreveport\tconcept:citylocatedingeopoliticallocation\tconcept:county:louisiana_state\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_eagles\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:colbert\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:the_atlantic_monthly\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:jacobs_field\nconcept:sportsteam:penn_state_nittany_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_financial_times\nconcept:city:abc\tconcept:subpartoforganization\tconcept:recordlabel:walt_disney\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:chester\nconcept:politicianus:sarah_palin\tconcept:politicianrepresentslocation\tconcept:stateorprovince:alaska\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:ohio_state_buckeyes\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:person:raleigh\tconcept:subpartof\tconcept:company:north_carolina\nconcept:politicsissue:oregon\tconcept:proxyfor\tconcept:university:ohio\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:grambling_tigers\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:bodypart:affected_areas\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:georgia_bulldogs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:philadelphia_flyers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:chowan_braves\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:turner_field\nconcept:city:new_york\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:politician:jobs\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:geopoliticallocation:central_michigan\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:month:december\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bala_cynwyd\nconcept:university:state_university\tconcept:synonymfor\tconcept:geopoliticallocation:central_michigan\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:huskies\nconcept:politician:jobs\tconcept:worksfor\tconcept:city:design\nconcept:city:rose_garden\tconcept:atlocation\tconcept:politicsblog:portland\nconcept:sportsteam:ole_miss\tconcept:teamplaysagainstteam\tconcept:sportsteam:uk\nconcept:company:new_york\tconcept:competeswith\tconcept:company:martha_stewart\nconcept:university:brigham_young\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolv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tof\tconcept:sportsleague:nfl\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:journalist:charles_gibson\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:sociopolitical:independence\tconcept:atdate\tconcept:year:n1960\nconcept:river:shenandoah_river\tconcept:riveremptiesintoriver\tconcept:river:potomac_river\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:montana_state\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:creditunion:kansas\nconcept:city:hackensack\tconcept:atlocation\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:drake\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:ice_palace\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:rockets\tconcept:mutualproxyfor\tconcept:company:los_angeles\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:year:n1988\nconcept:city:indianapolis\tconcept:proxyfor\tconcept:stadiumoreventvenue:clowes_memorial_hall\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:newspaper:journal\tconcept:competeswith\tconcept:newspaper:the_international_herald_tribune\nconcept:coach:sparano\tconcept:worksfor\tconcept:sportsteam:miami_dolphins\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:new_york_islanders\nconcept:website:bangladesh\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:coach:joe_paterno\tconcept:coachesteam\tconcept:sportsteam:nittany_lions\nconcept:room:cary\tconcept:subpartof\tconcept:company:north_carolina\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:la_mirada\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:oct\nconcept:radiostation:canton\tconcept:mutualproxyfor\tconcept:university:ohio\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:coach:herm_edwards\nconcept:sportsteam:utep_miners\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:product:apple_tv\nconcept:coach:al_jefferson\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:verizon_center\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:person:crew\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:coach:everett_withers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablescene:cedar_grove\nconcept:university:ku\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:company:new_york\tconcept:competeswith\tconcept:company:oprah_show\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1988\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sport:nationals\nconcept:city:clarksboro\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:kennesaw_state_owls\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:seattle_supersonics\nconcept:sportsteam:buckeyes\tconcept:teamplaysagainstteam\tconcept:sportsteam:northwestern\nconcept:musicartist:american\tconcept:atlocation\tconcept:trainstation:corona\nconcept:sportsteam:yanks\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:company:money\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:derby\nconcept:university:auburn\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:company:new_york\tconcept:competeswith\tconcept:website:new_york_law_journal\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:sportsteam:new_jersey_nets\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:izod_center\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:island:cedars\nconcept:sportsteam:texas_christian_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:byu\nconcept:website: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aysagainstteam\tconcept:sportsteam:longhorns\nconcept:personus:steve_ballmer\tconcept:worksfor\tconcept:university:microsoft\nconcept:politicsissue:laws\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:university:national\tconcept:agentactsinlocation\tconcept:geopoliticallocation:devon\nconcept:visualizablething:vermeil\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_lightning\nconcept:sportsteam:capitals\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:verizon_center\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:skiarea:lithia_springs\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sanford_stadium\nconcept:buildingfeature:systems\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:city:east_orange\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:kansas_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:boston_college\tconcept:organizationhiredperson\tconcept:person:al_skinner\nconcept:university:microsoft\tconcept:agentcontrols\tconcept:company:yahoo001\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:boise_state_broncos\nconcept:person:edwards\tconcept:agentcollaborateswithagent\tconcept:female:hillary\nconcept:sportsteam:yankess\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:website:associated_press\tconcept:headquarteredin\tconcept:city:new_york\nconcept:magazine:cosmopolitan\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:golden_state_warriors\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:oracle_arena\nconcept:website:chicago_tribune\tconcept:hasofficeincity\tconcept:city:la\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:stadiumoreventvenue:ford_center\tconcept:stadiumlocatedincity\tconcept:city:oklahoma_city\nconcept:politicianus:president_george_w__bush\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_thrashers\nconcept:city:elmwood_park\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:city:edmonds\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:city:shreveport\tconcept:locationlocatedwithinlocation\tconcept:hospital:louisiana_state_university\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:profession:professionals\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bayonne\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:politicalparty:college\nconcept:sportsteam:oakland_athletics\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:mcafee_coliseum\nconcept:sportsteam:dallas_cowboys\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:texas_stadium\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:academicfield:certification\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:california_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:personus:jobs\nconcept:musicartist:american\tconcept:atlocation\tconcept:street:hillside\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:tim_floyd\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:jags\nconcept:radiostation:new_jersey\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:boston_globe001\nconcept:coach:al_arbour\tconcept:worksfor\tconcept:sportsteam:san_jose_sharks\nconcept:sportsteam:rockets\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:toyota_center\nconcept:sportsteam:suns\tconcept:organizationhiredperson\tconcept:coach:terry_porter\nconcept:website:new_york_times_book_review\tconcept:headquarteredin\tconcept:city:new_york\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:louisville\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:new_york_mets\tconcept:organizationalsoknownas\tconcept:organization:amazin__mets\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:navy_midshipmen\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:coach:eric_mangini\nconcept:female:yankees\tconcept:agentcollaborateswithagent\tconcept:personaustralia:derek_jeter\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:north_dakota_fighting_sioux\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:harbor_city\nconcept:river:arts\tconcept:mutualproxyfor\tconcept:programminglanguage:the_new\nconcept:person:davis\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:coach:bill_parcells\tconcept:personbelongstoorganization\tconcept:sportsteam:new_england_patriots\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:sports_illustrated\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:kavu_tv\nconcept:city:hawthorne\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:kolo_tv\nconcept:newspaper:journal\tconcept:competeswith\tconcept:company:cnn_\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:celebrity:don_james\nconcept:city:kailua\tconcept:citylocatedinstate\tconcept:stateorprovince:hawaii\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:company:new_york\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:north_carolina_state_university\nconcept:sportsteam:packers\tconcept:teamalsoknownas\tconcept:sportsteam:falcons\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_texans\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:fez\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:nongovorganization:friend\nconcept:coach:cleveland_browns\tconcept:atlocation\tconcept:city:cleveland\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:arizona_stadium\nconcept:sportsteam:milwaukee_bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:city:newark\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:new_jersey\nconcept:museum:facilities\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:attraction:lakeside\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:pepperdine\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:port:port_angeles\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:pittsburg_state_gorillas\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:ohio_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:male:sun\tconcept:agentcontrols\tconcept:actor:scott_mcnealy\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:aggie_memorial_stadium\nconcept:politician:jobs\tconcept:worksfor\tconcept:county:god\nconcept:mountain:columbia\tconcept:synonymfor\tconcept:city:washington_d_c\nconcept:coach:johnny_dawkins\tconcept:coachesteam\tconcept:sportsteam:stanford\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:appalachian_state_mo\nconcept:personmexico:seattle_mariners\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:stadiumoreventvenue:jacobs_field\tconcept:stadiumlocatedincity\tconcept:city:cleveland\nconcept:coach:philadelphia_eagles\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bosox\nconcept:city:new_york\tconcept:organizationterminatedperson\tconcept:person:juan_carlos_osorio\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:pirates\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:ceo:richard\nconcept:sportsteam:cardinals_27_23\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:athlete:carlos_beltran\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:newspaper:journal\tconcept:hasofficeincity\tconcept:county:los_angeles_county\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_buffaloes\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:academicfield:databases\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n1961\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:st_louis\nconcept:sportsteam:penn_state_nittany_lions\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:west_virginia\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:coach:kenny_natt\tconcept:coachesteam\tconcept:sportsteam:kings_college\nconcept:city:new_york\tconcept:proxyfor\tconcept:stadiumoreventvenue:irving_plaza\nconcept:university:national\tconcept:agentactsinlocation\tconcept:hotel:alpine\nconcept:sportsteam:montana_state\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:new_york_post\nconcept:radiostation:newark\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:city:fall_river\nconcept:sportsteam:habs\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:north_las_vegas\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:philadelphia_athletics\nconcept:sportsteam:louisiana_lafayette_ragin_cajuns\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:kvii_tv\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_state\nconcept:sportsteam:carolina_panthers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:university:washington_state\tconcept:agentactsinlocation\tconcept:city:washington_d_c\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:three_rivers_stadium\nconcept:city:abc\tconcept:organizationterminatedperson\tconcept:person:mcpherson\nconcept:highway:the_new\tconcept:locationlocatedwithinlocation\tconcept:politicsblog:tennis_magazine\nconcept:sportsteam:baylor_bears\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:academicfield:businesses\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:university:national\tconcept:agentactsinlocation\tconcept:website:bethseda\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:unc_asheville_bulldogs\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:utah_state_university\nconcept:city:sioux_city\tconcept:proxyfor\tconcept:stadiumoreventvenue:tyson_event_center\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:l_a__rams\nconcept:sportsteam:dallas_stars\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:male:notre_dame\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:diamond_bar\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:toledo_rockets\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:city:fort_worth\tconcept:proxyfor\tconcept:geopoliticallocation:north_texas\nconcept:city:houston\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:columbus_crew\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:geopoliticallocation:grand_junction\nconcept:sportsteam:wisconsin_badgers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:camp_randall\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:vcu_rams\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:visualizablething:sugar_land\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:south_florida_bulls\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:coach:brian_kelly\tconcept:worksfor\tconcept:city:cincinnati\nconcept:city:clementon\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:nongovorganization:u_s_\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:right\nconcept:city:flemington\tconcept:atlocation\tconcept:stateorprovince:new_jersey\nconcept:musicartist:american\tconcept:atlocation\tconcept:transportation:west_covina\nconcept:boardgame:board\tconcept:atdate\tconcept:year:n1994\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_braves\nconcept:sportsleague:mlb\tconcept:organizationacronymhasname\tconcept:sportsleague:major_league_baseball\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:county:newton\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_athletics\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:humphrey_metrodome\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:ball_state_university\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:studies\nconcept:sportsteam:hokies\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:sportsteam:milwaukee_brewers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:miller_motorsports_park\nconcept:politicianus:mitt_romney\tconcept:agentcollaborateswithagent\tconcept:politician:clinton\nconcept:sportsteam:pennsylvania_quakers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:sportsteam:kings_college\tconcept:organizationhiredperson\tconcept:person:murray\nconcept:politician:jobs\tconcept:proxyfor\tconcept:retailstore:apple_computer_inc_\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:atlanta_braves\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:terroristorganization:state\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:city:sioux_city\tconcept:cityliesonriver\tconcept:river:big_sioux\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:politicianus:president_bush\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:southern_illinois\tconcept:organizationalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:la_times\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:new_york_giants\nconcept:coach:pat_fitzgerald\tconcept:worksfor\tconcept:sportsteam:northwestern\nconcept:coach:rex_ryan\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:city:fall_river\tconcept:proxyfor\tconcept:beach:massachusetts\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pittsburgh_panthers\nconcept:winery:huntington\tconcept:mutualproxyfor\tconcept:company:west_virginia\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:politician:norwood\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:person:jeff_van_gundy\tconcept:worksfor\tconcept:sportsteam:knicks\nconcept:politicsblog:journal\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:city:cranford\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:harvard_stadium\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:sportsgame:leaders\nconcept:person:ryan_church\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:wjxx_tv\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:coach:chris_quinn\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bryn_mawr\nconcept:river:mohawk\tconcept:atlocation\tconcept:mountainrange:hudson_river\nconcept:university:auburn\tconcept:organizationhiredperson\tconcept:coach:tuberville\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:coach:josh_mcdaniels\tconcept:worksfor\tconcept:sportsteam:broncos\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_senators\nconcept:sportsteam:golden_state_warriors\tconcept:organizationhiredperson\tconcept:coach:don_nelson\nconcept:company:new_york\tconcept:agentcontrols\tconcept:website:jobs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:hammond\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsteam:bengals\tconcept:subpartoforganization\tconcept:sportsleague:nfl\nconcept:reptile:new_mexico\tconcept:mutualproxyfor\tconcept:park:roswell\nconcept:coach:ted_nolan\tconcept:coachesteam\tconcept:sportsteam:new_york_islanders\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:ottawa_senators\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:oregon_state_beavers\nconcept:city:paris\tconcept:atdate\tconcept:dateliteral:n1947\nconcept:city:new_york\tconcept:cityliesonriver\tconcept:river:neversink\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:winery:mansfield\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:athlete:herman_edwards\nconcept:university:north_carolina_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:canucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:county:los_angeles_county\tconcept:cityalsoknownas\tconcept:city:l_a_\nconcept:musicartist:american\tconcept:atlocation\tconcept:visualizablething:elm_grove\nconcept:sportsteam:johns_hopkins_blue_jays\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:john_wooden\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:devils\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:prudential_center_2\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:bone:entity\nconcept:company:fox\tconcept:competeswith\tconcept:newspaper:journal\nconcept:city:washington_d_c\tconcept:citycapitalofcountry\tconcept:country:united_states_of_america\nconcept:writer:barak_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:cubbies\nconcept:sportsteam:texas_longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:razorbacks\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:river:bridgeport\nconcept:city:design\tconcept:subpartoforganization\tconcept:terroristorganization:state\nconcept:politicsblog:star\tconcept:competeswith\tconcept:blog:sun\nconcept:sportsteam:redskins\tconcept:organizationhiredperson\tconcept:coach:george_halas\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cedar_rapids\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:coach:philadelphia_eagles\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:county:los_angeles_county\tconcept:cityalsoknownas\tconcept:city:l_a\nconcept:person:ichiro_suzuki\tconcept:personbelongstoorganization\tconcept:sportsteam:seattle_mariners\nconcept:coach:ted_nolan\tconcept:worksfor\tconcept:sportsteam:new_york_islanders\nconcept:company:sun\tconcept:competeswith\tconcept:company:apple002\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_royals\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:buckeyes\nconcept:sportsteam:georgetown_hoyas\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:company:ryanair001\tconcept:organizationterminatedperson\tconcept:person:john_o_leary\nconcept:athlete:joe_flacco\tconcept:personbelongstoorganization\tconcept:sportsteam:ravens\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:pontiac_silverdome\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:at_t_park\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_flyers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:roanoke\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:personmexico:scott_kazmir\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cincinnati\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:university:microsoft\tconcept:agentcollaborateswithagent\tconcept:personus:steve_ballmer\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:wheeler_army_airfield\nconcept:retailstore:burlington\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:university:national\tconcept:agentactsinlocation\tconcept:museum:benton\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:san_diego_padres\tconcept:organizationhiredperson\tconcept:coach:chuck_long\nconcept:sportsteam:charleston_cougars\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:dungy\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bonita\nconcept:city:buckeye\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:white_river_junction\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:ny_yankees\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:tampa\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pete_times_forum\nconcept:sportsteam:southern_utah_thunderbirds\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:newspaper:la_times\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:coach:phil_jackson\nconcept:university:national\tconcept:agentactsinlocation\tconcept:county:brooklyn\nconcept:politicaloffice:office\tconcept:atdate\tconcept:date:n1977\nconcept:sportsteam:buckeyes\tconcept:teamalsoknownas\tconcept:sportsteam:spartans\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:coach:don_nelson\tconcept:worksfor\tconcept:sportsteam:golden_state_warriors\nconcept:newspaper:record\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:coach:tom_izzo\tconcept:personbelongstoorganization\tconcept:university:msu\nconcept:newspaper:the_international_herald_tribune\tconcept:newspaperincity\tconcept:city:paris\nconcept:sportsteam:liverpool\tconcept:teamplaysagainstteam\tconcept:sportsteam:man_utd\nconcept:personeurope:john_fisher\tconcept:worksfor\tconcept:sportsteam:titans\nconcept:coach:knute_rockne\tconcept:coachesinleague\tconcept:sportsleague:college_football\nconcept:athlete:paul_brown\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:cleveland_browns_stadium\nconcept:sportsteam:houston_astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:biotechcompany:apple\tconcept:agentcontrols\tconcept:personus:jobs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:stateorprovince:kapolei\nconcept:sportsteam:new_york_jets\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:giants_stadium\nconcept:sportsteam:new_york_giants\tconcept:organizationhiredperson\tconcept:coach:fassel\nconcept:sportsteam:iowa_state\tconcept:organizationhiredperson\tconcept:coach:bill_fennelly\nconcept:person:pat_riley\tconcept:worksfor\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:st___louis_cardinals\nconcept:coach:chuck_amato\tconcept:personbelongstoorganization\tconcept:terroristorganization:state\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:personus:joe_dimaggio\tconcept:subpartof\tconcept:sportsleague:new\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:athlete:vinny_del_negro\tconcept:coachesteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:coach:mike_martz\tconcept:coachesteam\tconcept:sportsteam:st_louis_rams\nconcept:company:new_york\tconcept:proxyfor\tconcept:musicfestival:bowery_ballroom\nconcept:city:carlstadt\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:building:anaheim\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:peoria\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bobcats\nconcept:sportsteam:memphis_grizzlies\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:blackhawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:website:washington_times\tconcept:newspaperincity\tconcept:city:washington_d_c\nconcept:sportsequipment:board\tconcept:mutualproxyfor\tconcept:musician:vice_president\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:coach:brent_guy\tconcept:coachesteam\tconcept:sportsteam:utah_state\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politicianus:rudy_giuliani\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:colorado_state\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:athlete:mike_smith\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:book:helm\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:televisionstation:jersey_city\tconcept:mutualproxyfor\tconcept:emotion:new\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:chicago_bulls\nconcept:personus:jason_giambi\tconcept:personbelongstoorganization\tconcept:company:new_york\nconcept:sportsteam:michigan_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_raiders\nconcept:sportsteam:anaheim_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:san_jose_state_spartans\nconcept:profession:meetings\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:monument:georgetown\nconcept:coach:chuck_amato\tconcept:coachesteam\tconcept:sportsteam:nevada_wolfpack\nconcept:website:the_san_francisco_chronicle\tconcept:newspaperincity\tconcept:city:san_diego\nconcept:city:herald\tconcept:agentactsinlocation\tconcept:city:washington_d_c\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:county:brooklyn\tconcept:subpartof\tconcept:company:new_york\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:columbus_crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:website:chicago_tribune\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:georgia_tech\tconcept:organizationhiredperson\tconcept:coach:chan_gailey\nconcept:profession:hours\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kenan_memorial_stadium\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:city:new_york\tconcept:organizationhiredperson\tconcept:politicianus:rudy_guiliani\nconcept:company:wyow\tconcept:subpartoforganization\tconcept:televisionnetwork:abc\nconcept:coach:j_d__brookhart\tconcept:coachesteam\tconcept:sportsteam:akron_pros\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:athlete:charlie_gibson\tconcept:worksfor\tconcept:city:abc\nconcept:sportsteam:oregon_ducks\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_lions\nconcept:company:new_york\tconcept:competeswith\tconcept:televisionstation:cnbc\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:fiu_stadium\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:seattle_mariners\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:visualizablething:rodez\nconcept:sportsteam:knicks\tconcept:organizationhiredperson\tconcept:coach:mike_d_antoni\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:ball_state\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_christian_science_monitor\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:minnesota_twins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:westminster\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:the_new_york_times_magazine\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:sportsteam:new_jersey_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:mt_bank_stadium\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:friendsville\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:orioles\tconcept:agentcollaborateswithagent\tconcept:coach:cal_ripken\nconcept:sportsteam:calgary_flames\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:bank:iowa_state\tconcept:organizationhiredperson\tconcept:coach:paul_rhoads\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:company:telegraph001\tconcept:competeswith\tconcept:newspaper:financial_times\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:musicalbum:stage\nconcept:coach:gregg_popovich\tconcept:worksfor\tconcept:sportsteam:spurs\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:london_review_of_books\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_lakers\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:hawaiian_gardens\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_bucks\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:city:pittsfield\tconcept:mutualproxyfor\tconcept:beach:massachusetts\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:the_new_yorker\nconcept:sportsteam:boise_state_broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:oklahoma_sooners_basketball\nconcept:sportsteam:miami_dolphins\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:sportsteam:calgary_flames\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:scotiabank_saddledome\nconcept:magazine:life\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:babson_park\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:infocision_stadium\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:company:arizona\tconcept:organizationhiredperson\tconcept:coach:stoops\nconcept:company:apple\tconcept:agentcreated\tconcept:videogamesystem:ipod\nconcept:stadiumoreventvenue:us_airways_center\tconcept:stadiumlocatedincity\tconcept:city:phoenix\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:spagnuolo\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationalsoknownas\tconcept:sportsteam:eagles\nconcept:company:los_angeles\tconcept:competeswith\tconcept:newspaper:guardian\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:radiostation:newark\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:aliso_viejo\nconcept:athlete:roy_williams\tconcept:worksfor\tconcept:university:unc\nconcept:charactertrait:institutions\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:state_university\tc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m:army_black_knights\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:city:hope\nconcept:nongovorganization:u_s_\tconcept:organizationhiredperson\tconcept:coach:greg_ryan\nconcept:sportsteam:stanford\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:bosque_farms\nconcept:visualartist:meyer\tconcept:subpartof\tconcept:buildingmaterial:head\nconcept:newspaper:times\tconcept:competeswith\tconcept:televisionnetwork:abc\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:clayton\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:sportsteam:san_diego_padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablething:march_2006\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:charlotte_bobcats\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:braintree\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_pirates\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:people_magazine\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:philadelphia_flyers\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:sioux_city\nconcept:sportsteam:jags\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:sun_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:ucla\nconcept:river:niagara\tconcept:riveremptiesintoriver\tconcept:visualizablescene:falls\nconcept:university:akron\tconcept:proxyfor\tconcept:university:ohio\nconcept:sportsteam:new_york_giants\tconcept:agentcompeteswithagent\tconcept:sportsteam:new_england_patriots\nconcept:sportsteam:nashville_predators\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:company:los_angeles\tconcept:competeswith\tconcept:website:new_york_times\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:company:imac\nconcept:sportsteam:notre_dame\tconcept:organizationhiredperson\tconcept:personnorthamerica:frank_leahy\nconcept:beach:greenville\tconcept:proxyfor\tconcept:university:ohio\nconcept:sportsequipment:balls\tconcept:thinghasshape\tconcept:ceo:online_application_form\nconcept:university:national\tconcept:agentactsinlocation\tconcept:stateorprovince:afternoon\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:stadiumoreventvenue:reliant_stadium\tconcept:stadiumlocatedincity\tconcept:city:houston\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:north_houston\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:carolina\nconcept:musicalbum:point\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:city:pittsfield\tconcept:subpartof\tconcept:beach:massachusetts\nconcept:sportsteam:jaguars\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:huntington_beach\nconcept:city:princeton\tconcept:organizationhiredperson\tconcept:coach:bill_tierney\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavs\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:niagara_purple_eagles\nconcept:sportsteam:skins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:st___louis_cardinals\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:busch_memorial_stadium\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:lsu\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:orlando_magic\nconcept:personmexico:woody_hayes\tconcept:agentcollaborateswithagent\tconcept:sportsteam:ohio_state_university\nconcept:city:atlanta\tconcept:proxyfor\tconcept:stadiumoreventvenue:tabernacle\nconcept:emotion:northwestern\tconcept:synonymfor\tconcept:university:state_university\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:brookline_village\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:coach_jon_gruden\nconcept:island:san_antonio\tconcept:locationlocatedwithinlocation\tconcept:retailstore:ut\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:chicago_bulls\tconcept:organizationhiredperson\tconcept:person:phil_jackson\nconcept:company:cnn\tconcept:organizationheadquarteredincity\tconcept:city:atlanta\nconcept:city:stillwater\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:tulane_green_wave\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cleveland_browns\tconcept:organizationhiredperson\tconcept:athlete:butch_davis\nconcept:city:elmwood_park\tconcept:mutualproxyfor\tconcept:stateorprovince:new_jersey\nconcept:politicianus:mr__obama\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:denver_nuggets\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:sonics\nconcept:river:hudson\tconcept:riveremptiesintoriver\tconcept:river:east_river\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:pennsylvania_state\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:colorado_state_rams\nconcept:sportsteam:falcons\tconcept:organizationhiredperson\tconcept:personaustralia:smith\nconcept:magazine:charlotte\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:city:delhi\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:sportsteam:delaware_state_hornets\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:company:sun\tconcept:competeswith\tconcept:biotechcompany:novell\nconcept:company:apple\tconcept:mutualproxyfor\tconcept:politician:jobs\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:renton\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:agentcollaborateswithagent\tconcept:athlete:carl_crawford\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:huntersville\nconcept:sportsteam:raptors\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:air_canada_center\nconcept:coach:kay_yow\tconcept:personbelongstoorganization\tconcept:terroristorganization:state\nconcept:sportsteam:boston_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:michigan_state\nconcept:sportsteam:ohio_state_university\tconcept:organizationhiredperson\tconcept:coach:john_cooper\nconcept:sportsleague:new\tconcept:agentactsinlocation\tconcept:city:caledonia\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:sportsteam:florida_gators\tconcept:organizationhiredperson\tconcept:coach:urban_meyer\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:notre_dame\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n1968\nconcept:coach:nick_saban\tconcept:coachesteam\tconcept:sportsteam:alabama_crimson_tide\nconcept:sportsteam:buccaneers\tconcept:organizationhiredperson\tconcept:coach:gruden\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:company:fox\tconcept:competeswith\tconcept:newspaper:times\nconcept:sportsteam:indiana_hoosiers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:personmexico:jerry_colangelo\tconcept:personbelongstoorganization\tconcept:sportsteam:suns\nconcept:winery:huntington\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsteam:new_york_jets\tconcept:organizationhiredperson\tconcept:person:eric001\nconcept:politician:jobs\tconcept:worksfor\tconcept:blog:today\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:time_the_phillies\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:magic\nconcept:sportsteam:auburn_tigers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:jordan_hare_stadium\nconcept:personmexico:craig_counsell\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:river:susquehanna\tconcept:riveremptiesintoriver\tconcept:river:delaware_river\nconcept:city:east_rutherford\tconcept:proxyfor\tconcept:stadiumoreventvenue:izod_center\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:musicalbum:point\nconcept:sportsteam:buffalo_sabres\tconcept:organizationalsoknownas\tconcept:sportsteam:flyers_playoff_tickets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:milwaukee\nconcept:personmexico:woody_hayes\tconcept:subpartof\tconcept:building:ohio_state\nconcept:sportsteam:packers\tconcept:organizationhiredperson\tconcept:coach:vince_lombardi\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:university:national\tconcept:atlocation\tconcept:geopoliticallocation:clayton\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:hattiesburg\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cicero\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:sportsteam:philadelphia_eagles\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:senator_clinton\nconcept:sportsteam:colts\tconcept:agentcompeteswithagent\tconcept:sportsteam:baltimore_colts\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:person:bill\tconcept:worksfor\tconcept:university:microsoft\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:university:ohio_state\tconcept:organizationhiredperson\tconcept:personmexico:woody_hayes\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:sportsteam:florida_international\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:sportsleague:nhl\tconcept:agentcontrols\tconcept:coach:new_jersey_devils\nconcept:city:philadelphia\tconcept:cityalsoknownas\tconcept:city:philly\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:oakland_university\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:ceo:woz\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_texans\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:bulldogs\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:coach:new_york_jets\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:city:st_louis\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:national\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:company:new_york\tconcept:organizationterminatedperson\tconcept:personaustralia:derek_jeter\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:jobposition:agency\nconcept:sportsteam:mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:university:utah_state\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:esu_hornets\nconcept:sportsteam:colorado_rockies\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:politicianus:palin\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:website:new_york_daily\tconcept:newspaperincity\tconcept:city:washington_d_c\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:science\nconcept:university:state_university\tconcept:synonymfor\tconcept:jobposition:dean\nconcept:sportsteam:detroit_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:profession:cape_may\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:programminglanguage:state\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:sacred_heart_pioneers\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_jersey_nets\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:phillies\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:wright_state_raiders\nconcept:sportsteam:la_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:company:new_york\tconcept:competeswith\tconcept:website:good_housekeeping\nconcept:musicalbum:story\tconcept:atdate\tconcept:date:n1999\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:trabuco_canyon\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:male:notre_dame\tconcept:agentcontrols\tconcept:coach:tyrone_willingham\nconcept:politicsissue:energy\tconcept:academicprogramatuniversity\tconcept:university:institute\nconcept:newspaper:the_national\tconcept:organizationheadquarteredincity\tconcept:city:washington_d_c\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsteam:state_university\tconcept:synonymfor\tconcept:sportsteam:northern_arizona\nconcept:sportsteam:memphis_tigers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:washington_nationals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:fall\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:army_black_knights\nconcept:sportsteam:elon_phoenix\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:memphis_grizzlies\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:writer:harvard\tconcept:personbelongstoorganization\tconcept:politicalparty:college\nconcept:stadiumoreventvenue:dolphin_stadium\tconcept:stadiumlocatedincity\tconcept:city:miami\nconcept:sportsteam:miami_hurricanes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:virginia_commonwealth_university\nconcept:sportsteam:milwaukee_brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:sixers\nconcept:sportsteam:longhorns\tconcept:organizationhiredperson\tconcept:personmexico:mack_brown\nconcept:stateorprovince:iowa_hawkeyes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:nevada_wolfpack\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:fresno_state_bulldogs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:akron_zips\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:new_jersey_nets\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:charlotte_bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:lsu\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_university\nconcept:jobposition:meeting\tconcept:atdate\tconcept:date:n2009\nconcept:musicartist:times\tconcept:agentactsinlocation\tconcept:highway:the_new\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:museum:wichita\tconcept:subpartof\tconcept:creditunion:kansas\nconcept:company:new_york\tconcept:competeswith\tconcept:website:washington_post\nconcept:county:olympia\tconcept:locationlocatedwithinlocation\tconcept:stateorprovince:washington_state\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:pistons\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsteam:dundee_united\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:profession:equipment\nconcept:city:detroit\tconcept:citylocatedinstate\tconcept:stateorprovince:mi\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:kitv\nconcept:sportsteam:colorado_avalanche\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:pepsi_center\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:creditunion:kansas\tconcept:organizationhiredperson\tconcept:personaustralia:bill_self\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:coach:jim_haslett\tconcept:worksfor\tconcept:city:st_louis\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:irvine\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:broncos\tconcept:organizationhiredperson\tconcept:coach:mike_shanahan\nconcept:sportsteam:michigan_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:ohio_state_buckeyes\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:company:north_carolina\tconcept:organizationterminatedperson\tconcept:scientist:no_\nconcept:sportsteam:capitals\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:city:abc\tconcept:agentcontrols\tconcept:personcanada:diane_sawyer\nconcept:coach:tom_izzo\tconcept:worksfor\tconcept:sportsteam:michigan_state\nconcept:sportsteam:harvard_divinity_school\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_college\nconcept:company:north_carolina\tconcept:organizationhiredperson\tconcept:professor:anson_dorrance\nconcept:sportsteam:marlins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:dolphin_stadium\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:arcadia\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:company:sun\tconcept:competeswith\tconcept:company:microsoft\nconcept:coach:cam_cameron\tconcept:worksfor\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:river:hudson\tconcept:riveremptiesintoriver\tconcept:river:mohawk_river\nconcept:sportsteam:utah_jazz\tconcept:organizationhiredperson\tconcept:coach:jerry_sloan\nconcept:profession:law_firms\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:mangini\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:los_alamitos\nconcept:sportsteam:rams\tconcept:organizationterminatedperson\tconcept:coach:rich_brooks\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:writer:harvard\tconcept:persongraduatedschool\tconcept:university:divinity_school\nconcept:coach:carroll\tconcept:worksfor\tconcept:recordlabel:trojan\nconcept:person:bill\tconcept:personleadsorganization\tconcept:university:microsoft\nconcept:sportsteam:new_york_giants\tconcept:teamalsoknownas\tconcept:sportsteam:eagles\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:north_texas_mean_green\nconcept:coach:mike_sherman\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:davidson\nconcept:geopoliticallocation:national\tconcept:agentactsinlocation\tconcept:county:brookline_village\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:pacers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:virginia_tech_hokies\nconcept:politicianus:mccain\tconcept:personbelongstoorganization\tconcept:nongovorganization:senate_indian_affairs_committee\nconcept:ceo:bernard_l__madoff\tconcept:personleadsorganization\tconcept:nongovorganization:u_s_\nconcept:coach:joe_novak\tconcept:worksfor\tconcept:sportsteam:northern_illinois\nconcept:creditunion:kansas\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:city:knoxville\tconcept:cityliesonriver\tconcept:river:holston\nconcept:sportsteam:georgia_tech\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:coach:doc_rivers\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:td_garden\nconcept:stateorprovince:oklahoma\tconcept:organizationhiredperson\tconcept:coach:bob_stoops\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:the_weekly_standard\nconcept:sportsteam:seattle_mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:toronto_skydome\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:university:state_university\tconcept:synonymfor\tconcept:sportsteam:michigan_state\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:blue_jays\nconcept:coach:j_d__brookhart\tconcept:worksfor\tconcept:sportsteam:akron_pros\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:canucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:sportsteam:texas_a_m\tconcept:organizationhiredperson\tconcept:personmexico:billy_gillispie\nconcept:company:los_angeles\tconcept:competeswith\tconcept:website:the_washington_post\nconcept:coach:cleveland_browns\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:sportsteam:saints\tconcept:organizationhiredperson\tconcept:coach:sean_payton\nconcept:athlete:herman_edwards\tconcept:coachesteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsteam:los_angeles_clippers\tconcept:teamplaysagainstteam\tconcept:sportsteam:san_antonio\nconcept:sportsteam:wake_forest\tconcept:organizationhiredperson\tconcept:coach:dino_gaudio\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:marion\nconcept:city:brighton\tconcept:cityliesonriver\tconcept:river:south_platte\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:notre_dame\nconcept:person:elizabeth001\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:personmexico:isaiah_thomas\tconcept:worksfor\tconcept:sportsteam:knicks\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:company:new_york\tconcept:mutualproxyfor\tconcept:university:stony_brook\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:newspaper:journal\tconcept:headquarteredin\tconcept:city:new_york\nconcept:university:google\tconcept:agentcollaborateswithagent\tconcept:ceo:eric_schmidt\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:oregon_state_beavers\nconcept:sportsteam:pittsburgh_penguins\tconcept:organizationhiredperson\tconcept:coach:michel_therrien\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:geometricshape:property\tconcept:atdate\tconcept:date:n1996\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:pittsburg_state_gorillas\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:conshohocken\nconcept:sportsteam:ncaa_mens_midwest_regionals\tconcept:agentactsinlocation\tconcept:city:ames\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:longwood_lancers\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:coach:jimmy_key\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:florence\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:molson_centre\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:bobcats\nconcept:skiarea:snake_river\tconcept:riveremptiesintoriver\tconcept:river:columbia_river\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:beverage:plymouth\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:air_canada_center\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_nationals\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:samford_bulldogs\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bucknell_bison\nconcept:stadiumoreventvenue:war_memorial_stadium\tconcept:stadiumlocatedincity\tconcept:city:little_rock\nconcept:sportsteam:texas_rangers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:ameriquest_field\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cramerton\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:oilers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:journalist:charles_gibson\tconcept:worksfor\tconcept:city:abc\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:national_enquirer\nconcept:company:missouri\tconcept:mutualproxyfor\tconcept:room:saint_charles\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:time_the_cubs\nconcept:coach:bud_wilkinson\tconcept:personbelongstoorganization\tconcept:stateorprovince:oklahoma\nconcept:coach:urban_meyer\tconcept:worksfor\tconcept:university:uf\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:leafs\nconcept:city:abc\tconcept:agentcontrols\tconcept:website:wews\nconcept:sportsteam:nittany_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:michigan_state\nconcept:sportsteam:new_orleans_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:stadiumoreventvenue:rbc_center\tconcept:stadiumlocatedincity\tconcept:city:raleigh\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:irvine\nconcept:politician:jobs\tconcept:agentbelongstoorganization\tconcept:automobilemaker:announcement\nconcept:coach:tony_fernandez\tconcept:personbelongstoorganization\tconcept:sportsteam:blue_jays\nconcept:charactertrait:world\tconcept:atdate\tconcept:year:n1985\nconcept:sportsteam:texas_rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:rangers\nconcept:city:clifton\tconcept:cityliesonriver\tconcept:river:gila\nconcept:sportsteam:florida_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:person:phil_jackson\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:dayton_flyers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:sacramento_kings\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:arco_arena\nconcept:stadiumoreventvenue:giants_stadium\tconcept:stadiumlocatedincity\tconcept:city:new_york\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:street:alameda\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:politicsblog:radio_station\nconcept:city:denver\tconcept:proxyfor\tconcept:stadiumoreventvenue:fillmore_auditorium\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:tucson\nconcept:sportsteam:south_dakota_coyotes\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:busch_memorial_stadium\nconcept:sportsteam:sd_chargers\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:company:new_york\tconcept:competeswith\tconcept:company:abc_news\nconcept:sportsteam:coastal_carolina_chanticleers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:oregon_ducks\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:brigham_young\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:los_angeles_angels_of_anaheim\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:arkansas_pine_bluff_golden_lions\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:coach:cincinnati\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:mariners\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:notre_dame\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:website:concord\tconcept:proxyfor\tconcept:company:north_carolina\nconcept:sportsteam:hawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:female:hillary\tconcept:agentcollaborateswithagent\tconcept:personus:hussein_obama\nconcept:university:national\tconcept:agentactsinlocation\tconcept:skiarea:galena\nconcept:politicaloffice:office\tconcept:synonymfor\tconcept:profession:division\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:personmexico:ncaa\tconcept:agentcompeteswithagent\tconcept:visualartist:johns_hopkins\nconcept:automobilemaker:jeff_bezos\tconcept:agentcontrols\tconcept:website:amazon\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:minute_maid_park\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:longhorns\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_raiders\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:county:jersey_city\tconcept:cityliesonriver\tconcept:river:hudson\nconcept:musicartist:american\tconcept:atlocation\tconcept:highway:yorba_linda\nconcept:musicartist:american\tconcept:atlocation\tconcept:skiarea:french_gulch\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:sportsteam:philadelphia_eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:notre_dame\tconcept:teamplaysagainstteam\tconcept:sportsteam:georgia_tech\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:newspaper:grand_island\tconcept:proxyfor\tconcept:politicsissue:nebraska\nconcept:academicfield:certification\tconcept:atdate\tconcept:date:n2004\nconcept:coach:doug_martin\tconcept:coachesteam\tconcept:sportsteam:kent_state\nconcept:university:pennsylvania_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:lsu\tconcept:organizationhiredperson\tconcept:coach:nick_saban\nconcept:sportsteam:golden_state_warriors\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n2004\nconcept:geometricshape:activities\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:coach:reggie_theus\tconcept:worksfor\tconcept:sportsteam:sacramento_kings\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:politicianus:hillary_clinton\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:anaheim_angels\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:the_ohio_state\nconcept:date:meeting\tconcept:atdate\tconcept:month:september\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:trail_blazers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:washington_d_c\nconcept:politician:jobs\tconcept:worksfor\tconcept:website:technology\nconcept:sportsteam:st___louis_blues\tconcept:teamplaysagainstteam\tconcept:sportsteam:blackhawks\nconcept:newspaper:journal\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:baldwin_park\nconcept:politicianus:candidate_barack_obama\tconcept:agentcollaborateswithagent\tconcept:person:mccain\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:female:macbook_air\tconcept:agentcollaborateswithagent\tconcept:politician:jobs\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:newspaper:amsterdam_news\tconcept:organizationheadquarteredincity\tconcept:city:new_york\nconcept:company:new_york\tconcept:competeswith\tconcept:website:chicago_tribune\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamplaysagainstteam\tconcept:sportsteam:leafs\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:economist001\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:bill_parcells\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1982\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:red_sanders\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:autzen_stadium\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:stadiumoreventvenue:scottrade_center\tconcept:stadiumlocatedincity\tconcept:city:saint_louis\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:city:bellevue\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:paw_creek\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:spartans\nconcept:website:bangladesh\tconcept:atdate\tconcept:date:n2004\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:perugia\nconcept:sportsteam:pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:sixers\nconcept:sportsteam:pittsburgh_pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:florida_international\tconcept:organizationhiredperson\tconcept:coach:john_fox\nconcept:city:washington_d_c\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:national\nconcept:city:hanover\tconcept:proxyfor\tconcept:newspaper:new_hampshire\nconcept:blog:slashdot\tconcept:headquarteredin\tconcept:city:new_york\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:personus:david_wright\tconcept:agentbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:river:portneuf\tconcept:riveremptiesintoriver\tconcept:skiarea:snake_river\nconcept:city:irvington\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:new_york_mets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockies\nconcept:person:anderson\tconcept:persongraduatedfromuniversity\tconcept:university:high_school\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:university:national\tconcept:agentactsinlocation\tconcept:beach:alpaugh\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:person:sherman\tconcept:worksfor\tconcept:sportsteam:texas_a_m\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:city:englewood\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:coach:vince_lombardi\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:musicinstrument:buffalo\tconcept:mutualproxyfor\tconcept:company:new_york\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:albion\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trail:henderson\nconcept:sportsteam:san_diego_padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:university:national\tconcept:agentactsinlocation\tconcept:mountain:guasti\nconcept:sportsteam:san_antonio\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:museum:franklin\tconcept:proxyfor\tconcept:company:north_carolina\nconcept:city:flemington\tconcept:proxyfor\tconcept:stateorprovince:new_jersey\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:utah_jazz\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:rutgers_stadium\nconcept:musicinstrument:buffalo\tconcept:subpartof\tconcept:company:new_york\nconcept:sportsteam:army_black_knights\tconcept:agentcollaborateswithagent\tconcept:personus:george_o_leary\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:newport_beach\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:seattle_mariners\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:coastal_carolina_chanticleers\nconcept:sportsteam:pistons\tconcept:organizationhiredperson\tconcept:coach:richard_hamilton\nconcept:newspaper:new_hampshire\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:sportsteam:trail_blazers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rose_garden\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:city:sabres\tconcept:subpartof\tconcept:sportsleague:nhl\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:bengals\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:washington_wizards\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:coach:jeff_jagodzinski\tconcept:worksfor\tconcept:sportsteam:boston_college\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1885\nconcept:sportsteam:chicago_white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:orioles\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:jags\nconcept:coach:eric_mangini\tconcept:subpartof\tconcept:coach:new_york_jets\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:coach:reggie_theus\tconcept:worksfor\tconcept:university:new_mexico_state\nconcept:athlete:rick_pitino\tconcept:coachesteam\tconcept:sportsteam:boston_celtics\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:blue_jays\nconcept:university:nebraska\tconcept:organizationhiredperson\tconcept:coach:frank_solich\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:magic\nconcept:male:sun\tconcept:agentcollaborateswithagent\tconcept:personafrica:jonathan_schwartz\nconcept:person:davis\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:company:npr\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:orlando_magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:city:denver\tconcept:proxyfor\tconcept:stadiumoreventvenue:ogden_theatre\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:la_clippers\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:mother_jones\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:stadiumoreventvenue:lexington\nconcept:coach:mitch_williams\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:sportsteam:san_jose_sharks\tconcept:teamplaysagainstteam\tconcept:sportsteam:lee_flames\nconcept:athlete:joe_flacco\tconcept:athleteplaysinleague\tconcept:sportsleague:nfl\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_football_giants\nconcept:sportsteam:cleveland_indians\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:chicago_bulls\tconcept:agentcompeteswithagent\tconcept:radiostation:ball_state_university\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:charactertrait:attempt\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:coach:brett_carroll\tconcept:personbelongstoorganization\tconcept:sportsteam:princeton_theological_seminary\nconcept:county:bellingham\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:company:sun_microsystems001\tconcept:agentcontrols\tconcept:actor:scott_mcnealy\nconcept:sportsteam:bulldogs\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rams\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:suns\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:royals\nconcept:person:anderson\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:coach:raheem_morris\tconcept:coachesteam\tconcept:sportsteam:tampa\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:building:ohio_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1946\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_nationals\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:niners\nconcept:politician:jobs\tconcept:persongraduatedschool\tconcept:university:high_school\nconcept:city:westminster\tconcept:cityliesonriver\tconcept:river:thames\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:actor:today\nconcept:sportsequipment:new\tconcept:mutualproxyfor\tconcept:profession:meetings\nconcept:politician:jobs\tconcept:worksfor\tconcept:automobilemaker:jeff_bezos\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:company:new_york\tconcept:proxyfor\tconcept:programminglanguage:the_new\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:barrington\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:valleyford\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:utah_jazz\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:person:meg_whitman\nconcept:sportsteam:blue_jays\tconcept:agentcontrols\tconcept:personmexico:craig_counsell\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:company:sun\tconcept:competeswith\tconcept:company:hp\nconcept:terroristorganization:state\tconcept:organizationhiredperson\tconcept:coach:chuck_amato\nconcept:company:new_york\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:stadiumoreventvenue:camp_randall\tconcept:stadiumlocatedincity\tconcept:city:madison\nconcept:politician:norwood\tconcept:atlocation\tconcept:beach:massachusetts\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:website:washington_post\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:university:state_university\tconcept:synonymfor\tconcept:writer:harvard\nconcept:person:bill\tconcept:persongraduatedschool\tconcept:university:high_school\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:dix_stadium\nconcept:sportsteam:sixers\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsteam:canucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:city:lowell\tconcept:locationlocatedwithinlocation\tconcept:beach:massachusetts\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:milwaukee_brewers\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:newsday\nconcept:coach:mitch_williams\tconcept:worksfor\tconcept:sportsteam:raptors\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_bills\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1954\nconcept:athlete:paul_brown\tconcept:worksfor\tconcept:sportsteam:eagles\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:colmar\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:duke_blue_devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:tar_heels\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:falcons\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:oregon_state_university\nconcept:sportsteam:golden_state_warriors\tconcept:teamplaysagainstteam\tconcept:sportsteam:charlotte_bobcats\nconcept:sportsteam:northwestern\tconcept:organizationhiredperson\tconcept:coach:pat_fitzgerald\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:seahawks\nconcept:sportsteam:detroit_tigers\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:detroit_lions\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:western_michigan_university\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:the_independent\nconcept:sportsteam:louisville_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsleague:mlb\tconcept:agentcontrols\tconcept:sportsteam:carlos_pena\nconcept:jobposition:meeting\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:university:kansas_state\tconcept:organizationhiredperson\tconcept:coach:bob_huggins\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:creighton\nconcept:sportsteam:man_utd\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:website:kenya\tconcept:atdate\tconcept:date:n2004\nconcept:city:flemington\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:reds\nconcept:newspaper:the_detroit_free_press\tconcept:competeswith\tconcept:newspaper:journal\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:company:los_angeles\tconcept:competeswith\tconcept:company:the_new_york_times001\nconcept:writer:harvard\tconcept:persongraduatedschool\tconcept:university:extension_school\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_bruins\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa_bay_devil_rays\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:sportsteam:huskies\tconcept:organizationhiredperson\tconcept:personaustralia:jim_calhoun\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:comedian:richard\nconcept:company:telegraph001\tconcept:competeswith\tconcept:newspaper:guardian\nconcept:politicianus:president_obama\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:skiarea:french_gulch\nconcept:city:everett\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:bowling_green_falcons\nconcept:university:google\tconcept:agentcompeteswithagent\tconcept:university:yahoo\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:colorado_rockies\nconcept:sportsteam:steelers\tconcept:agentcompeteswithagent\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:stadiumoreventvenue:hsbc_arena\tconcept:stadiumlocatedincity\tconcept:city:buffalo\nconcept:sportsteam:san_diego_padres\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:qualcomm_stadium\nconcept:criminal:baton_rouge\tconcept:proxyfor\tconcept:musicsong:louisiana\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:reliant_stadium\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:roadaccidentevent:authorities\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:canucks\nconcept:sportsteam:steelers\tconcept:teamalsoknownas\tconcept:sportsteam:seahawks\nconcept:newspaper:star_ledger\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:company:sun_microsystems001\tconcept:agentcollaborateswithagent\tconcept:ceo:scott_mcnealy\nconcept:sportsteam:dallas_cowboys\tconcept:organizationhiredperson\tconcept:coach:wade_phillips\nconcept:musicartist:american\tconcept:atlocation\tconcept:river:eight_mile\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:indiana_pacers\nconcept:sportsteam:colorado_state\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:stateorprovince:metairie\tconcept:proxyfor\tconcept:musicsong:louisiana\nconcept:river:scioto\tconcept:proxyfor\tconcept:university:ohio\nconcept:sportsteam:milwaukee_brewers\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:company:new_york\tconcept:competeswith\tconcept:company:business_week\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:times\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:timberwolves\nconcept:politicaloffice:office\tconcept:atdate\tconcept:dateliteral:n1990\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:dundee_united\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablething:alturas\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:cavs\nconcept:coach:josh_mcdaniels\tconcept:worksfor\tconcept:sportsteam:new_england_patriots\nconcept:sportsteam:pistons\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:politicianus:president_george_w__bush\tconcept:agentcollaborateswithagent\tconcept:person:house\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:foothill_ranch\nconcept:stadiumoreventvenue:wrigley_field\tconcept:stadiumlocatedincity\tconcept:city:chicago\nconcept:politician:jobs\tconcept:agentcollaborateswithagent\tconcept:personus:warren_buffet\nconcept:university:auburn\tconcept:synonymfor\tconcept:university:state_university\nconcept:buildingfeature:gear\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:newspaper:the_detroit_free_press\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_dodgers\nconcept:sportsteam:arizona_cardinals_27_23\tconcept:organizationhiredperson\tconcept:coach:russ_grimm\nconcept:hotel:salisbury\tconcept:proxyfor\tconcept:company:north_carolina\nconcept:sportsteam:state_university\tconcept:teamalsoknownas\tconcept:sportsteam:maryland\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:sam_houston_state_bearkats\nconcept:sportsteam:florida_panthers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:bank_atlantic_center\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:person:bill\tconcept:personbelongstoorganization\tconcept:sportsteam:harvard_divinity_school\nconcept:coach:washington_redskins\tconcept:agentcollaborateswithagent\tconcept:sportsleague:nfl\nconcept:university:national\tconcept:agentactsinlocation\tconcept:trainstation:lynwood\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:seahawks\tconcept:teamalsoknownas\tconcept:sportsteam:packers\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:missouri_state_bears\nconcept:company:west_virginia\tconcept:organizationhiredperson\tconcept:coach:huggins\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:roanoke\nconcept:university:state_university\tconcept:organizationalsoknownas\tconcept:company:west_virginia\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:utah_state\nconcept:stateorprovince:new_jersey\tconcept:mutualproxyfor\tconcept:city:montclair\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_city_chiefs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:aliso_viejo\nconcept:city:new_york\tconcept:cityliesonriver\tconcept:river:niagara\nconcept:sportsteam:bruins\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_international\nconcept:company:los_angeles\tconcept:competeswith\tconcept:newspaper:newsday\nconcept:athlete:rockies\tconcept:subpartof\tconcept:sportsleague:mlb\nconcept:county:los_angeles_county\tconcept:proxyfor\tconcept:visualizablething:losangeles\nconcept:company:chronicle001\tconcept:headquarteredin\tconcept:county:los_angeles_county\nconcept:musicalbum:story\tconcept:atdate\tconcept:date:n1996\nconcept:company:new_york\tconcept:competeswith\tconcept:newspaper:sunday_times\nconcept:city:newark\tconcept:proxyfor\tconcept:stateorprovince:newjersey\nconcept:person:pat_riley\tconcept:worksfor\tconcept:sportsteam:heat\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:lane_stadium\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:sparano\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:denver_nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:county:olympia\tconcept:proxyfor\tconcept:city:washington_d_c\nconcept:trainstation:brookhaven\tconcept:proxyfor\tconcept:company:new_york\nconcept:sportsteam:toronto_blue_jays\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:rogers_centre\nconcept:sportsteam:colts\tconcept:teamalsoknownas\tconcept:sportsteam:ravens\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1948\nconcept:city:princeton\tconcept:atlocation\tconcept:stateorprovince:new_jersey\nconcept:personus:theo_epstein\tconcept:worksfor\tconcept:sportsteam:red_sox\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:trail_blazers\nconcept:sportsteam:connecticut_huskies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:orlando_magic\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:brewers\nconcept:blog:time_magazine\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:company:new_york\tconcept:competeswith\tconcept:company:espn_com\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:website:nbc_news\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:habs\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:museum:wichita\nconcept:sportsteam:chelsea\tconcept:proxyfor\tconcept:beach:massachusetts\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:river:montrose\nconcept:politicianus:nancy_pelosi\tconcept:agentbelongstoorganization\tconcept:politicalparty:house\nconcept:university:national\tconcept:agentactsinlocation\tconcept:bridge:ford\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:dodger_stadium\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:fedex_field\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians\nconcept:sportsteam:florida_marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucs\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:company:missouri\tconcept:organizationterminatedperson\tconcept:personmexico:mike_anderson\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:visualizablescene:union_city\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:colts\nconcept:university:ohio\tconcept:mutualproxyfor\tconcept:radiostation:canton\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:website:publishers_weekly\tconcept:headquarteredin\tconcept:city:new_york\nconcept:nongovorganization:u_s_\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:mississippi_state_university\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:colorado_state\tconcept:agentactsinlocation\tconcept:city:fort_collins_loveland\nconcept:website:new_york_times\tconcept:hasofficeincity\tconcept:county:los_angeles_county\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:university:usc\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:city:washington_d_c\tconcept:atlocation\tconcept:stateorprovince:district_of_columbia\nconcept:coach:kay_yow\tconcept:worksfor\tconcept:sportsteam:nc_state\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:mascot\nconcept:coach:bronco_mendenhall\tconcept:coachesteam\tconcept:sportsteam:byu\nconcept:sportsteam:cleveland_browns\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_texans\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:houston\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:tampa\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_marlins\nconcept:company:new_york\tconcept:competeswith\tconcept:magazine:the_wall_street_journal\nconcept:company:bbc\tconcept:competeswith\tconcept:politicsblog:journal\nconcept:musicartist:american\tconcept:atlocation\tconcept:building:norwich\nconcept:company:new_york\tconcept:organizationterminatedperson\tconcept:person:jeff_van_gundy\nconcept:person:mccarthy\tconcept:worksfor\tconcept:sportsteam:packers\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:sportsteam:buckeyes\tconcept:organizationhiredperson\tconcept:coach:tressel\nconcept:city:shreveport\tconcept:citylocatedingeopoliticallocation\tconcept:geopoliticallocation:lsu\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:company:new_york\tconcept:competeswith\tconcept:website:herald_tribune\nconcept:jobposition:meeting\tconcept:atdate\tconcept:year:n1955\nconcept:radiostation:cleveland\tconcept:organizationterminatedperson\tconcept:coach:eric_mangini\nconcept:company:new_york\tconcept:competeswith\tconcept:politicsblog:independent\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:transportation:two\nconcept:sportsteam:cavs\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:seahawks\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina_panthers\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:profession:cape_may\nconcept:company:new_york\tconcept:competeswith\tconcept:blog:london_observer\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:dublin\nconcept:university:state_university\tconcept:synonymfor\tconcept:school:johns_hopkins\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:nats\nconcept:sportsteam:columbus_crew\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:rams\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_indians_organization\nconcept:sportsleague:new\tconcept:organizationheadquarteredinstateorprovince\tconcept:stateorprovince:pa\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:country:king\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:bucs\tconcept:organizationhiredperson\tconcept:coach:gruden\nconcept:coach:baltimore_colts\tconcept:agentbelongstoorganization\tconcept:sportsleague:nfl\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politician:w__bush\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:highway:yorba_linda\nconcept:newspaper:journal\tconcept:competeswith\tconcept:newspaper:london_sunday_times\nconcept:sportsteam:philadelphia_phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:reds\nconcept:city:denver\tconcept:atdate\tconcept:date:n2009\nconcept:company:arizona\tconcept:organizationhiredperson\tconcept:coach:lute_olson\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:magic\nconcept:website:cbs_evening_news\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:pats\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:person:eric001\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:university:national\tconcept:agentactsinlocation\tconcept:room:development\nconcept:city:york\tconcept:mutualproxyfor\tconcept:person:ed_koch001\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1955\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:saints\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:personnorthamerica:john_mccain\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:city:littleton\tconcept:cityliesonriver\tconcept:river:south_platte\nconcept:jobposition:municipalities\tconcept:mutualproxyfor\tconcept:sportsequipment:new\nconcept:sportsleague:mlb\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:kauffman_stadium\nconcept:company:ryanair001\tconcept:hasofficeincity\tconcept:city:glasgow_prestwick\nconcept:personmexico: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ith\tconcept:televisionstation:baltimore_sun\nconcept:sportsteam:central_oklahoma_bronchos\tconcept:organizationhiredperson\tconcept:coach:bob_stoops\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:knicks\nconcept:stadiumoreventvenue:nationwide_arena\tconcept:stadiumlocatedincity\tconcept:city:columbus\nconcept:sportsteam:ravens\tconcept:teamalsoknownas\tconcept:sportsteam:colts\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:person:jose_reyes\tconcept:personbelongstoorganization\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:colts\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:stateorprovince:oklahoma\tconcept:mutualproxyfor\tconcept:city:lawton\nconcept:athlete:john_brady\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:tiger_stadium\nconcept:coach:eric_mangini\tconcept:personbelongstoorganization\tconcept:sportsleague:new\nconcept:politicianus:bill_clinton\tconcept:personchargedwithcrime\tconcept:crimeorcharge:crimes\nconcept:personmexico:billy_gillispie\tconcept:personbelongstoorganization\tconcept:sportsteam:uk\nconcept:city:denver\tconcept:organizationhiredperson\tconcept:politicianus:john_hickenlooper\nconcept:sportsteam:former_san_francisco_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:lsu\tconcept:organizationhiredperson\tconcept:coach:les_miles\nconcept:sportsteam:indiana_pacers\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:heat\tconcept:teamplaysagainstteam\tconcept:sportsteam:pistons\nconcept:sportsteam:michigan_state\tconcept:organizationhiredperson\tconcept:coach:tom_izzo\nconcept:company:new_york\tconcept:organizationhiredperson\tconcept:personmexico:isaiah_thomas\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:lee_flames\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:nuggets\nconcept:sportsteam:mariners\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:university:national\tconcept:agentactsinlocation\tconcept:room:cary\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:clifton\nconcept:sportsteam:florida_international\tconcept:teamplaysagainstteam\tconcept:sportsteam:packers\nconcept:sportsteam:kennesaw_state_owls\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:female:yankees\tconcept:agentbelongstoorganization\tconcept:sportsleague:mlb\nconcept:city:washington_d_c\tconcept:atdate\tconcept:date:n1999\nconcept:person:allen\tconcept:persongraduatedfromuniversity\tconcept:university:state_university\nconcept:musicartist:american\tconcept:atlocation\tconcept:shoppingmall:bryn_athyn\nconcept:sportsteam:flyers_playoff_tickets\tconcept:teamplaysagainstteam\tconcept:sportsteam:montreal_canadiens\nconcept:person:jackson001\tconcept:worksfor\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:politicianus:mccain\tconcept:personleadsorganization\tconcept:nongovorganization:indian_affairs_committee\nconcept:person:mugabe\tconcept:personleadsorganization\tconcept:sportsteam:end\nconcept:sportsteam:north_texas_mean_green\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:haughton\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:tucker\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:arizona_diamond_backs\nconcept:sportsteam:timberwolves\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:company:ap_001\tconcept:headquarteredin\tconcept:city:washington_d_c\nconcept:sportsteam:milwaukee_bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:eastern_michigan_eagles\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:huskies\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:person:red_auerbach\tconcept:worksfor\tconcept:sportsteam:boston_celtics\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:raymond_james_stadium\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:florida_state\tconcept:organizationhiredperson\tconcept:male:bobby_bowden\nconcept:personaustralia:smith\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:coach:dungy\tconcept:worksfor\tconcept:sportsteam:buccaneers\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavericks\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:oakland_athletics\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:boardgame:board\tconcept:atdate\tconcept:year:n1985\nconcept:county:jersey_city\tconcept:mutualproxyfor\tconcept:politician:bret_schundler\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:montreal_canadiens\nconcept:sportsteam:dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:marlins\nconcept:sportsteam:blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:buffalo_bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:pittsburgh_penguins\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:mellon_arena\nconcept:beach:massachusetts\tconcept:mutualproxyfor\tconcept:county:newton\nconcept:person:murray\tconcept:persongraduatedschool\tconcept:university:state_university\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:rockets\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:university:parkersburg\tconcept:proxyfor\tconcept:company:west_virginia\nconcept:creditunion:kansas\tconcept:mutualproxyfor\tconcept:radiostation:topeka\nconcept:highway:trenton\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:cowboys_stadium\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:sportsteam:new_orleans_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:sportsteam:devils\tconcept:teamplaysagainstteam\tconcept:sportsteam:pittsburgh_penguins\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:stadiumoreventvenue:browns_stadium\tconcept:stadiumlocatedincity\tconcept:city:cleveland\nconcept:coach:dan_reeves\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:website:san_jose_mercury_news\tconcept:competeswith\tconcept:website:daily_news\nconcept:nongovorganization:friend\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:sportsteam:uk\tconcept:teamplaysagainstteam\tconcept:sportsteam:ole_miss\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:bruins\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:morrow\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:devils\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:democratic_candidate_barack_obama\nconcept:newspaper:times\tconcept:organizationheadquarteredincity\tconcept:city:l_a_\nconcept:month:march\tconcept:atdate\tconcept:dateliteral:n1945\nconcept:sportsteam:ucla\tconcept:organizationhiredperson\tconcept:coach:karl_dorrell\nconcept:river:potomac\tconcept:riveremptiesintoriver\tconcept:river:c_o_canal\nconcept:sportsteam:falcons\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:coach:new_york_giants\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:network_associates_coliseum\nconcept:university:national\tconcept:agentactsinlocation\tconcept:shoppingmall:ardsley\nconcept:sportsteam:bucs\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:company:apple002\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:chelsea\tconcept:teamplaysagainstteam\tconcept:sportsteam:spurs\nconcept:athlete:vinny_del_negro\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:united_center\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:pflugerville\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_angels\nconcept:sportsteam:stanford\tconcept:subpartoforganization\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:sportsteam:buccaneers\tconcept:teamplaysagainstteam\tconcept:sportsteam:carolina\nconcept:sportsteam:heat\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:university:state_university\tconcept:synonymfor\tconcept:emotion:northwestern\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:cam_cameron\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:east_rockaway\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:spartan_stadium\nconcept:sportsteam:boston_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:harvard_divinity_school\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:raptors\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_cowboys\nconcept:jobposition:proud_member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oncept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:coach:tim_floyd\tconcept:worksfor\tconcept:university:usc\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsteam:tennessee_chattanooga_mocs\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:website:the_san_francisco_chronicle\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:coach:eric_mangini\tconcept:worksfor\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:washington_nationals\tconcept:teamplaysagainstteam\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:florida_gators\tconcept:teamplaysagainstteam\tconcept:sportsteam:wildcats\nconcept:sportsteam:miami_dolphins\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:stateorprovince:oklahoma\tconcept:mutualproxyfor\tconcept:city:tulsa\nconcept:university:state_university\tconcept:synonymfor\tconcept:county:san_francisco_state\nconcept:sportsteam:kansas_city_chiefs\tconcept:teamplaysagainstteam\tconcept:sportsteam:oakland_raiders\nconcept:city:phoenix\tconcept:organizationhiredperson\tconcept:coach:terry_porter\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:person:ty_willingham\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1952\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:city:abc\tconcept:agentcollaborateswithagent\tconcept:person:jake_tapper\nconcept:stateorprovince:pa\tconcept:statehascapital\tconcept:city:philadelphia\nconcept:sportsteam:redskins\tconcept:teamplaysagainstteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:lee_flames\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_white_sox\nconcept:sportsteam:columbus_blue_jackets\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_wings\nconcept:sportsteam:buccaneers\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:raymond_james_stadium\nconcept:organization:tigers\tconcept:organizationhiredperson\tconcept:coach:gary_pinkel\nconcept:sportsteam:new_york_islanders\tconcept:organizationhiredperson\tconcept:coach:ted_nolan\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:bell_gardens\nconcept:sportsteam:suns\tconcept:teamplaysagainstteam\tconcept:sportsteam:dallas_mavericks\nconcept:university:state_university\tconcept:synonymfor\tconcept:geopoliticallocation:carnegie_mellon\nconcept:county:brooklyn\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:virginia_tech_hokies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:charlotte_bobcats\nconcept:company:bbc\tconcept:companyeconomicsector\tconcept:academicfield:news\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:bills\nconcept:sociopolitical:independence\tconcept:subpartof\tconcept:company:missouri\nconcept:sportsteam:los_angeles_angels_of_anaheim\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:sportsteam:florida_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:irvington\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawkeyes\nconcept:sportsteam:broncos\tconcept:agentcontrols\tconcept:sportsleague:nfl\nconcept:sportsteam:chowan_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:toronto_blue_jays\nconcept:politicaloffice:new\tconcept:mutualproxyfor\tconcept:politicsbill:state_law\nconcept:company:missouri\tconcept:mutualproxyfor\tconcept:sociopolitical:independence\nconcept:sportsteam:maple_leafs\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:sportsteam:tampa\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_mets\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:clinton\nconcept:sportsteam:hawks\tconcept:organizationhiredperson\tconcept:coach:mike_woodson\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:mitt_romney\nconcept:retailstore:burlington\tconcept:proxyfor\tconcept:beach:vermont\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsteam:tar_heels\tconcept:organizationhiredperson\tconcept:athlete:roy_williams\nconcept:company:ryanair001\tconcept:organizationhiredperson\tconcept:person:john_o_leary\nconcept:sportsteam:grand_valley_state_lakers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:city:columbus\tconcept:cityliesonriver\tconcept:river:yellowstone\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:hokies\nconcept:musicartist:american\tconcept:atlocation\tconcept:island:san_antonio\nconcept:sportsteam:astros\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:sportsteam:carolina\tconcept:teamplaysagainstteam\tconcept:sportsteam:buccaneers\nconcept:jobposition:agency\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:st___louis_cardinals\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:university:ohio\tconcept:organizationhiredperson\tconcept:coach:frank_solich\nconcept:company:los_angeles\tconcept:agentcompeteswithagent\tconcept:male:sun\nconcept:school:johns_hopkins\tconcept:organizationalsoknownas\tconcept:university:state_university\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:eagles\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:pro_player_stadium\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:chelsea\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:geometricshape:property\tconcept:atdate\tconcept:year:n1994\nconcept:sportsteam:new_york_giants\tconcept:agentcompeteswithagent\tconcept:personnorthamerica:bills\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:street:azusa\nconcept:musicartist:delaware\tconcept:atdate\tconcept:date:n1996\nconcept:sportsteam:leafs\tconcept:organizationhiredperson\tconcept:coach:al_arbour\nconcept:city:charlotte\tconcept:proxyfor\tconcept:stadiumoreventvenue:time_warner_cable_arena\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:philadelphia_flyers\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:musicartist:american\tconcept:atlocation\tconcept:hotel:salisbury\nconcept:city:phoenix\tconcept:atdate\tconcept:date:n2009\nconcept:coach:frank_beamer\tconcept:coachesteam\tconcept:sportsteam:hokies\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsleague:nfl\tconcept:agentcollaborateswithagent\tconcept:sportsteam:arizona_cardinals_27_23\nconcept:sportsteam:usc\tconcept:teamplaysagainstteam\tconcept:sportsteam:kansas_state\nconcept:sportsteam:trail_blazers\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:sportsteam:iowa_state\tconcept:organizationhiredperson\tconcept:coach:larry_eustachy\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:buildingfeature:gear\nconcept:stateorprovince:auburn\tconcept:subpartof\tconcept:city:washington_d_c\nconcept:politicaloffice:office\tconcept:atdate\tconcept:year:n1994\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:los_angeles_dodgers\tconcept:teamplaysagainstteam\tconcept:sportsteam:padres\nconcept:geometricshape:activities\tconcept:atdate\tconcept:date:n1999\nconcept:sportsteam:packers\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:nongovorganization:u_s_\tconcept:proxyfor\tconcept:emotion:new\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:royals\nconcept:sportsteam:pirates\tconcept:organizationhiredperson\tconcept:coach:skip_holtz\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:processes\nconcept:sportsteam:new_york_mets\tconcept:agentcollaborateswithagent\tconcept:personus:david_wright\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:coach:josh_mcdaniels\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:website:amazon\nconcept:sportsteam:oakland_athletics\tconcept:teamplaysagainstteam\tconcept:sportsteam:twins\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:boston_celtics\nconcept:musicartist:american\tconcept:atlocation\tconcept:highway:gardena\nconcept:sportsteam:red_wings\tconcept:teamplaysagainstteam\tconcept:sportsteam:flyers_playoff_tickets\nconcept:winery:mansfield\tconcept:proxyfor\tconcept:university:ohio\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:county:lafayette\nconcept:sportsteam:anaheim_ducks\tconcept:teamplaysagainstteam\tconcept:sportsteam:ottawa_senators\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:seahawks\nconcept:company:new_york\tconcept:competeswith\tconcept:website:the_houston_chronicle\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:white_sox\nconcept:university:utah_state\tconcept:synonymfor\tconcept:university:state_university\nconcept:company:new_york\tconcept:agentcollaborateswithagent\tconcept:personus:joe_dimaggio\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:company:los_angeles\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:athlete:herman_edwards\tconcept:worksfor\tconcept:sportsteam:kansas_city_chiefs\nconcept:sportsleague:nfl\tconcept:organizationhiredperson\tconcept:coach:bill_walsh\nconcept:sportsteam:raptors\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:sportsteam:kings_college\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:sportsteam:los_angeles_lakers\tconcept:organizationhiredperson\tconcept:person:riley001\nconcept:politicianus:president_bush\tconcept:personchargedwithcrime\tconcept:crimeorcharge:crimes\nconcept:sportsleague:ncaa\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:tiger_stadium\nconcept:sportsteam:tampa_bay_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:jaguars\nconcept:sportsteam:d_backs\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:new_england_patriots\tconcept:organizationhiredperson\tconcept:coach:carroll\nconcept:sportsteam:spurs\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:coach:nick_saban\tconcept:worksfor\tconcept:sportsteam:michigan_state\nconcept:sportsteam:cavaliers\tconcept:teamplaysagainstteam\tconcept:sportsteam:indiana_pacers\nconcept:university:unc\tconcept:organizationhiredperson\tconcept:coach:dean_smith\nconcept:sportsteam:arizona_diamond_backs\tconcept:teamhomestadium\tconcept:stadiumoreventvenue:chase_field\nconcept:sportsteam:broncos\tconcept:teamplaysagainstteam\tconcept:sportsteam:ravens\nconcept:university:state_university\tconcept:synonymfor\tconcept:university:oregon_st\nconcept:sportsteam:titans\tconcept:teamplaysagainstteam\tconcept:sportsteam:steelers\nconcept:sportsteam:steelers\tconcept:organizationhiredperson\tconcept:coach:ken_whisenhunt\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:sportsteam:magic\tconcept:organizationhiredperson\tconcept:coach:van_gundy\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:texas_rangers\nconcept:musicartist:american\tconcept:agentparticipatedinevent\tconcept:eventoutcome:result\nconcept:website:the_washington_times\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_senators\nconcept:sportsteam:minnesota_vikings\tconcept:teamalsoknownas\tconcept:sportsteam:falcons\nconcept:sportsteam:new_orleans_saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:florida_gators\tconcept:organizationhiredperson\tconcept:coach:steve_spurrier\nconcept:sportsteam:knicks\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:university:national\tconcept:agentactsinlocation\tconcept:retailstore:albertson\nconcept:newspaper:la_times\tconcept:newspaperincity\tconcept:county:los_angeles_county\nconcept:sportsteam:toronto_blue_jays\tconcept:teamplaysagainstteam\tconcept:sportsteam:red_sox_this_season\nconcept:sportsteam:phillies\tconcept:teamplaysagainstteam\tconcept:sportsteam:houston_astros\nconcept:sportsteam:arkansas_state_red_wolves\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:company:new_york\tconcept:agentcompeteswithagent\tconcept:musicartist:times\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:clementon\nconcept:geopoliticallocation:national\tconcept:atlocation\tconcept:city:la_habra\nconcept:sportsteam:bengals\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:sportsteam:northern_illinois_huskies\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:cleveland_indians_organization\tconcept:teamplaysagainstteam\tconcept:sportsteam:former_san_francisco_giants\nconcept:company:oracle\tconcept:competeswith\tconcept:company:ibm\nconcept:personmexico:ncaa\tconcept:agentcontrols\tconcept:sportsteam:loyola_marymount_lions\nconcept:sportsteam:buffalo_sabres\tconcept:teamplaysagainstteam\tconcept:sportsteam:capitals\nconcept:athlete:vernon_wells\tconcept:athleteplaysinleague\tconcept:sportsleague:mlb\nconcept:terroristorganization:state\tconcept:agentcontrols\tconcept:politicsissue:requirements\nconcept:person:mccain\tconcept:agentcollaborateswithagent\tconcept:politicianus:hillary_clinton\nconcept:sportsteam:atlanta_braves\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:cranford\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:canucks\nconcept:sportsteam:pirates\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:sportsteam:steelers\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:bucks\tconcept:teamplaysagainstteam\tconcept:sportsteam:cavaliers\nconcept:sportsteam:magic\tconcept:teamplaysagainstteam\tconcept:sportsteam:chicago_bulls\nconcept:newspaper:the_international_herald_tribune\tconcept:hasofficeincity\tconcept:city:new_york\nconcept:city:washington_d_c\tconcept:organizationhiredperson\tconcept:person:willingham\nconcept:city:washington_d_c\tconcept:mutualproxyfor\tconcept:county:olympia\nconcept:sportsteam:chicago_bulls\tconcept:teamplaysagainstteam\tconcept:sportsteam:sacramento_kings\nconcept:athlete:lidstrom\tconcept:worksfor\tconcept:sportsteam:red_wings\nconcept:sportsteam:yankees\tconcept:teamplaysagainstteam\tconcept:sportsteam:detroit_tigers\nconcept:county:edison\tconcept:subpartof\tconcept:radiostation:new_jersey\nconcept:sportsteam:boston_celtics\tconcept:teamplaysagainstteam\tconcept:sportsteam:heat\nconcept:biotechcompany:apple\tconcept:agentcollaborateswithagent\tconcept:personus:jobs\nconcept:sportsteam:montreal_canadiens\tconcept:teamplaysagainstteam\tconcept:sportsteam:maple_leafs\nconcept:stadiumoreventvenue:ford_field\tconcept:stadiumlocatedincity\tconcept:city:detroit\nconcept:coach:linehan\tconcept:coachesinleague\tconcept:sportsleague:nfl\nconcept:coach:skip_holtz\tconcept:worksfor\tconcept:sportsteam:pirates\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:geopoliticallocation:grand_junction\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:pats\nconcept:university:google\tconcept:agentcompeteswithagent\tconcept:website:amazon\nconcept:coach:cowher\tconcept:coachesteam\tconcept:sportsteam:steelers\nconcept:politician:jobs\tconcept:agentcontrols\tconcept:retailstore:apple_computers\nconcept:building:norwich\tconcept:buildinglocatedincity\tconcept:city:norwich\nconcept:sportsteam:ottawa_senators\tconcept:teamplaysagainstteam\tconcept:sportsteam:anaheim_ducks\nconcept:actor:scott_mcnealy\tconcept:worksfor\tconcept:blog:sun\nconcept:programminglanguage:state\tconcept:subpartof\tconcept:weatherphenomenon:air\nconcept:sportsteam:dallas_cowboys\tconcept:teamplaysagainstteam\tconcept:sportsteam:titans\nconcept:company:north_carolina\tconcept:subpartof\tconcept:sportsteam:ncaa_mens_midwest_regionals\nconcept:university:state_university\tconcept:synonymfor\tconcept:geopoliticallocation:arizona_state\nconcept:sportsteam:padres\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_vikings\nconcept:sportsteam:bobcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:washington_wizards\nconcept:sportsleague:new\tconcept:organizationhiredperson\tconcept:person:anderson\nconcept:sportsteam:ravens\tconcept:teamplaysagainstteam\tconcept:sportsteam:broncos\nconcept:sportsteam:byu_hawaii\tconcept:teamalsoknownas\tconcept:sportsteam:state_university\nconcept:sportsteam:red_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:minnesota_twins\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:redskins\nconcept:coach:green_bay_packers\tconcept:subpartof\tconcept:sportsleague:nfl\nconcept:company:arizona\tconcept:companyeconomicsector\tconcept:economicsector:insurance_coverage\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:company:national_city\nconcept:county:florence\tconcept:subpartof\tconcept:newspaper:alabama\nconcept:coach:randy_walker\tconcept:coachesteam\tconcept:sportsteam:northwestern\nconcept:sportsteam:white_sox\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:oilers\nconcept:sportsteam:new_york_jets\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_giants\nconcept:athlete:mike_smith\tconcept:athletehomestadium\tconcept:stadiumoreventvenue:pete_times_forum\nconcept:sportsleague:nhl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:mellon_arena\nconcept:sportsteam:esu_hornets\tconcept:teamplaysagainstteam\tconcept:sportsteam:los_angeles_lakers\nconcept:musicartist:american\tconcept:agentactsinlocation\tconcept:city:phoenix\nconcept:county:penn_state\tconcept:organizationhiredperson\tconcept:coach:joe_paterno\nconcept:politician:clinton\tconcept:agentcollaborateswithagent\tconcept:politicianus:barack\nconcept:geopoliticallocation:yale\tconcept:synonymfor\tconcept:university:state_university\nconcept:politicianus:bush\tconcept:personchargedwithcrime\tconcept:crimeorcharge:treason\nconcept:coach:jeff_fisher\tconcept:worksfor\tconcept:sportsteam:titans\nconcept:university:state_university\tconcept:synonymfor\tconcept:bank:iowa_state\nconcept:sportsteam:tampa_bay_devil_rays\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:university:national\tconcept:agentactsinlocation\tconcept:building:nation\nconcept:highway:lakewood\tconcept:mutualproxyfor\tconcept:radiostation:new_jersey\nconcept:athlete:john_brady\tconcept:worksfor\tconcept:sportsteam:lsu\nconcept:sportsteam:minnesota_vikings\tconcept:teamplaysagainstteam\tconcept:sportsteam:sd_chargers\nconcept:sportsteam:kansas_city_chiefs\tconcept:organizationhiredperson\tconcept:coach:todd_haley\nconcept:sportsteam:new_york_giants\tconcept:teamplaysagainstteam\tconcept:sportsteam:dodgers\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:boston_celtics\nconcept:sportsteam:bills\tconcept:teamplaysagainstteam\tconcept:sportsteam:cleveland_browns\nconcept:sportsteam:marlins\tconcept:teamplaysagainstteam\tconcept:sportsteam:astros\nconcept:coach:cam_cameron\tconcept:coachesteam\tconcept:sportsteam:miami_dolphins\nconcept:sportsgame:series\tconcept:sportsgameteam\tconcept:sportsteam:astros\nconcept:sportsteam:penn_state\tconcept:teamplaysagainstteam\tconcept:sportsteam:usc\nconcept:sportsteam:philadelphia_phillies\tconcept:teamalsoknownas\tconcept:sportsteam:chowan_braves\nconcept:sportsteam:royals\tconcept:teamplaysagainstteam\tconcept:sportsteam:yankees\nconcept:sportsteam:los_angeles_lakers\tconcept:teamplaysagainstteam\tconcept:sportsteam:bucks\nconcept:website:amazon\tconcept:competeswith\tconcept:website:facebook\nconcept:profession:division\tconcept:subpartof\tconcept:weatherphenomenon:water\nconcept:sportsteam:maryland\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:politician:jobs\tconcept:personbelongstoorganization\tconcept:sportsteam:state_university\nconcept:sportsteam:dallas_mavericks\tconcept:teamplaysagainstteam\tconcept:sportsteam:golden_state_warriors\nconcept:sportsteam:eastern_illinois_panthers\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:twins\tconcept:teamplaysagainstteam\tconcept:sportsteam:rangers\nconcept:sportsteam:oakland_raiders\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:eagles\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_orleans_saints\nconcept:sportsteam:rockets\tconcept:teamplaysagainstteam\tconcept:sportsteam:mavs\nconcept:personmexico:texas_rangers\tconcept:agentparticipatedinevent\tconcept:sportsgame:series\nconcept:sportsteam:wildcats\tconcept:teamplaysagainstteam\tconcept:sportsteam:florida_gators\nconcept:person:macintosh\tconcept:atdate\tconcept:year:n1984\nconcept:radiostation:new_jersey\tconcept:mutualproxyfor\tconcept:hotel:somerset\nconcept:politicsblog:journal\tconcept:competeswith\tconcept:company:fortune001\nconcept:personus:jason_giambi\tconcept:personbelongstoorganization\tconcept:sportsteam:yankees\nconcept:magazine:charlotte\tconcept:subpartof\tconcept:company:north_carolina\nconcept:sportsteam:buffalo_state\tconcept:agentcollaborateswithagent\tconcept:personmexico:ncaa\nconcept:sportsteam:reds\tconcept:teamplaysagainstteam\tconcept:sportsteam:phillies\nconcept:sportsleague:nfl\tconcept:agentcontrols\tconcept:coach:new_york_jets\nconcept:clothing:positions\tconcept:atdate\tconcept:date:n2004\nconcept:sportsteam:saints\tconcept:teamplaysagainstteam\tconcept:sportsteam:texans\nconcept:sportsteam:texans\tconcept:teamplaysagainstteam\tconcept:sportsteam:new_york_jets\nconcept:sportsteam:rangers\tconcept:teamplaysagainstteam\tconcept:sportsteam:buffalo_sabres\nconcept:sportsteam:orioles\tconcept:teamplaysagainstteam\tconcept:sportsteam:pirates\nconcept:profession:camden\tconcept:proxyfor\tconcept:radiostation:new_jersey\nconcept:sportsteam:nuggets\tconcept:teamplaysagainstteam\tconcept:sportsteam:hawks\nconcept:city:houston\tconcept:citylocatedinstate\tconcept:stateorprovince:tx\nconcept:sportsteam:red_sox_this_season\tconcept:teamplaysagainstteam\tconcept:sportsteam:louisville_cardinals\nconcept:politicianus:stephen_goldsmith\tconcept:atlocation\tconcept:city:indianapolis\nconcept:coach:chris_quinn\tconcept:coachesteam\tconcept:sportsteam:heat\nconcept:politicsissue:nebraska\tconcept:atdate\tconcept:date:n2009\nconcept:sportsgame:finals\tconcept:sportsgameteam\tconcept:sportsteam:bruins\nconcept:sportsleague:nfl\tconcept:leaguestadiums\tconcept:stadiumoreventvenue:sun_devil_stadium\n"
  },
  {
    "path": "inductive_lp/datasets/ind_dataset.py",
    "content": "from pykeen.datasets import PathDataSet, TriplesFactory, DataSet\n\nclass InductiveDataset(DataSet):\n\n    def __init__(self,\n                 transductive: str,\n                 inductive: str,\n                 create_inverse_triples: bool = True,):\n\n        self.cache_root = \"./data/\"\n\n        self.transductive_part = TriplesFactory(\n            path=self.cache_root + transductive + \"/train.txt\",\n            create_inverse_triples=create_inverse_triples\n        )\n        self.inductive_part = inductive\n\n        self.inductive_inference = TriplesFactory(\n            path=self.cache_root + inductive + \"/train.txt\",\n            relation_to_id=self.transductive_part.relation_to_id,\n            create_inverse_triples=create_inverse_triples\n        )\n\n        self.inductive_val = TriplesFactory(\n            path=self.cache_root + inductive + \"/valid.txt\",\n            entity_to_id=self.inductive_inference.entity_to_id,\n            relation_to_id=self.transductive_part.relation_to_id\n        )\n\n        self.inductive_test = TriplesFactory(\n            path=self.cache_root + inductive + \"/test.txt\",\n            entity_to_id=self.inductive_inference.entity_to_id,\n            relation_to_id=self.transductive_part.relation_to_id\n        )\n\n\nclass Ind_FB15k237(InductiveDataset):\n\n    def __init__(self,\n                 version: int = 1,\n                 create_inverse_triples: bool = True,):\n\n        super().__init__(transductive=f\"fb237_v{version}\",\n                         inductive=f\"fb237_v{version}_ind\",\n                         create_inverse_triples=create_inverse_triples)\n\n\nclass Ind_WN18RR(InductiveDataset):\n\n    def __init__(self,\n                 version: int = 1,\n                 create_inverse_triples: bool = True, ):\n        super().__init__(transductive=f\"WN18RR_v{version}\",\n                         inductive=f\"WN18RR_v{version}_ind\",\n                         create_inverse_triples=create_inverse_triples)\n\n\nclass Ind_NELL(InductiveDataset):\n\n    def __init__(self,\n                 version: int = 1,\n                 create_inverse_triples: bool = True, ):\n        super().__init__(transductive=f\"nell_v{version}\",\n                         inductive=f\"nell_v{version}_ind\",\n                         create_inverse_triples=create_inverse_triples)\n\n"
  },
  {
    "path": "inductive_lp/loops/ilp_evaluator.py",
    "content": "import torch\n\nfrom torch import nn\nfrom typing import Optional, Iterable, Union, Dict, Tuple, List\nfrom collections import defaultdict\nfrom pykeen.evaluation import RankBasedEvaluator\nfrom pykeen.evaluation.rank_based_evaluator import compute_rank_from_scores\n\nclass ILPRankBasedEvaluator(RankBasedEvaluator):\n\n    def __init__(\n        self,\n        ks: Optional[Iterable[Union[int, float]]] = None,\n        filtered: bool = True,\n        head_samples: torch.Tensor = None,  # shape: [num_valid_triples, n]\n        tail_samples: torch.Tensor = None,  # shape: [num_valid_triples, n]\n    ):\n        \"\"\"Initialize rank-based evaluator.\n\n        :param ks:\n            The values for which to calculate hits@k. Defaults to {1,3,5,10}.\n        :param filtered:\n            Whether to use the filtered evaluation protocol. If enabled, ranking another true triple higher than the\n            currently considered one will not decrease the score.\n        \"\"\"\n        super().__init__(filtered=filtered)\n        self.ks = tuple(ks) if ks is not None else (1, 3, 5, 10)\n        for k in self.ks:\n            if isinstance(k, float) and not (0 < k < 1):\n                raise ValueError(\n                    'If k is a float, it should represent a relative rank, i.e. a value between 0 and 1 (excl.)',\n                )\n        self.ranks: Dict[Tuple[str, str], List[float]] = defaultdict(list)\n        self.num_entities = None\n\n        self.head_samples = head_samples\n        self.tail_samples = tail_samples\n\n\n    def _update_ranks_(\n        self,\n        true_scores: torch.FloatTensor,\n        all_scores: torch.FloatTensor,\n        side: str,\n    ) -> None:\n        \"\"\"Shared code for updating the stored ranks for head/tail scores.\n\n        :param true_scores: shape: (batch_size,)\n        :param all_scores: shape: (batch_size, num_entities)\n        \"\"\"\n        sampled_entities = self.head_samples if side == \"head\" else self.tail_samples\n        batch_ranks = compute_rank_from_scores(\n            true_score=true_scores,\n            all_scores=all_scores.gather(1, sampled_entities.to(all_scores.device)),\n        )\n        self.num_entities = all_scores.shape[1]\n        for k, v in batch_ranks.items():\n            self.ranks[side, k].extend(v.detach().cpu().tolist())"
  },
  {
    "path": "inductive_lp/loops/inductive_slcwa.py",
    "content": "# -*- coding: utf-8 -*-\n\n\"\"\"Training KGE models based on the sLCWA.\"\"\"\n\nimport logging\nfrom typing import Any, Mapping, Optional, Type\n\nimport torch\nfrom torch.optim.optimizer import Optimizer\n\nfrom pykeen.training.training_loop import TrainingLoop\nfrom pykeen.training.utils import apply_label_smoothing\nfrom pykeen.losses import CrossEntropyLoss\nfrom pykeen.models.base import Model\nfrom pykeen.sampling import BasicNegativeSampler, NegativeSampler\nfrom pykeen.triples import SLCWAInstances\nfrom pykeen.typing import MappedTriples\nfrom pykeen.datasets import TriplesFactory\n\n__all__ = [\n    'InductiveSLCWATrainingLoop',\n]\n\nlogger = logging.getLogger(__name__)\n\n\nclass InductiveSLCWATrainingLoop(TrainingLoop):\n    \"\"\"A training loop that uses the stochastic local closed world assumption training approach.\"\"\"\n\n    negative_sampler: NegativeSampler\n    loss_blacklist = [CrossEntropyLoss]\n\n    def __init__(\n        self,\n        model: Model,\n        optimizer: Optional[Optimizer] = None,\n        negative_sampler_cls: Optional[Type[NegativeSampler]] = None,\n        negative_sampler_kwargs: Optional[Mapping[str, Any]] = None,\n    ):\n        \"\"\"Initialize the training loop.\n\n        :param model: The model to train\n        :param optimizer: The optimizer to use while training the model\n        :param negative_sampler_cls: The class of the negative sampler\n        :param negative_sampler_kwargs: Keyword arguments to pass to the negative sampler class on instantiation\n         for every positive one\n        \"\"\"\n        super().__init__(\n            model=model,\n            optimizer=optimizer,\n        )\n\n        if negative_sampler_cls is None:\n            negative_sampler_cls = BasicNegativeSampler\n\n        self.negative_sampler = negative_sampler_cls(\n            triples_factory=self.triples_factory,\n            **(negative_sampler_kwargs or {}),\n        )\n\n    @property\n    def triples_factory(self) -> TriplesFactory:  # noqa: D401\n        \"\"\"The triples factory in the model.\"\"\"\n        return self.model.transductive_triples_factory\n\n    @property\n    def num_negs_per_pos(self) -> int:\n        \"\"\"Return number of negatives per positive from the sampler.\n\n        Property for API compatibility\n        \"\"\"\n        return self.negative_sampler.num_negs_per_pos\n\n    def _create_instances(self, use_tqdm: Optional[bool] = None) -> SLCWAInstances:  # noqa: D102\n        return self.triples_factory.create_slcwa_instances()\n\n    @staticmethod\n    def _get_batch_size(batch: MappedTriples) -> int:  # noqa: D102\n        return batch.shape[0]\n\n    def _process_batch(\n        self,\n        batch: MappedTriples,\n        start: int,\n        stop: int,\n        label_smoothing: float = 0.0,\n        slice_size: Optional[int] = None,\n    ) -> torch.FloatTensor:  # noqa: D102\n        # Slicing is not possible in sLCWA training loops\n        if slice_size is not None:\n            raise AttributeError('Slicing is not possible for sLCWA training loops.')\n\n        # Send positive batch to device\n        positive_batch = batch[start:stop].to(device=self.device)\n\n        # Create negative samples\n        neg_samples = self.negative_sampler.sample(positive_batch=positive_batch)\n\n        # Ensure they reside on the device (should hold already for most simple negative samplers, e.g.\n        # BasicNegativeSampler, BernoulliNegativeSampler\n        negative_batch = neg_samples.to(self.device)\n\n        # Make it negative batch broadcastable (required for num_negs_per_pos > 1).\n        negative_batch = negative_batch.view(-1, 3)\n\n        # Compute negative and positive scores\n        positive_scores = self.model.score_hrt(positive_batch)\n        negative_scores = self.model.score_hrt(negative_batch)\n\n        loss = self._loss_helper(\n            positive_scores,\n            negative_scores,\n            label_smoothing,\n        )\n        return loss\n\n    def _mr_loss_helper(\n        self,\n        positive_scores: torch.FloatTensor,\n        negative_scores: torch.FloatTensor,\n        _label_smoothing=None,\n    ) -> torch.FloatTensor:\n        # Repeat positives scores (necessary for more than one negative per positive)\n        if self.num_negs_per_pos > 1:\n            positive_scores = positive_scores.repeat(self.num_negs_per_pos, 1)\n\n        return self.model.compute_mr_loss(\n            positive_scores=positive_scores,\n            negative_scores=negative_scores,\n        )\n\n    def _self_adversarial_negative_sampling_loss_helper(\n        self,\n        positive_scores: torch.FloatTensor,\n        negative_scores: torch.FloatTensor,\n        _label_smoothing=None,\n    ) -> torch.FloatTensor:\n        \"\"\"Compute self adversarial negative sampling loss.\"\"\"\n        return self.model.compute_self_adversarial_negative_sampling_loss(\n            positive_scores=positive_scores,\n            negative_scores=negative_scores,\n        )\n\n    def _label_loss_helper(\n        self,\n        positive_scores: torch.FloatTensor,\n        negative_scores: torch.FloatTensor,\n        label_smoothing: float,\n    ) -> torch.FloatTensor:\n        # Stack predictions\n        predictions = torch.cat([positive_scores, negative_scores], dim=0)\n        # Create target\n        ones = torch.ones_like(positive_scores, device=self.device)\n        zeros = torch.zeros_like(negative_scores, device=self.device)\n        labels = torch.cat([ones, zeros], dim=0)\n\n        if label_smoothing > 0.:\n            labels = apply_label_smoothing(\n                labels=labels,\n                epsilon=label_smoothing,\n                num_classes=self.model.num_entities,\n            )\n\n        # Normalize the loss to have the average loss per positive triple\n        # This allows comparability of sLCWA and LCWA losses\n        return self.model.compute_label_loss(\n            predictions=predictions,\n            labels=labels,\n        )\n\n    def _slice_size_search(\n        self,\n        batch_size: int,\n        sub_batch_size: int,\n        supports_sub_batching: bool,\n    ) -> None:  # noqa: D102\n        # Slicing is not possible for sLCWA\n        if supports_sub_batching:\n            report = \"This model supports sub-batching, but it also requires slicing, which is not possible for sLCWA\"\n        else:\n            report = \"This model doesn't support sub-batching and slicing is not possible for sLCWA\"\n        logger.warning(report)\n        raise MemoryError(\"The current model can't be trained on this hardware with these parameters.\")\n"
  },
  {
    "path": "inductive_lp/loops/relation_rank_evaluator.py",
    "content": "from pykeen.evaluation import Evaluator, MetricResults, RankBasedEvaluator\nfrom pykeen.models.base import Model, MappedTriples\nfrom pykeen.evaluation.evaluator import create_dense_positive_mask_, filter_scores_, timeit, split_list_in_batches_iter, tqdm, optional_context_manager, logger\nfrom pykeen.evaluation.rank_based_evaluator import pd, RankBasedMetricResults, dataclass, field, dataclass_json, fix_dataclass_init_docs, compute_rank_from_scores, RANK_TYPES, RANK_BEST, RANK_WORST, RANK_AVERAGE, RANK_AVERAGE_ADJUSTED\nfrom collections import defaultdict\nimport numpy as np\nfrom typing import Any, Collection, List, Mapping, Optional, Tuple, Union, Dict\nimport torch\nimport pdb\n\n\n@fix_dataclass_init_docs\n@dataclass_json\n@dataclass\nclass RelationPredictionRankBasedMetricResults(RankBasedMetricResults):\n    #: The mean over all ranks: mean_i r_i. Lower is better.\n    mean_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all ranks: mean_i r_i. Lower is better.',\n    ))\n\n    #: The mean over all reciprocal ranks: mean_i (1/r_i). Higher is better.\n    mean_reciprocal_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all reciprocal ranks: mean_i (1/r_i). Higher is better.',\n    ))\n\n    #: The hits at k for different values of k, i.e. the relative frequency of ranks not larger than k.\n    #: Higher is better.\n    hits_at_k: Dict[str, Dict[int, float]] = field(metadata=dict(\n        doc='The hits at k for different values of k, i.e. the relative frequency of ranks not larger than k.'\n            ' Higher is better.',\n    ))\n\n    #: The mean over all chance-adjusted ranks: mean_i (2r_i / (num_entities+1)). Lower is better.\n    #: Described by [berrendorf2020]_.\n    adjusted_mean_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all chance-adjusted ranks: mean_i (2r_i / (num_entities+1)). Lower is better.',\n    ))\n\n    def get_metric(self, name: str) -> float:  # noqa: D102\n        dot_count = name.count('.')\n        if 0 == dot_count:  # assume average by default\n            rank_type, metric = 'avg', name\n        elif 1 == dot_count:\n            rank_type, metric = name.split('.')\n        else:\n            raise ValueError(f'Malformed metric name: {name}')\n\n        if rank_type not in RANK_AVERAGE and metric in {'adjusted_mean_rank'}:\n            raise ValueError(f'Invalid rank type for adjusted mean rank: {rank_type}. Allowed type: {RANK_AVERAGE}')\n        elif rank_type not in RANK_TYPES:\n            raise ValueError(f'Invalid rank type: {rank_type}. Allowed types: {RANK_TYPES}')\n\n        if metric in {'mean_rank', 'mean_reciprocal_rank'}:\n            return getattr(self, metric)[rank_type]\n        elif metric in {'adjusted_mean_rank'}:\n            return getattr(self, metric)\n\n        rank_type_hits_at_k = self.hits_at_k[rank_type]\n        for prefix in ('hits_at_', 'hits@'):\n            if not metric.startswith(prefix):\n                continue\n            k = metric[len(prefix):]\n            k = 10 if k == 'k' else int(k)\n            return rank_type_hits_at_k[k]\n\n        raise ValueError(f'Invalid metric name: {name}')\n\n    def to_flat_dict(self):  # noqa: D102\n        r = {'avg.adjusted_mean_rank': self.adjusted_mean_rank}\n        for rank_type in RANK_TYPES:\n            r[f'{rank_type}.mean_rank'] = self.mean_rank[rank_type]\n            r[f'{rank_type}.mean_reciprocal_rank'] = self.mean_reciprocal_rank[rank_type]\n            for k, v in self.hits_at_k[rank_type].items():\n                r[f'{rank_type}.hits_at_{k}'] = v\n        return r\n\n    def to_df(self):\n        \"\"\"Output the metrics as a pandas dataframe.\"\"\"\n        rows = [\n            ('avg', 'adjusted_mean_rank', self.adjusted_mean_rank)\n        ]\n        for rank_type in RANK_TYPES:\n            rows.append((rank_type, 'mean_rank', self.mean_rank[rank_type]))\n            rows.append((rank_type, 'mean_reciprocal_rank', self.mean_reciprocal_rank[rank_type]))\n            for k, v in self.hits_at_k[rank_type].items():\n                rows.append((rank_type, f'hits_at_{k}', v))\n        return pd.DataFrame(rows, columns=['Type', 'Metric', 'Value'])\n\n\nclass RelationPredictionRankBasedEvaluator(Evaluator):\n    def __init__(\n        self,\n        ks = None,\n        filtered: bool = True,\n    ):\n        super().__init__(filtered=filtered)\n        self.ks = tuple(ks) if ks is not None else (1, 3, 5, 10)\n        for k in self.ks:\n            if isinstance(k, float) and not (0 < k < 1):\n                raise ValueError(\n                    'If k is a float, it should represent a relative rank, i.e. a value between 0 and 1 (excl.)',\n                )\n        self.ranks = defaultdict(list)\n        self.num_relations = None\n\n    def process_tail_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        pass\n\n    def process_head_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        pass\n\n    def _update_ranks_(self, true_scores, all_scores):\n        batch_ranks = compute_rank_from_scores(\n            true_score=true_scores,\n            all_scores=all_scores,\n        )\n        self.num_relations = all_scores.shape[1]\n        for k, v in batch_ranks.items():\n            self.ranks[k].extend(v.detach().cpu().tolist())\n\n    def evaluate(\n            self, model, mapped_triples = None, batch_size = None, slice_size = None, device = None,\n            use_tqdm = True, tqdm_kwargs = None, restrict_entities_to = None, do_time_consuming_checks = True,\n            additional_filter_triples=None,\n    ):\n        if mapped_triples is None:\n            mapped_triples = model.triples_factory.mapped_triples\n\n        if batch_size is None and model.automatic_memory_optimization:\n            batch_size, slice_size = self.batch_and_slice(\n                model=model,\n                mapped_triples=mapped_triples,\n                batch_size=batch_size,\n                device=device,\n                use_tqdm=False,\n                restrict_entities_to=restrict_entities_to,\n                do_time_consuming_checks=do_time_consuming_checks,\n            )\n            # The batch_size and slice_size should be accessible to outside objects for re-use, e.g. early stoppers.\n            self.batch_size = batch_size\n            self.slice_size = slice_size\n\n            # Clear the ranks from the current evaluator\n            self.finalize()\n\n        return evaluate(\n            model=model,\n            mapped_triples=mapped_triples,\n            additional_filtered_triples=additional_filter_triples,\n            evaluators=self,\n            batch_size=batch_size,\n            slice_size=slice_size,\n            device=device,\n            squeeze=True,\n            use_tqdm=use_tqdm,\n            tqdm_kwargs=tqdm_kwargs,\n            restrict_relations_to=restrict_entities_to,\n            do_time_consuming_checks=do_time_consuming_checks,\n        )\n\n    def _get_ranks(self, rank_type):\n        return np.asarray(self.ranks.get(rank_type, []), dtype=np.float64)\n\n    def finalize(self) -> MetricResults:\n        mean_rank = {}\n        mean_reciprocal_rank = {}\n        hits_at_k = {}\n        adjusted_mean_rank = {}\n\n        for rank_type in RANK_TYPES:\n            ranks = self._get_ranks(rank_type=rank_type)\n            if len(ranks) < 1:\n                continue\n            hits_at_k[rank_type] = {\n                k: np.mean(ranks <= k) if isinstance(k, int) else np.mean(ranks <= int(self.num_relations * k))\n                for k in self.ks\n            }\n            mean_rank[rank_type] = np.mean(ranks)\n            mean_reciprocal_rank[rank_type] = np.mean(np.reciprocal(ranks))\n\n        adjusted_ranks = self._get_ranks(rank_type=RANK_AVERAGE_ADJUSTED)\n        if len(adjusted_ranks) >= 1:\n            adjusted_mean_rank = float(np.mean(adjusted_ranks))\n\n        self.ranks.clear()\n\n        return RelationPredictionRankBasedMetricResults(\n            mean_rank=dict(mean_rank),\n            mean_reciprocal_rank=dict(mean_reciprocal_rank),\n            hits_at_k=dict(hits_at_k),\n            adjusted_mean_rank=adjusted_mean_rank,\n        )\n\n    def process_relation_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:  # noqa: D102\n        self._update_ranks_(true_scores=true_scores, all_scores=scores)\n\n\ndef get_unique_relation_ids_from_triples_tensor(mapped_triples: MappedTriples) -> torch.LongTensor:\n    \"\"\"Return the unique entity IDs used in a tensor of triples.\"\"\"\n    return mapped_triples[:, 1].unique()\n\ndef evaluate(\n    model: Model,\n    mapped_triples: MappedTriples,\n    evaluators: Union[Evaluator, Collection[Evaluator]],\n    additional_filtered_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n    only_size_probing: bool = False,\n    batch_size: Optional[int] = None,\n    slice_size: Optional[int] = None,\n    device: Optional[torch.device] = None,\n    squeeze: bool = True,\n    use_tqdm: bool = True,\n    tqdm_kwargs: Optional[Mapping[str, str]] = None,\n    restrict_relations_to: Optional[torch.LongTensor] = None,\n    do_time_consuming_checks: bool = True,\n) -> Union[MetricResults, List[MetricResults]]:\n    \"\"\"Evaluate metrics for model on mapped triples.\n\n    The model is used to predict scores for all tails and all heads for each triple. Subsequently, each abstract\n    evaluator is applied to the scores, also receiving the batch itself (e.g. to compute entity-specific metrics).\n    Thereby, the (potentially) expensive score computation against all entities is done only once. The metric evaluators\n    are expected to maintain their own internal buffers. They are returned after running the evaluation, and should\n    offer a possibility to extract some final metrics.\n\n    :param model:\n        The model to evaluate.\n    :param mapped_triples:\n        The triples on which to evaluate.\n    :param evaluators:\n        An evaluator or a list of evaluators working on batches of triples and corresponding scores.\n    :param only_size_probing:\n        The evaluation is only performed for two batches to test the memory footprint, especially on GPUs.\n    :param batch_size: >0\n        A positive integer used as batch size. Generally chosen as large as possible. Defaults to 1 if None.\n    :param slice_size: >0\n        The divisor for the scoring function when using slicing.\n    :param device:\n        The device on which the evaluation shall be run. If None is given, use the model's device.\n    :param squeeze:\n        Return a single instance of :class:`MetricResults` if only one evaluator was given.\n    :param use_tqdm:\n        Should a progress bar be displayed?\n    :param restrict_relations_to:\n        Optionally restrict the evaluation to the given relations IDs. This may be useful if one is only interested in a\n        part of the relations, e.g. due to type constraints, but wants to train on all available data. For ranking the\n        entities, we still compute all scores for all possible replacement entities to avoid irregular access patterns\n        which might decrease performance, but the scores with afterwards be filtered to only keep those of interest.\n        If provided, we assume that the triples are already filtered, such that it only contains the entities of\n        interest.\n    :param do_time_consuming_checks:\n        Whether to perform some time consuming checks on the provided arguments. Currently, this encompasses:\n        - If restrict_entities_to is not None, check whether the triples have been filtered.\n        Disabling this option can accelerate the method.\n    \"\"\"\n    if isinstance(evaluators, Evaluator):  # upgrade a single evaluator to a list\n        evaluators = [evaluators]\n\n    start = timeit.default_timer()\n\n    # verify that the triples have been filtered\n    if restrict_relations_to is not None and do_time_consuming_checks:\n        present_relation_ids = set(get_unique_relation_ids_from_triples_tensor(mapped_triples=mapped_triples).tolist())\n        unwanted = present_relation_ids.difference(restrict_relations_to.tolist())\n        if len(unwanted) > 0:\n            raise ValueError(f'mapped_triples contains IDs of entities which are not contained in restrict_relations_to:'\n                             f'{unwanted}. This will invalidate the evaluation results.')\n\n    # Send to device\n    if device is not None:\n        model = model.to(device)\n    device = model.device\n\n    # Ensure evaluation mode\n    model.eval()\n\n    # Split evaluators into those which need unfiltered results, and those which require filtered ones\n    filtered_evaluators = list(filter(lambda e: e.filtered, evaluators))\n    unfiltered_evaluators = list(filter(lambda e: not e.filtered, evaluators))\n\n    # Check whether we need to be prepared for filtering\n    filtering_necessary = len(filtered_evaluators) > 0\n\n    # Check whether an evaluator needs access to the masks\n    # This can only be an unfiltered evaluator.\n    positive_masks_required = any(e.requires_positive_mask for e in unfiltered_evaluators)\n\n    # Prepare for result filtering\n    if filtering_necessary or positive_masks_required:\n        #all_pos_triples = torch.cat([model.triples_factory.mapped_triples, mapped_triples], dim=0)\n        if additional_filtered_triples is None:\n            logger.warning(\"The filtered setting was enabled, but there were no `additional_filtered_triples\"\n                           \"given. This means you probably forgot to pass (at least) the training triples. Try:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples]\"\n                           \"Or if you want to use the Bordes et al. (2013) approach to filtering, do:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples,dataset.validation.mapped_triples,]\")\n            all_pos_triples = mapped_triples\n        elif isinstance(additional_filtered_triples, (list, tuple)):\n            all_pos_triples = torch.cat([*additional_filtered_triples, mapped_triples], dim=0)\n        else:\n            all_pos_triples = torch.cat([additional_filtered_triples, mapped_triples], dim=0)\n        all_pos_triples = all_pos_triples.to(device=device)\n    else:\n        all_pos_triples = None\n\n    # Send tensors to device\n    mapped_triples = mapped_triples.to(device=device)\n\n    # Prepare batches\n    if batch_size is None:\n        batch_size = 1\n    batches = split_list_in_batches_iter(input_list=mapped_triples, batch_size=batch_size)\n\n    # Show progressbar\n    num_triples = mapped_triples.shape[0]\n\n    # Flag to check when to quit the size probing\n    evaluated_once = False\n\n    # Disable gradient tracking\n    _tqdm_kwargs = dict(\n        desc=f'Evaluating on {model.device}',\n        total=num_triples,\n        unit='triple',\n        unit_scale=True,\n        # Choosing no progress bar (use_tqdm=False) would still show the initial progress bar without disable=True\n        disable=not use_tqdm,\n    )\n    if tqdm_kwargs:\n        _tqdm_kwargs.update(tqdm_kwargs)\n    with optional_context_manager(use_tqdm, tqdm(**_tqdm_kwargs)) as progress_bar, torch.no_grad():\n        # batch-wise processing\n        for batch in batches:\n            batch_size = batch.shape[0]\n            _evaluate_batch(\n                batch=batch,\n                model=model,\n                filtered_evaluators=filtered_evaluators,\n                unfiltered_evaluators=unfiltered_evaluators,\n                slice_size=slice_size,\n                all_pos_triples=all_pos_triples,\n                restrict_relations_to=restrict_relations_to,\n                positive_masks_required=positive_masks_required,\n                filtering_necessary=filtering_necessary,\n            )\n\n            # If we only probe sizes we do not need more than one batch\n            if only_size_probing and evaluated_once:\n                break\n\n            evaluated_once = True\n\n            if use_tqdm:\n                progress_bar.update(batch_size)\n\n        # Finalize\n        results = [evaluator.finalize() for evaluator in evaluators]\n\n    stop = timeit.default_timer()\n    if only_size_probing:\n        logger.debug(\"Evaluation took %.2fs seconds\", stop - start)\n    else:\n        logger.info(\"Evaluation took %.2fs seconds\", stop - start)\n\n    if squeeze and len(results) == 1:\n        return results[0]\n\n    return results\n\n\n\ndef _evaluate_batch(\n    batch,\n    model,\n    filtered_evaluators: Collection[Evaluator],\n    unfiltered_evaluators: Collection[Evaluator],\n    slice_size: Optional[int],\n    all_pos_triples: Optional[MappedTriples],\n    restrict_relations_to: Optional[torch.LongTensor],\n    positive_masks_required: bool,\n    filtering_necessary: bool,\n) -> torch.BoolTensor:\n    \"\"\"\n    Evaluate batch for all head predictions(column=0), or all tail predictions (column=2).\n\n    :param batch: shape: (batch_size, 3)\n        The batch of currently evaluated triples.\n    :param model:\n        The model to evaluate.\n    :param column:\n        The column which to evaluate. Either 0 for head prediction, or 2 for tail prediction.\n    :param filtered_evaluators:\n        The evaluators which work on filtered scores.\n    :param unfiltered_evaluators:\n        The evaluators which work on unfiltered scores.\n    :param slice_size:\n        An optional slice size for computing the scores.\n    :param all_pos_triples:\n        All positive triples (required if filtering is necessary).\n    :param restrict_relations_to:\n        Restriction to evaluate only for these relations.\n    :param positive_masks_required:\n        Whether dense positive masks are required (by any unfiltered evaluator).\n    :param filtering_necessary:\n        Whether filtering is necessary.\n\n    :return:\n        The relation filter, which can be re-used for the same batch.\n    \"\"\"\n\n    # Predict scores once\n    batch_scores_of_corrupted = model.predict_scores_all_relations(batch[:, [0, 2]], slice_size=slice_size)\n\n    # Select scores of true\n    batch_scores_of_true = batch_scores_of_corrupted[\n        torch.arange(0, batch.shape[0]),\n        batch[:, 1],\n    ]\n\n    # Create positive filter for all corrupted\n    if filtering_necessary or positive_masks_required:\n        # Needs all positive triples\n        if all_pos_triples is None:\n            raise ValueError('If filtering_necessary of positive_masks_required is True, all_pos_triples has to be '\n                             'provided, but is None.')\n\n        # Create filter\n        positive_filter = create_sparse_positive_filter_(\n            hrt_batch=batch,\n            all_pos_triples=all_pos_triples,\n        )\n\n    # Create a positive mask with the size of the scores from the positive filter\n    if positive_masks_required:\n        positive_mask = create_dense_positive_mask_(\n            zero_tensor=torch.zeros_like(batch_scores_of_corrupted),\n            filter_batch=positive_filter,\n        )\n    else:\n        positive_mask = None\n\n    # Restrict to entities of interest\n    if restrict_relations_to is not None:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted[:, restrict_relations_to]\n        positive_mask = positive_mask[:, restrict_relations_to]\n    else:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted\n\n    # Evaluate metrics on these *unfiltered* scores\n    for unfiltered_evaluator in unfiltered_evaluators:\n        unfiltered_evaluator.process_relation_scores_(\n            hrt_batch=batch,\n            true_scores=batch_scores_of_true[:, None],\n            scores=batch_scores_of_corrupted_,\n            dense_positive_mask=positive_mask,\n        )\n\n    # Filter\n    if filtering_necessary:\n        batch_filtered_scores_of_corrupted = filter_scores_(\n            scores=batch_scores_of_corrupted,\n            filter_batch=positive_filter,\n        )\n\n        # The scores for the true triples have to be rewritten to the scores tensor\n        batch_filtered_scores_of_corrupted[\n            torch.arange(0, batch.shape[0]),\n            batch[:, 1],\n        ] = batch_scores_of_true\n\n        # Restrict to entities of interest\n        if restrict_relations_to is not None:\n            batch_filtered_scores_of_corrupted = batch_filtered_scores_of_corrupted[:, restrict_relations_to]\n\n        # Evaluate metrics on these *filtered* scores\n        for filtered_evaluator in filtered_evaluators:\n            filtered_evaluator.process_relation_scores_(\n                hrt_batch=batch,\n                true_scores=batch_scores_of_true[:, None],\n                scores=batch_filtered_scores_of_corrupted,\n            )\n\ndef create_sparse_positive_filter_(\n    hrt_batch: MappedTriples,\n    all_pos_triples: torch.LongTensor\n) -> Tuple[torch.LongTensor, torch.BoolTensor]:\n    # Split batch\n    batch_heads, batch_tails = hrt_batch[:, 0:1], hrt_batch[:, 2:3]\n    head_filter = (all_pos_triples[:, 0]).view(1, -1) == batch_heads\n    tail_filter = (all_pos_triples[:, 2]).view(1, -1) == batch_tails\n    filter_batch = (head_filter & tail_filter).nonzero(as_tuple=False)\n    filter_batch[:, 1] = all_pos_triples[:, 1].view(1, -1)[:, filter_batch[:, 1]]\n\n    return filter_batch\n"
  },
  {
    "path": "inductive_lp/model/comp_gcn.py",
    "content": "import torch\nimport numpy as np\n\nfrom typing import Dict\nfrom torch import nn\nfrom torch.nn import Parameter\nimport torch.nn.functional as F\nfrom utils.utils_gcn import weight_init\nfrom .gnn_layer import StarEConvLayer\nfrom .lrga_model import LowRankAttention\nfrom torch_geometric.data import Data\n\nclass StarE_PyG_Encoder(nn.Module):\n    def __init__(self,\n                 emb_dim: int,\n                 device: torch.device,\n                 num_rel: int,\n                 layer_config: dict,\n                 num_layers: int = 2,\n                 use_lrga: bool = False,\n                 lrga_k: int = 50,\n                 lrga_drop: float = 0.1,\n                 hid_drop: float = 0.1,\n                 drop1: float = 0.1,\n                 triple_mode: bool = True,\n                 residual: bool = False,\n                 jk: bool = False,\n                 ):\n        super(StarE_PyG_Encoder, self).__init__()\n        self.act = torch.relu  # was tanh before\n\n        self.layer_config = layer_config\n\n        self.emb_dim = emb_dim\n        self.gcn_dim = emb_dim\n        self.hid_drop = hid_drop\n        self.drop1 = nn.Dropout(drop1)\n        self.triple_mode = triple_mode\n        self.num_rel = num_rel\n\n        self.device = device\n        self.residual = residual\n        self.jk = jk\n\n        self.num_layers = num_layers\n\n\n        \"\"\"\n            LRGA params\n        \"\"\"\n        self.use_lrga = use_lrga\n        self.lrga_k = lrga_k\n        self.lrga_drop = lrga_drop\n\n\n        self.convs = nn.ModuleList()\n        if self.use_lrga:\n            self.attention = nn.ModuleList()\n            self.dim_reduction = nn.ModuleList()\n\n        # populating manually first and last layers, otherwise in a loop\n        self.convs.append(StarEConvLayer(self.emb_dim, self.gcn_dim, self.num_rel, act=self.act, config=layer_config))\n        if self.use_lrga:\n            self.attention.append(LowRankAttention(self.lrga_k, self.emb_dim, self.lrga_drop))\n            self.dim_reduction.append(nn.Sequential(nn.Linear(2 * self.lrga_k + self.gcn_dim + self.emb_dim, self.gcn_dim)))\n            self.bns = nn.ModuleList([nn.BatchNorm1d(self.gcn_dim) for _ in range(self.num_layers - 1)])\n\n        for _ in range(self.num_layers - 1):\n            self.convs.append(StarEConvLayer(self.gcn_dim, self.gcn_dim, self.num_rel, act=self.act, config=layer_config))\n            if self.use_lrga:\n                self.attention.append(LowRankAttention(self.lrga_k, self.gcn_dim, self.lrga_drop))\n                self.dim_reduction.append(nn.Sequential(nn.Linear(2 * (self.lrga_k + self.gcn_dim), self.gcn_dim)))\n\n        # self.register_parameter('bias', Parameter(torch.zeros(self.num_ent)))\n        if self.jk:\n            self.linear = nn.Sequential(\n                nn.Linear(self.gcn_dim * self.num_layers, self.gcn_dim),\n                nn.ReLU(),\n                nn.Linear(self.gcn_dim, self.gcn_dim)\n            )\n\n    def reset_parameters(self):\n\n        #torch.nn.init.constant_(self.bias.data, 0)\n        for conv in self.convs:\n            conv.reset_parameters()\n        if self.use_lrga:\n            for att in self.attention:\n                att.apply(weight_init)\n            for dim_r in self.dim_reduction:\n                dim_r.apply(weight_init)\n            for bnorm in self.bns:\n                bnorm.reset_parameters()\n\n        if self.jk:\n            for module in self.linear:\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n\n    def forward_base(self, graph):\n\n        x, edge_index, edge_type, r = graph['x'], graph['edge_index'], graph['edge_type'], graph['rels']\n\n        # Add reverse stuff\n        # reverse_index = torch.zeros_like(edge_index)\n        # reverse_index[1, :] = edge_index[0, :]\n        # reverse_index[0, :] = edge_index[1, :]\n        # rev_edge_type = edge_type + self.num_rel\n        #\n        # edge_index = torch.cat([edge_index, reverse_index], dim=1)\n        # edge_type = torch.cat([edge_type, rev_edge_type], dim=0)\n\n        if not self.triple_mode:\n            raise NotImplementedError\n\n        if self.jk:\n            outputs = []\n\n        for i, conv in enumerate(self.convs[:-1]):\n            x_local, r = conv(x=x, edge_index=edge_index, edge_type=edge_type, rel_embed=r, quals=None)\n            x_local = self.drop1(x_local)\n            if self.use_lrga:\n                x_global = self.attention[i](x)\n                x = self.dim_reduction[i](torch.cat((x_global, x_local, x), dim=1))\n                x = F.relu(x)\n                x = self.bns[i](x)\n            else:\n                if self.residual:\n                    x = x + x_local\n                else:\n                    x = x_local\n            if self.jk:\n                outputs.append(x)\n\n        # last layer\n        x_local, r = self.convs[-1](x=x, edge_index=edge_index, edge_type=edge_type, rel_embed=r, quals=None)\n        x_local = self.drop1(x_local)\n        if self.use_lrga:\n            x_global = self.attention[-1](x)\n            x = self.dim_reduction[-1](torch.cat((x_global, x_local, x), dim=1))\n        else:\n            if self.residual:\n                x = x + x_local\n            else:\n                x = x_local\n\n        if self.jk:\n            outputs.append(x)\n            x = self.linear(torch.cat(outputs, dim=-1))\n\n\n        return x, r"
  },
  {
    "path": "inductive_lp/model/gnn_layer.py",
    "content": "import torch\nimport numpy as np\nimport torch.nn.functional as F\n\nfrom utils.utils_gcn import get_param, ccorr, rotate, softmax\nfrom torch_scatter import scatter_add, scatter_mean\nfrom torch_geometric.nn import MessagePassing\nfrom torch.nn import Parameter\nfrom torch import Tensor, nn\nfrom typing import Optional\nfrom torch_scatter import scatter\nfrom torch_geometric.utils import degree\n\n\nclass StarEConvLayer(MessagePassing):\n    \"\"\" The important stuff. \"\"\"\n\n    def __init__(self, in_channels, out_channels, num_rels, act=lambda x: x,\n                 config=None):\n\n        self.pna = config['STAREARGS']['PNA']\n        super(self.__class__, self).__init__(flow='target_to_source',\n                                             aggr='add' if not self.pna else None)\n\n        self.p = config\n        self.in_channels = in_channels\n        self.out_channels = out_channels\n        self.num_rels = num_rels\n        self.act = act\n        self.device = None\n\n        self.w_loop = get_param((in_channels, out_channels))  # (100,200)\n        self.w_in = get_param((in_channels, out_channels))  # (100,200)\n        self.w_out = get_param((in_channels, out_channels))  # (100,200)\n        self.w_rel = get_param((in_channels, out_channels))  # (100,200)\n\n        if self.p['STATEMENT_LEN'] != 3:\n            if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'sum' or self.p['STAREARGS']['QUAL_AGGREGATE'] == 'mul' or \\\n                    self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n                self.w_q = get_param((in_channels, in_channels))  # new for quals setup\n            elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'concat':\n                self.w_q = get_param((2 * in_channels, in_channels))  # need 2x size due to the concat operation\n\n        self.loop_rel = get_param((1, in_channels))  # (1,100)\n        self.loop_ent = get_param((1, in_channels))  # new\n\n        self.drop = torch.nn.Dropout(self.p['STAREARGS']['GCN_DROP'])\n        self.bn = torch.nn.BatchNorm1d(out_channels)\n\n        if self.p['STAREARGS']['ATTENTION']:\n            assert self.p['STAREARGS']['GCN_DIM'] == self.p['EMBEDDING_DIM'], \"Current attn implementation requires those tto be identical\"\n            assert self.p['EMBEDDING_DIM'] % self.p['STAREARGS']['ATTENTION_HEADS'] == 0, \"should be divisible\"\n            self.heads = self.p['STAREARGS']['ATTENTION_HEADS']\n            self.attn_dim = self.out_channels // self.heads\n            self.negative_slope = self.p['STAREARGS']['ATTENTION_SLOPE']\n            self.attn_drop = self.p['STAREARGS']['ATTENTION_DROP']\n            self.att = get_param((1, self.heads, 2 * self.attn_dim))\n\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            assert self.p['STAREARGS']['GCN_DIM'] == self.p[\n                'EMBEDDING_DIM'], \"Current attn implementation requires those tto be identical\"\n            assert self.p['EMBEDDING_DIM'] % self.p['STAREARGS']['ATTENTION_HEADS'] == 0, \"should be divisible\"\n            if not self.p['STAREARGS']['ATTENTION']:\n                self.heads = self.p['STAREARGS']['ATTENTION_HEADS']\n                self.attn_dim = self.out_channels // self.heads\n                self.negative_slope = self.p['STAREARGS']['ATTENTION_SLOPE']\n                self.attn_drop = self.p['STAREARGS']['ATTENTION_DROP']\n            self.att_qual = get_param((1, self.heads, 2 * self.attn_dim))\n\n        if self.p['STAREARGS']['BIAS']: self.register_parameter('bias', Parameter(\n            torch.zeros(out_channels)))\n\n        if self.pna:\n            self.linear = nn.Linear(out_channels * 30, out_channels)\n\n    def reset_parameters(self):\n        torch.nn.init.xavier_normal_(self.w_loop.data)\n        torch.nn.init.xavier_normal_(self.w_in.data)\n        torch.nn.init.xavier_normal_(self.w_out.data)\n        torch.nn.init.xavier_normal_(self.w_rel.data)\n        if self.p['STATEMENT_LEN'] != 3:\n            torch.nn.init.xavier_normal_(self.w_q.data)\n        torch.nn.init.xavier_normal_(self.loop_rel.data)\n        torch.nn.init.xavier_normal_(self.loop_ent.data)\n        self.bn.reset_parameters()\n        if self.p['STAREARGS']['ATTENTION']:\n            torch.nn.init.xavier_normal_(self.att.data)\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            torch.nn.init.xavier_normal_(self.att_qual.data)\n        if self.pna:\n            self.linear.reset_parameters()\n\n    def forward(self, x, edge_index, edge_type, rel_embed,\n                qualifier_ent=None, qualifier_rel=None, quals=None):\n\n        \"\"\"\n\n        See end of doc string for explaining.\n\n        :param x: all entities*dim_of_entities (for jf17k -> 28646*200)\n        :param edge_index: COO matrix (2 list each having nodes with index\n        [1,2,3,4,5]\n        [3,4,2,5,4]\n\n        Here node 1 and node 3 are connected with edge.\n        And the type of edge can be found using edge_type.\n\n        Note that there are twice the number of edges as each edge is also reversed.\n        )\n        :param edge_type: The type of edge connecting the COO matrix\n        :param rel_embed: 2 Times Total relation * emb_dim (200 in our case and 2 Times because of inverse relations)\n        :param qualifier_ent:\n        :param qualifier_rel:\n        :param quals: Another sparse matrix\n\n        where\n            quals[0] --> qualifier relations type\n            quals[1] --> qualifier entity\n            quals[2] --> index of the original COO matrix that states for which edge this qualifier exists ()\n\n\n        For argument sake if a knowledge graph has following statements\n\n        [e1,p1,e4,qr1,qe1,qr2,qe2]\n        [e1,p1,e2,qr1,qe1,qr2,qe3]\n        [e1,p2,e3,qr3,qe3,qr2,qe2]\n        [e1,p2,e5,qr1,qe1]\n        [e2,p1,e4]\n        [e4,p3,e3,qr4,qe1,qr2,qe4]\n        [e1,p1,e5]\n                                                 (incoming)         (outgoing)\n                                            <----(regular)------><---(inverse)------->\n        Edge index would be             :   [e1,e1,e1,e1,e2,e4,e1,e4,e2,e3,e5,e4,e3,e5]\n                                            [e4,e2,e3,e5,e4,e3,e5,e1,e1,e1,e1,e2,e4,e1]\n\n        Edge Type would be              :   [p1,p1,p2,p2,p1,p3,p1,p1_inv,p1_inv,p2_inv,p2_inv,p1_inv,p3_inv,p1_inv]\n\n                                            <-------on incoming-----------------><---------on outgoing-------------->\n        quals would be                  :   [qr1,qr2,qr1,qr2,qr3,qr2,qr1,qr4,qr2,qr1,qr2,qr1,qr2,qr3,qr2,qr1,qr4,qr2]\n                                            [qe1,qe2,qe1,qe3,qe3,qe2,qe1,qe1,qe4,qe1,qe2,qe1,qe3,qe3,qe2,qe1,qe1,qe4]\n                                            [0,0,1,1,2,2,3,5,5,0,0,1,1,2,2,3,5,5]\n                                            <--on incoming---><--outgoing------->\n\n        Note that qr1,qr2... and qe1, qe2, ... all belong to the same space\n        :return:\n        \"\"\"\n        if self.device is None:\n            self.device = edge_index.device\n\n        rel_embed = torch.cat([rel_embed, self.loop_rel], dim=0)\n        num_edges = edge_index.size(1) // 2\n        num_ent = x.size(0)\n\n        self.in_index, self.out_index = edge_index[:, :num_edges], edge_index[:, num_edges:]\n        self.in_type, self.out_type = edge_type[:num_edges], edge_type[num_edges:]\n\n        if self.p['STATEMENT_LEN'] != 3:\n            num_quals = quals.size(1) // 2\n            self.in_index_qual_ent, self.out_index_qual_ent = quals[1, :num_quals], quals[1, num_quals:]\n            self.in_index_qual_rel, self.out_index_qual_rel = quals[0, :num_quals], quals[0, num_quals:]\n            self.quals_index_in, self.quals_index_out = quals[2, :num_quals], quals[2, num_quals:]\n\n        '''\n            Adding self loop by creating a COO matrix. Thus \\\n             loop index [1,2,3,4,5]\n                        [1,2,3,4,5]\n             loop type [10,10,10,10,10] --> assuming there are 9 relations\n\n\n        '''\n        # Self edges between all the nodes\n        self.loop_index = torch.stack([torch.arange(num_ent), torch.arange(num_ent)]).to(self.device)\n        self.loop_type = torch.full((num_ent,), rel_embed.size(0) - 1,\n                                    dtype=torch.long).to(self.device)  # if rel meb is 500, the index of the self emb is\n        # 499 .. which is just added here\n\n        self.in_norm = self.compute_norm(self.in_index, num_ent)\n        self.out_norm = self.compute_norm(self.out_index, num_ent)\n\n\n        if self.p['STATEMENT_LEN'] != 3:\n\n            in_res = self.propagate(self.in_index, x=x, edge_type=self.in_type,\n                                    rel_embed=rel_embed, edge_norm=self.in_norm, mode='in',\n                                    ent_embed=x, qualifier_ent=self.in_index_qual_ent,\n                                    qualifier_rel=self.in_index_qual_rel,\n                                    qual_index=self.quals_index_in,\n                                    source_index=self.in_index[0])\n\n            loop_res = self.propagate(self.loop_index, x=x, edge_type=self.loop_type,\n                                      rel_embed=rel_embed, edge_norm=None, mode='loop',\n                                      ent_embed=None, qualifier_ent=None, qualifier_rel=None,\n                                      qual_index=None, source_index=None)\n\n            out_res = self.propagate(self.out_index, x=x, edge_type=self.out_type,\n                                     rel_embed=rel_embed, edge_norm=self.out_norm, mode='out',\n                                     ent_embed=x, qualifier_ent=self.out_index_qual_ent,\n                                     qualifier_rel=self.out_index_qual_rel,\n                                     qual_index=self.quals_index_out,\n                                     source_index=self.out_index[0])\n\n        else:\n            in_res = self.propagate(self.in_index, x=x, edge_type=self.in_type,\n                                    rel_embed=rel_embed, edge_norm=self.in_norm, mode='in',\n                                    ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                    qual_index=None, source_index=self.in_index[0])\n\n            loop_res = self.propagate(self.loop_index, x=x, edge_type=self.loop_type,\n                                      rel_embed=rel_embed, edge_norm=None, mode='loop',\n                                      ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                      qual_index=None, source_index=None)\n\n            out_res = self.propagate(self.out_index, x=x, edge_type=self.out_type,\n                                     rel_embed=rel_embed, edge_norm=self.out_norm, mode='out',\n                                     ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                     qual_index=None, source_index=self.out_index[0])\n\n\n        out = self.drop(in_res) * (1 / 3) + self.drop(out_res) * (1 / 3) + loop_res * (1 / 3)\n\n        if self.pna:\n            out = self.linear(out)\n\n        if self.p['STAREARGS']['BIAS']:\n            out = out + self.bias\n        out = self.bn(out)\n\n        # Ignoring the self loop inserted, return.\n        return self.act(out), torch.matmul(rel_embed, self.w_rel)[:-1]\n\n    def rel_transform(self, ent_embed, rel_embed):\n        if self.p['STAREARGS']['OPN'] == 'corr':\n            trans_embed = ccorr(ent_embed, rel_embed)\n        elif self.p['STAREARGS']['OPN'] == 'sub':\n            trans_embed = ent_embed - rel_embed\n        elif self.p['STAREARGS']['OPN'] == 'mult':\n            trans_embed = ent_embed * rel_embed\n        elif self.p['STAREARGS']['OPN'] == 'rotate':\n            trans_embed = rotate(ent_embed, rel_embed)\n        else:\n            raise NotImplementedError\n\n        return trans_embed\n\n    def qual_transform(self, qualifier_ent, qualifier_rel):\n        \"\"\"\n\n        :return:\n        \"\"\"\n        if self.p['STAREARGS']['QUAL_OPN'] == 'corr':\n            trans_embed = ccorr(qualifier_ent, qualifier_rel)\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'sub':\n            trans_embed = qualifier_ent - qualifier_rel\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'mult':\n            trans_embed = qualifier_ent * qualifier_rel\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'rotate':\n            trans_embed = rotate(qualifier_ent, qualifier_rel)\n        else:\n            raise NotImplementedError\n\n        return trans_embed\n\n    def qualifier_aggregate(self, qualifier_emb, rel_part_emb, alpha=0.5, qual_index=None):\n        \"\"\"\n            In qualifier_aggregate method following steps are performed\n\n            qualifier_emb looks like -\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            rel_part_emb       :   [qq,ww,ee,rr,tt, .....]                      (here qq, ww, ee .. are of 200 dim)\n\n            Note that rel_part_emb for jf17k would be around 61k*200\n\n            Step1 : Pass the qualifier_emb to self.coalesce_quals and multiply the returned output with a weight.\n            qualifier_emb   : [aa,bb,cc,dd,ee, ...... ]                 (here aa, bb, cc are of 200 dim each)\n            Note that now qualifier_emb has the same shape as rel_part_emb around 61k*200\n\n            Step2 : Combine the updated qualifier_emb (see Step1) with rel_part_emb based on defined aggregation strategy.\n\n\n\n            Aggregates the qualifier matrix (3, edge_index, emb_dim)\n        :param qualifier_emb:\n        :param rel_part_emb:\n        :param type:\n        :param alpha\n        :return:\n\n        self.coalesce_quals    returns   :  [q+a+b+d,w+c+e+g,e'+f,......]        (here each element in the list is of 200 dim)\n\n        \"\"\"\n\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'sum':\n            qualifier_emb = torch.einsum('ij,jk -> ik',\n                                         self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0]),\n                                         self.w_q)\n            return alpha * rel_part_emb + (1 - alpha) * qualifier_emb      # [N_EDGES / 2 x EMB_DIM]\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'concat':\n            qualifier_emb = self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0])\n            agg_rel = torch.cat((rel_part_emb, qualifier_emb), dim=1)  # [N_EDGES / 2 x 2 * EMB_DIM]\n            return torch.mm(agg_rel, self.w_q)                         # [N_EDGES / 2 x EMB_DIM]\n\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'mul':\n            qualifier_emb = torch.mm(self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0], fill=1), self.w_q)\n            return rel_part_emb * qualifier_emb\n\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            # only for sparse mode\n            expanded_rels = torch.index_select(rel_part_emb, 0, qual_index)  # Nquals x D\n            expanded_rels = expanded_rels.view(-1, self.heads, self.attn_dim)  # Nquals x heads x h_dim\n            qualifier_emb = torch.mm(qualifier_emb, self.w_q).view(-1, self.heads,\n                                                                   self.attn_dim)  # Nquals x heads x h_dim\n\n            alpha_r = torch.einsum('bij,kij -> bi', [torch.cat([expanded_rels, qualifier_emb], dim=-1), self.att_qual])\n            alpha_r = F.leaky_relu(alpha_r, self.negative_slope)  # Nquals x heads\n            alpha_r = softmax(alpha_r, qual_index, rel_part_emb.size(0))  # Nquals x heads\n            alpha_r = F.dropout(alpha_r, p=self.attn_drop)  # Nquals x heads\n            expanded_rels = (expanded_rels * alpha_r.view(-1, self.heads, 1)).view(-1,\n                                                                                   self.heads * self.attn_dim)  # Nquals x D\n            single_rels = scatter_add(expanded_rels, qual_index, dim=0, dim_size=rel_part_emb.size(0))  # Nedges x D\n            copy_mask = single_rels.sum(dim=1) != 0.0\n            rel_part_emb[copy_mask] = single_rels[copy_mask]  # Nedges x D\n            return rel_part_emb\n        else:\n            raise NotImplementedError\n\n    def update_rel_emb_with_qualifier(self, ent_embed, rel_embed,\n                                      qualifier_ent, qualifier_rel, edge_type, qual_index=None):\n        \"\"\"\n        The update_rel_emb_with_qualifier method performs following functions:\n\n        Input is the secondary COO matrix (QE (qualifier entity), QR (qualifier relation), edge index (Connection to the primary COO))\n\n        Step1 : Embed all the input\n            Step1a : Embed the qualifier entity via ent_embed (So QE shape is 33k,1 -> 33k,200)\n            Step1b : Embed the qualifier relation via rel_embed (So QR shape is 33k,1 -> 33k,200)\n            Step1c : Embed the main statement edge_type via rel_embed (So edge_type shape is 61k,1 -> 61k,200)\n\n        Step2 : Combine qualifier entity emb and qualifier relation emb to create qualifier emb (See self.qual_transform).\n            This is generally just summing up. But can be more any pair-wise function that returns one vector for a (qe,qr) vector\n\n        Step3 : Update the edge_type embedding with qualifier information. This uses scatter_add/scatter_mean.\n\n\n        before:\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            qual_index         :   [1,1,2,1,2,3,2,......]               (here 1,2,3 .. are edge index of Main COO)\n            edge_type          :   [q,w,e',r,t,y,u,i,o,p, .....]        (here q,w,e' .. are of 200 dim each)\n\n        After:\n            edge_type          :   [q+(a+b+d),w+(c+e+g),e'+f,......]        (here each element in the list is of 200 dim)\n\n\n        :param ent_embed: essentially x (28k*200 in case of Jf17k)\n        :param rel_embed: essentially relation embedding matrix\n\n        For secondary COO matrix (QE, QR, edge index)\n        :param qualifier_ent:  QE\n        :param qualifier_rel: QR\n        edge_type:\n        :return:\n\n        index select from embedding\n        phi operation between qual_ent, qual_rel\n        \"\"\"\n\n        # Step 1: embedding\n        qualifier_emb_rel = rel_embed[qualifier_rel]\n        qualifier_emb_ent = ent_embed[qualifier_ent]\n\n        rel_part_emb = rel_embed[edge_type]\n\n        # Step 2: pass it through qual_transform\n        qualifier_emb = self.qual_transform(qualifier_ent=qualifier_emb_ent,\n                                            qualifier_rel=qualifier_emb_rel)\n\n        # Pass it through a aggregate layer\n        return self.qualifier_aggregate(qualifier_emb, rel_part_emb, alpha=self.p['STAREARGS']['TRIPLE_QUAL_WEIGHT'],\n                                        qual_index=qual_index)\n\n    # return qualifier_emb\n    def message(self, x_j, x_i, edge_type, rel_embed, edge_norm, mode, ent_embed=None, qualifier_ent=None,\n                qualifier_rel=None, qual_index=None, source_index=None):\n\n        \"\"\"\n\n        The message method performs following functions\n\n        Step1 : get updated relation representation (rel_embed) [edge_type] by aggregating qualifier information (self.update_rel_emb_with_qualifier).\n        Step2 : Obtain edge message by transforming the node embedding with updated relation embedding (self.rel_transform).\n        Step3 : Multiply edge embeddings (transform) by weight\n        Step4 : Return the messages. They will be sent to subjects (1st line in the edge index COO)\n        Over here the node embedding [the first list in COO matrix] is representing the message which will be sent on each edge\n\n\n        More information about updating relation representation please refer to self.update_rel_emb_with_qualifier\n\n        :param x_j: objects of the statements (2nd line in the COO)\n        :param x_i: subjects of the statements (1st line in the COO)\n        :param edge_type: relation types\n        :param rel_embed: embedding matrix of all relations\n        :param edge_norm:\n        :param mode: in (direct) / out (inverse) / loop\n        :param ent_embed: embedding matrix of all entities\n        :param qualifier_ent:\n        :param qualifier_rel:\n        :param qual_index:\n        :param source_index:\n        :return:\n        \"\"\"\n        weight = getattr(self, 'w_{}'.format(mode))\n\n        if self.p['STATEMENT_LEN'] != 3:\n            # add code here\n            if mode != 'loop':\n                rel_emb = self.update_rel_emb_with_qualifier(ent_embed, rel_embed, qualifier_ent,\n                                                                 qualifier_rel, edge_type, qual_index)\n            else:\n                rel_emb = torch.index_select(rel_embed, 0, edge_type)\n        else:\n            rel_emb = torch.index_select(rel_embed, 0, edge_type)\n\n        xj_rel = self.rel_transform(x_j, rel_emb)\n        out = torch.einsum('ij,jk->ik', xj_rel, weight)\n\n        if self.p['STAREARGS']['ATTENTION'] and mode != 'loop':\n            out = out.view(-1, self.heads, self.attn_dim)\n            x_i = x_i.view(-1, self.heads, self.attn_dim)\n\n            alpha = torch.einsum('bij,kij -> bi', [torch.cat([x_i, out], dim=-1), self.att])\n            alpha = F.leaky_relu(alpha, self.negative_slope)\n            alpha = softmax(alpha, source_index, ent_embed.size(0))\n            alpha = F.dropout(alpha, p=self.attn_drop)\n            return (out * alpha.view(-1, self.heads, 1)).view(-1, self.heads * self.attn_dim)\n        else:\n            return out if edge_norm is None else out * edge_norm.view(-1, 1)\n\n    def update(self, aggr_out, mode):\n        if self.p['STAREARGS']['ATTENTION'] and mode != 'loop':\n            if not self.pna:\n                aggr_out = aggr_out.view(-1, self.heads * self.attn_dim)\n\n        return aggr_out\n\n    def aggregate(self, inputs: Tensor, index: Tensor,\n                  ptr: Optional[Tensor] = None,\n                  dim_size: Optional[int] = None) -> Tensor:\n\n        if not self.pna:\n            return super(StarEConvLayer, self).aggregate(inputs=inputs, index=index, ptr=ptr, dim_size=dim_size)\n        else:\n            out_sum = scatter(inputs, index, 0, None, dim_size, reduce='sum')\n            out_mean = scatter(inputs, index, 0, None, dim_size, reduce='mean')\n            out_min = scatter(inputs, index, 0, None, dim_size, reduce='min')\n            out_max = scatter(inputs, index, 0, None, dim_size, reduce='max')\n            mean_squares = scatter(inputs*inputs, index, 0, None, dim_size, reduce='mean')\n            out_var = mean_squares - out_mean*out_mean\n            out_std = torch.sqrt(torch.relu(out_var) + 1e-5)\n            outs = torch.cat([out_sum, out_mean, out_min, out_max, out_var, out_std], dim=-1)\n\n            deg = degree(index, dim_size, dtype=inputs.dtype)\n            deg_log = (deg+1).log().mean().item()\n            deg_lin = deg.mean().item()\n            deg = deg.clamp_(1).view(-1, 1)  #, 1)\n\n            out_id = outs\n            out_amp = outs * (torch.log(deg + 1) / deg_log)\n            out_attun = outs * (deg_log / torch.log(deg + 1))\n            out_lin = outs * (deg / deg_lin)\n            out_inv_lin = outs * (deg_lin / deg)\n\n            outs = torch.cat([out_id, out_amp, out_attun, out_lin, out_inv_lin], dim=-1)\n            return outs\n\n\n\n    @staticmethod\n    def compute_norm(edge_index, num_ent):\n        \"\"\"\n        Re-normalization trick used by GCN-based architectures without attention.\n\n        Yet another torch scatter functionality. See coalesce_quals for a rough idea.\n\n        row         :      [1,1,2,3,3,4,4,4,4, .....]        (about 61k for Jf17k)\n        edge_weight :      [1,1,1,1,1,1,1,1,1,  ....] (same as row. So about 61k for Jf17k)\n        deg         :      [2,1,2,4,.....]            (same as num_ent about 28k in case of Jf17k)\n\n        :param edge_index:\n        :param num_ent:\n        :return:\n        \"\"\"\n        row, col = edge_index\n        edge_weight = torch.ones_like(row).float()  # Identity matrix where we know all entities are there\n        deg = scatter_add(edge_weight, row, dim=0, dim_size=num_ent)  # Summing number of weights of\n        # the edges, D = A + I\n        deg_inv = deg.pow(-0.5)  # D^{-0.5}\n        deg_inv[deg_inv == float('inf')] = 0  # for numerical stability\n        norm = deg_inv[row] * edge_weight * deg_inv[col]  # Norm parameter D^{-0.5} *\n\n        return norm\n\n    def coalesce_quals(self, qual_embeddings, qual_index, num_edges, fill=0):\n        \"\"\"\n\n        before:\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            qual_index         :   [1,1,2,1,2,3,2,......]               (here 1,2,3 .. are edge index of Main COO)\n            edge_type          :   [0,0,0,0,0,0,0, .....]               (empty array of size num_edges)\n\n        After:\n            edge_type          :   [a+b+d,c+e+g,f ......]        (here each element in the list is of 200 dim)\n\n        :param qual_embeddings: shape of [1, N_QUALS]\n        :param qual_index: shape of [1, N_QUALS] which states which quals belong to which main relation from the index,\n            that is, all qual_embeddings that have the same index have to be summed up\n        :param num_edges: num_edges to return the appropriate tensor\n        :param fill: fill value for the output matrix - should be 0 for sum/concat and 1 for mul qual aggregation strat\n        :return: [1, N_EDGES]\n        \"\"\"\n\n        if self.p['STAREARGS']['QUAL_N'] == 'sum':\n            output = scatter_add(qual_embeddings, qual_index, dim=0, dim_size=num_edges)\n        elif self.p['STAREARGS']['QUAL_N'] == 'mean':\n            output = scatter_mean(qual_embeddings, qual_index, dim=0, dim_size=num_edges)\n\n        if fill != 0:\n            # by default scatter_ functions assign zeros to the output, so we assign them 1's for correct mult\n            mask = output.sum(dim=-1) == 0\n            output[mask] = fill\n\n        return output\n\n    def __repr__(self):\n        return '{}({}, {}, num_rels={})'.format(\n            self.__class__.__name__, self.in_channels, self.out_channels,\n            self.num_rels)\n"
  },
  {
    "path": "inductive_lp/model/lrga_model.py",
    "content": "#  taken from https://github.com/omri1348/LRGA/blob/master/ogb/examples/linkproppred/collab/graph_global_attention_layer.py\n\nimport torch\nimport torch.nn as nn\n\n\ndef joint_normalize2(U, V_T):\n    # U and V_T are in block diagonal form\n    tmp_ones = torch.ones((V_T.shape[1], 1))\n    if torch.cuda.is_available():\n        tmp_ones = tmp_ones.to(torch.device('cuda'))\n    norm_factor = torch.mm(U, torch.mm(V_T, tmp_ones))\n    norm_factor = (torch.sum(norm_factor) / U.shape[0]) + 1e-6\n    return 1/norm_factor\n\n\ndef weight_init(layer):\n    if type(layer) == nn.Linear:\n        nn.init.xavier_normal_(layer.weight.data)\n        if layer.bias is not None:\n            nn.init.constant(layer.bias.data, 0)\n    return\n\n\nclass LowRankAttention(nn.Module):\n    def __init__(self, k, d, dropout):\n        super().__init__()\n        self.w = nn.Sequential(nn.Linear(d, 4*k), nn.ReLU())\n        self.activation = nn.ReLU()\n        self.apply(weight_init)\n        self.k = k\n        self.dropout = nn.Dropout(p=dropout)\n\n    def forward(self, x):\n        tmp = self.w(x)  # B x D\n        U = tmp[:, :self.k]  # B x K\n        V = tmp[:, self.k:2*self.k]  # B x K\n        Z = tmp[:, 2*self.k:3*self.k]  # B x K\n        T = tmp[:, 3*self.k:]  # B x K\n        V_T = torch.t(V)  # K x B\n        # normalization\n        D = joint_normalize2(U, V_T)  # scalar\n        res = torch.mm(U, torch.mm(V_T, Z))  # (B x K) mm (K x K) -> B x K\n        res = torch.cat((res*D, T), dim=1)  # B x 2K\n        return self.dropout(res)\n"
  },
  {
    "path": "inductive_lp/model/nodepiece_rotate.py",
    "content": "import torch\nimport random\nimport numpy as np\nfrom torch.nn import functional\nfrom torch.nn import TransformerEncoder, TransformerEncoderLayer\nfrom typing import Optional\nfrom collections import Counter, defaultdict\n\nfrom torch import nn\nfrom pykeen.losses import Loss\nfrom pykeen.triples import TriplesFactory\nfrom pykeen.models import Model\nfrom tqdm import tqdm\nfrom torch_geometric.data import Data\n\nfrom .comp_gcn import StarE_PyG_Encoder\n\n\nclass NodePieceRotate(Model):\n\n    def __init__(self,\n                 tokenizer = None,\n                 triples: TriplesFactory = None,\n                 inference_triples: TriplesFactory = None,\n                 device: torch.device = None,\n                 loss: Loss = None,\n                 max_paths: int = None,  # max anchors per node\n                 subbatch: int = 32,\n                 max_seq_len: int = None,  # tied with anchor distances\n                 embedding_dim: int = 100,\n                 hid_dim: int = 200,  # hidden dim for the hash encoder\n                 num_heads: int = 4,  # for Trf\n                 num_layers: int = 2,  # for Trf\n                 pooler: str = \"cat\",  # \"cat\" or \"trf\"\n                 drop_prob: float = 0.1,  # dropout\n                 use_distances: bool = True,\n                 rel_policy: str = \"sum\",\n                 random_hashes: int = 0,  # for ablations\n                 nearest: bool = True,  # use only K nearest anchors per node\n                 sample_rels: int = 0,  # size of the relational context\n                 ablate_anchors: bool = False,  # for ablations - node hashes will be constructed only from the relational context\n                 tkn_mode: str = \"path\",  # default NodePiece vocabularization strategy\n                 gnn: bool = False,\n                 gnn_att: bool = False,\n                 gcn_att_heads: int = 2,\n                 use_lrga: bool = False,\n                 gnn_layers: int = 2,\n                 gnn_att_drop: float = 0.1,\n                 pna: bool = False,\n                 residual: bool = False,\n                 jk: bool = False,\n                 ):\n\n        super().__init__(\n            triples_factory=inference_triples,\n            loss=loss,\n            predict_with_sigmoid=False,\n            automatic_memory_optimization=False,\n            preferred_device=device,\n        )\n\n        self.pooler = pooler\n        self.policy = rel_policy\n        self.nearest = nearest\n        self.sample_rels = sample_rels\n        self.ablate_anchors = ablate_anchors\n        self.tkn_mode = tkn_mode\n        self.gnn = gnn\n\n\n        # cat pooler - concat all anchors+relations in one big vector, pass through a 2-layer MLP\n        if pooler == \"cat\":\n            self.set_enc = nn.Sequential(\n                nn.Linear(embedding_dim * (max_paths + sample_rels), embedding_dim * 2), nn.Dropout(drop_prob), nn.ReLU(),\n                nn.Linear(embedding_dim * 2, embedding_dim)\n            ) if not self.ablate_anchors else nn.Sequential(\n                nn.Linear(embedding_dim * sample_rels, embedding_dim * 2), nn.Dropout(drop_prob), nn.ReLU(),\n                nn.Linear(embedding_dim * 2, embedding_dim)\n            )\n        # trf pooler - vanilla transformer encoder with mean pooling on top\n        elif pooler == \"trf\":\n            encoder_layer = TransformerEncoderLayer(\n                d_model=embedding_dim,\n                nhead=num_heads,\n                dim_feedforward=hid_dim,\n                dropout=drop_prob,\n            )\n            self.set_enc = TransformerEncoder(encoder_layer=encoder_layer, num_layers=num_layers)\n\n\n\n        self.device = device\n        self.loss = loss\n        self.transductive_triples_factory = triples\n        self.inductive_inference = inference_triples\n        #self.tokenizer = tokenizer\n        self.random_hashes = random_hashes\n\n        self.subbatch = subbatch\n        self.embedding_dim = embedding_dim\n        self.real_embedding_dim = embedding_dim // 2  # RotatE interaction assumes vectors conists of two parts: real and imaginary\n\n        self.max_seq_len = max_seq_len\n        self.sample_paths = max_paths\n        self.use_distances = use_distances\n\n        # pykeen stuff\n        self.automatic_memory_optimization = False\n\n        # self.tokenizer.token2id[self.tokenizer.NOTHING_TOKEN] = len(tokenizer.token2id) - 1  # TODO this is a bugfix as PathTrfEncoder puts its own index here\n        # self.anchor_embeddings = nn.Embedding(len(tokenizer.token2id), embedding_dim=embedding_dim, padding_idx=self.tokenizer.token2id[tokenizer.PADDING_TOKEN])\n\n        self.relation_embeddings = nn.Embedding(self.transductive_triples_factory.num_relations + 1, embedding_dim=embedding_dim, padding_idx=self.transductive_triples_factory.num_relations)\n        # self.dist_emb = nn.Embedding(self.max_seq_len, embedding_dim=embedding_dim)\n        self.entity_embeddings = None\n\n        # now fix anchors per node for each node in a graph, either deterministically or randomly\n        # we do it mostly for speed reasons, although this process can happen during the forward pass either\n        if not self.ablate_anchors:\n            if self.random_hashes == 0:\n                if self.tkn_mode != \"bfs\":\n                    # DETERMINISTIC strategy\n                    if not self.nearest:\n                        # subsample paths, need to align them with distances\n                        sampled_paths = {\n                            entity: random.sample(paths, k=min(self.sample_paths, len(paths)))\n                            for entity, paths in self.tokenizer.vocab.items()\n                        }\n                    elif self.nearest:\n                        # sort paths by length first and take K of them\n                        sampled_paths = {\n                            entity: sorted(paths, key=lambda x: len(x))[:min(self.sample_paths, len(paths))]\n                            for entity, paths in self.tokenizer.vocab.items()\n                        }\n                        self.max_seq_len = max(len(path) for k,v in sampled_paths.items() for path in v)\n                        print(f\"Changed max seq len from {max_seq_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n                    hashes = [\n                        [self.tokenizer.token2id[path[0]] for path in paths] + [self.tokenizer.token2id[tokenizer.PADDING_TOKEN]]*(self.sample_paths - len(paths))\n                        for entity, paths in sampled_paths.items()\n                    ]\n                    distances = [\n                        [len(path)-1 for path in paths] + [0] *(self.sample_paths - len(paths))\n                        for entity, paths in sampled_paths.items()\n                    ]\n                    total_paths = [\n                        [len(paths)]\n                        for entity, paths in sampled_paths.items()\n                    ]\n                else:\n                    # only nearest neighbors mode\n                    if not self.nearest:\n                        raise NotImplementedError(\"bfs mode works only with -nn True\")\n                    hashes = [\n                        [self.tokenizer.token2id[token] for token in vals['ancs'][:min(self.sample_paths, len(vals['ancs']))]] + [self.tokenizer.token2id[tokenizer.PADDING_TOKEN]] * (self.sample_paths - len(vals['ancs']))\n                        for entity, vals in self.tokenizer.vocab.items()\n                    ]\n                    distances = [\n                        [d for d in vals['dists'][:min(self.sample_paths, len(vals['dists']))]] + [0] * (self.sample_paths - len(vals['dists']))\n                        for entity, vals in self.tokenizer.vocab.items()\n                    ]\n                    total_paths = distances\n                    self.max_seq_len = max([d for row in distances for d in row])\n                    print(f\"Changed max seq len from {max_seq_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n                self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n                self.distances = torch.tensor(distances, dtype=torch.long, device=self.device)\n                self.total_paths = torch.tensor(total_paths, dtype=torch.long, device=self.device)\n\n            else:\n                # RANDOM strategy\n                # in this case, we bypass distances and won't use relations in the encoder\n                self.anchor_embeddings = nn.Embedding(self.random_hashes, embedding_dim=embedding_dim)\n                hashes = [\n                    random.sample(list(range(random_hashes)), self.sample_paths)\n                    for i in range(triples.num_entities)\n                ]\n\n                self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n                self.distances = torch.zeros((triples.num_entities, self.sample_paths), dtype=torch.long, device=self.device)\n                self.total_paths = torch.zeros((triples.num_entities, 1), dtype=torch.long, device=self.device)\n\n        # creating the relational context of M unique outgoing relation types for each node\n        if self.sample_rels > 0:\n            pad_idx = self.transductive_triples_factory.num_relations\n            self.pad_idx = pad_idx\n            e2r = defaultdict(set)\n            ind_e2r = defaultdict(set)\n            for row in self.transductive_triples_factory.mapped_triples:\n                e2r[row[0].item()].add(row[1].item())\n\n            for row in self.inductive_inference.mapped_triples:\n                ind_e2r[row[0].item()].add(row[1].item())\n\n            len_stats = [len(v) for k,v in e2r.items()]\n            len_ind_stats = [len(v) for k,v in ind_e2r.items()]\n            print(f\"Transductive: Unique relations per node - min: {min(len_stats)}, avg: {np.mean(len_stats)}, 66th perc: {np.percentile(len_stats, 66)}, max: {max(len_stats)} \")\n            print(f\"Inductive: Unique relations per node - min: {min(len_ind_stats)}, avg: {np.mean(len_ind_stats)}, 66th perc: {np.percentile(len_ind_stats, 66)}, max: {max(len_ind_stats)} \")\n            unique_1hop_relations = [\n                random.sample(e2r[i], k=min(self.sample_rels, len(e2r[i]))) + [pad_idx] * (self.sample_rels-min(len(e2r[i]), self.sample_rels))\n                for i in range(self.transductive_triples_factory.num_entities)\n            ]\n            self.unique_1hop_relations = torch.tensor(unique_1hop_relations, dtype=torch.long, device=self.device)\n\n            self.inference_1hop_relations = torch.tensor(\n                [\n                    random.sample(ind_e2r[i], k=min(self.sample_rels, len(ind_e2r[i]))) + [pad_idx] * (\n                                self.sample_rels - min(len(ind_e2r[i]), self.sample_rels))\n                    for i in range(self.inductive_inference.num_entities)\n                ],\n                dtype=torch.long,\n                device=self.device\n            )\n\n        if self.gnn:\n            self.gnn_encoder = StarE_PyG_Encoder(\n                emb_dim=embedding_dim,\n                device=device,\n                num_rel=len(self.relation_embeddings.weight),\n                use_lrga=use_lrga,\n                num_layers=gnn_layers,\n                drop1=drop_prob,\n                residual=residual,\n                jk=jk,\n                layer_config={\n                    'STATEMENT_LEN': 3,\n                    'EMBEDDING_DIM': embedding_dim,\n                    'STAREARGS': {\n                        'GCN_DROP': drop_prob,\n                        'ATTENTION': gnn_att,\n                        'GCN_DIM': embedding_dim,\n                        'ATTENTION_HEADS': gcn_att_heads,\n                        'ATTENTION_SLOPE': 0.1,\n                        'ATTENTION_DROP': gnn_att_drop,\n                        'BIAS': False,\n                        'OPN': 'rotate',\n                        'QUAL_AGGREGATE': 'sum',\n                        'PNA': pna,\n                    },\n                },\n            )\n\n\n    def _reset_parameters_(self):\n\n        if self.pooler != \"avg\":\n            for module in self.set_enc.modules():\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n            if self.pooler == \"mlp\":\n                for module in self.set_dec.modules():\n                    if module is self:\n                        continue\n                    if hasattr(module, \"reset_parameters\"):\n                        module.reset_parameters()\n\n        if not self.ablate_anchors:\n            torch.nn.init.xavier_uniform_(self.anchor_embeddings.weight)\n            torch.nn.init.xavier_uniform_(self.dist_emb.weight)\n\n\n            if self.random_hashes == 0:\n                with torch.no_grad():\n                    self.anchor_embeddings.weight[self.tokenizer.token2id[self.tokenizer.PADDING_TOKEN]] = torch.zeros(self.embedding_dim)\n                    self.dist_emb.weight[0] = torch.zeros(self.embedding_dim)\n\n\n        # for RotatE: phases randomly between 0 and 2 pi\n        phases = 2 * np.pi * torch.rand(self.transductive_triples_factory.num_relations, self.real_embedding_dim, device=self.device)\n        relations = torch.stack([torch.cos(phases), torch.sin(phases)], dim=-1).detach()\n        assert torch.allclose(torch.norm(relations, p=2, dim=-1), phases.new_ones(size=(1, 1)))\n        self.relation_embeddings.weight.data[:-1] = relations.view(self.transductive_triples_factory.num_relations, self.embedding_dim)\n        self.relation_embeddings.weight.data[-1] = torch.zeros(self.embedding_dim)\n\n        if self.gnn:\n            self.gnn_encoder.reset_parameters()\n\n\n    def post_parameter_update(self):  # noqa: D102\n\n        # Make sure to call super first\n        super().post_parameter_update()\n\n        # Normalize relation embeddings\n        rel = self.relation_embeddings.weight.data.view(self.transductive_triples_factory.num_relations+1, self.real_embedding_dim, 2)\n        rel = functional.normalize(rel, p=2, dim=-1)\n        self.relation_embeddings.weight.data = rel.view(self.transductive_triples_factory.num_relations+1, self.embedding_dim)\n\n        self.entity_embeddings = None\n\n\n    def pool_anchors(self, anc_embs: torch.FloatTensor, mask: Optional[torch.BoolTensor] = None) -> torch.FloatTensor:\n        \"\"\"\n        input shape: (bs, num_anchors + relational_context, emb_dim)\n        output shape: (bs, emb_dim)\n        \"\"\"\n\n        if self.pooler == \"cat\":\n            anc_embs = anc_embs.view(anc_embs.shape[0], -1)\n            pooled = self.set_enc(anc_embs) if self.sample_paths != 1 else anc_embs\n        elif self.pooler == \"trf\":\n            pooled = self.set_enc(anc_embs.transpose(1, 0), src_key_padding_mask=mask)  # output shape: (seq_len, bs, dim)\n            pooled = pooled.mean(dim=0)  # output shape: (bs, dim)\n\n        return pooled\n\n\n    def encode_by_index(self, entities: torch.LongTensor) -> torch.FloatTensor:\n\n        # take a node index and find its NodePiece hash\n\n        # hashes, dists, ids = self.hashes[entities], self.distances[entities], self.total_paths[entities]\n        #\n        # anc_embs = self.anchor_embeddings(hashes)\n        # mask = None\n        #\n        # if self.use_distances:\n        #     dist_embs = self.dist_emb(dists)\n        #     anc_embs += dist_embs\n        #\n        # # for ablations: drop anchors entirely\n        # if self.ablate_anchors:\n        anc_embs = torch.tensor([], device=self.device)\n\n        # add relational context (if its size > 0 )\n        if self.sample_rels > 0:\n            if self.training:\n                rels = self.unique_1hop_relations[entities]  # (bs, rel_sample_size)\n            else:\n                rels = self.inference_1hop_relations[entities]\n            mask = rels == self.pad_idx\n            rels = self.relation_embeddings(rels)   # (bs, rel_sample_size, dim)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask.to(anc_embs.device))  # (bs, dim)\n\n        return anc_embs\n\n\n    def get_all_representations(self):\n\n        # materialize embeddings for all nodes in a graph for scoring\n\n\n        if self.training:\n            num_ents = len(self.unique_1hop_relations)\n        else:\n            num_ents = len(self.inference_1hop_relations)\n\n        temp_embs = torch.zeros((num_ents, self.embedding_dim), dtype=torch.float, device=self.device)\n\n        vocab_keys = list(range(num_ents))\n        for i in range(0, num_ents, self.subbatch):\n            entities = torch.tensor(vocab_keys[i: i+self.subbatch], dtype=torch.long, device=self.device)\n            embs = self.encode_by_index(entities)\n            temp_embs[i: i + self.subbatch, :] = embs\n\n        return temp_embs\n\n    def encode_gnn(self):\n        data = Data()\n        data['x'] = self.get_all_representations()\n        data['rels'] = self.relation_embeddings.weight\n        if self.training:\n            graph = self.transductive_triples_factory.mapped_triples\n        else:\n            graph = self.inductive_inference.mapped_triples\n\n        direct_edges = graph[graph[:, 1] % 2 == 0][:, [0,2]].T\n        inverse_edges = graph[graph[:, 1] % 2 == 1][:, [0,2]].T\n\n        direct_types = graph[graph[:, 1] % 2 == 0, 1]\n        inverse_types = graph[graph[:, 1] % 2 == 1, 1]\n        data['edge_index'] = torch.cat([direct_edges, inverse_edges], dim=1)\n        data['edge_type'] = torch.cat([direct_types, inverse_types], dim=0)\n\n        x, r = self.gnn_encoder.forward_base(data.to(self.device))\n\n        return x, r\n\n    def encode_gnn_entities(self, heads, rels, tails):\n        x, r = self.encode_gnn()\n        return x[heads] if heads is not None else x, r[rels], x[tails] if tails is not None else x\n\n\n    @staticmethod\n    def pairwise_interaction_function(\n            h: torch.FloatTensor,\n            r: torch.FloatTensor,\n    ) -> torch.FloatTensor:\n\n        # Decompose into real and imaginary part\n        h_re = h[..., 0]\n        h_im = h[..., 1]\n        r_re = r[..., 0]\n        r_im = r[..., 1]\n\n        # Rotate (=Hadamard product in complex space).\n        rot_h = torch.cat(\n            [\n                h_re * r_re - h_im * r_im,\n                h_re * r_im + h_im * r_re,\n            ],\n            dim=-1,\n        )\n\n        return rot_h\n\n    @staticmethod\n    def interaction_function(\n        h: torch.FloatTensor,\n        r: torch.FloatTensor,\n        t: torch.FloatTensor,\n    ) -> torch.FloatTensor:\n\n        # Decompose into real and imaginary part\n        h_re = h[..., 0]\n        h_im = h[..., 1]\n        r_re = r[..., 0]\n        r_im = r[..., 1]\n\n        # Rotate (=Hadamard product in complex space).\n        rot_h = torch.stack(\n            [\n                h_re * r_re - h_im * r_im,\n                h_re * r_im + h_im * r_re,\n            ],\n            dim=-1,\n        )\n        # Workaround until https://github.com/pytorch/pytorch/issues/30704 is fixed\n        diff = rot_h - t\n        scores = -torch.norm(diff.view(diff.shape[:-2] + (-1,)), dim=-1)\n\n        return scores\n\n    def score_hrt(self, hrt_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n\n        # when training with large # of neg samples the hrt_batch size can be too big to fit into memory, so chunk it\n        if hrt_batch.shape[0] <= self.subbatch or self.subbatch == 0:\n            # Get embeddings\n            if not self.gnn:\n                h = self.encode_by_index(hrt_batch[:, 0]).view(-1, self.real_embedding_dim, 2)\n                r = self.relation_embeddings(hrt_batch[:, 1]).view(-1, self.real_embedding_dim, 2)\n                t = self.encode_by_index(hrt_batch[:, 2]).view(-1, self.real_embedding_dim, 2)\n            else:\n                h, r, t = self.encode_gnn_entities(hrt_batch[:, 0], hrt_batch[:, 1], hrt_batch[:, 2])\n                h, r, t = h.view(-1, self.real_embedding_dim, 2), r.view(-1, self.real_embedding_dim, 2), t.view(-1, self.real_embedding_dim, 2)\n\n            # Compute scores\n            scores = self.interaction_function(h=h, r=r, t=t).view(-1, 1)\n        else:\n            scores = torch.zeros((hrt_batch.shape[0], 1), dtype=torch.float, device=hrt_batch.device)\n            for i in range(0, hrt_batch.shape[0], self.subbatch):\n                if not self.gnn:\n                    h = self.encode_by_index(hrt_batch[i: i+self.subbatch, 0]).view(-1, self.real_embedding_dim, 2)\n                    r = self.relation_embeddings(hrt_batch[i: i+self.subbatch, 1]).view(-1, self.real_embedding_dim, 2)\n                    t = self.encode_by_index(hrt_batch[i: i+self.subbatch, 2]).view(-1, self.real_embedding_dim, 2)\n                else:\n                    h, r, t = self.encode_gnn_entities(hrt_batch[i: i+self.subbatch, 0], hrt_batch[i: i+self.subbatch, 1], hrt_batch[i: i+self.subbatch, 2])\n                    h, r, t = h.view(-1, self.real_embedding_dim, 2), r.view(-1, self.real_embedding_dim, 2), t.view(-1, self.real_embedding_dim, 2)\n\n                # Compute scores\n                scores[i: i+self.subbatch] = self.interaction_function(h=h, r=r, t=t).view(-1, 1)\n\n\n        return scores\n\n\n    def score_t(self, hr_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n        if not self.gnn:\n            # Get embeddings\n            h = self.encode_by_index(hr_batch[:, 0]).view(-1, 1, self.real_embedding_dim, 2)\n            r = self.relation_embeddings(hr_batch[:, 1]).view(-1, 1, self.real_embedding_dim, 2)\n\n            # Rank against all entities, don't use hard negs, EXPENSIVE\n            t = self.get_all_representations().view(1, -1, self.real_embedding_dim, 2)\n        else:\n            h, r, t = self.encode_gnn_entities(hr_batch[:, 0], hr_batch[:, 1], None)\n            h, r, t = h.view(-1, 1, self.real_embedding_dim, 2), r.view(-1, 1, self.real_embedding_dim, 2), t.view(1, -1, self.real_embedding_dim, 2)\n\n        # Compute scores\n        if self.subbatch == 0:\n            scores = self.interaction_function(h=h, r=r, t=t)\n        else:\n            scores = torch.zeros((hr_batch.shape[0], t.shape[1]), dtype=torch.float, device=hr_batch.device)\n            for i in tqdm(range(0, t.shape[1], self.subbatch)):\n                temp_scores = self.interaction_function(h=h, r=r, t=t[:, i:i+self.subbatch, :, :])\n                scores[:, i:i+self.subbatch] = temp_scores\n\n        return scores\n\n    def score_h(self, rt_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n        # Get embeddings\n        if not self.gnn:\n            r = self.relation_embeddings(rt_batch[:, 0]).view(-1, 1, self.real_embedding_dim, 2)\n            t = self.encode_by_index(rt_batch[:, 1]).view(-1, 1, self.real_embedding_dim, 2)\n\n            r_inv = torch.stack([r[:, :, :, 0], -r[:, :, :, 1]], dim=-1)\n\n            # Rank against all entities\n            h = self.get_all_representations().view(1, -1, self.real_embedding_dim, 2)\n        else:\n            h, r, t = self.encode_gnn_entities(None, rt_batch[:, 0], rt_batch[:, 1])\n            h, r, t = h.view(1, -1, self.real_embedding_dim, 2), r.view(-1, 1, self.real_embedding_dim, 2), t.view(-1, 1, self.real_embedding_dim, 2)\n            r_inv = torch.stack([r[:, :, :, 0], -r[:, :, :, 1]], dim=-1)\n\n        # Compute scores\n        if self.subbatch == 0:\n            scores = self.interaction_function(h=t, r=r_inv, t=h)\n        else:\n            scores = torch.zeros((rt_batch.shape[0], t.shape[1]), dtype=torch.float, device=rt_batch.device)\n            for i in tqdm(range(0, t.shape[1], self.subbatch)):\n                temp_scores = self.interaction_function(h=t, r=r_inv, t=h[:, i:i+self.subbatch, :, :])\n                scores[:, i:i+self.subbatch] = temp_scores\n\n\n        return scores"
  },
  {
    "path": "inductive_lp/nodepiece_tokenizer.py",
    "content": "import torch\nimport numpy as np\nimport pickle\nfrom igraph import Graph\n\nfrom pykeen.triples import TriplesFactory\nfrom typing import List, Dict\nfrom pathlib import Path\nfrom tqdm import tqdm\nimport random\n\n\n\nclass NodePiece_Tokenizer:\n\n    \"\"\"\n        Tokenizer for KGs: will select topK anchor nodes according to certain strategies;\n            and encode other nodes as 'words' as hashes comprised of relations and anchor nodes\n    \"\"\"\n\n    def __init__(self,\n                 triples: TriplesFactory,\n                 dataset_name: str,\n                 num_anchors: int,\n                 anchor_strategy: Dict[str, float],\n                 limit_shortest: int = 0,\n                 limit_random: int = 0,\n                 add_identity: bool = True,\n                 mode: str = \"path\",\n                 ) -> None:\n        super().__init__()\n\n        self.triples_factory = triples  # original triples of the training graph, assuming inverses are added\n        self.dataset_name = dataset_name\n        self.num_anchors = num_anchors  # total N anchor nodes\n        self.anchor_strategy = anchor_strategy  # ratios of strategies for sampling anchor nodes\n        self.num_paths = num_anchors  # aux variable\n        self.sp_limit = limit_shortest  # keep only K nearest anchor nodes per entity\n        self.rand_limit = limit_random  # keep only K random anchor nodes per entity\n\n        if self.sp_limit * self.rand_limit != 0:\n            raise Exception(\"-sp_limit and -rand_limit are mutually exclusive\")\n\n        self.add_identity = add_identity  # anchor nodes will have their own indices with distance 0  in their hashes\n        self.tkn_mode = mode  # only \"path\" mode is implemented atm\n\n        # auxiliary tokens for the vocabulary\n        self.NOTHING_TOKEN = -99  # means the node is not reachable from any of anchor nodes\n        self.CLS_TOKEN = -1\n        self.MASK_TOKEN = -10\n        self.PADDING_TOKEN = -100\n        self.SEP_TOKEN = -2\n\n        # well, betwenness is disabled\n        self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n\n        assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n        assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n\n        # load or create the vocabulary\n        self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n\n        # numerical indices for entities and relations\n        self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n        self.rel2token = {t: i + len(self.top_entities) for i, t in\n                          enumerate(list(self.triples_factory.relation_to_id.values()))}\n        self.vocab_size = len(self.token2id) + len(self.rel2token)\n\n        # although we don't use paths, we count their lengths for anchor distances\n        self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n\n        if self.add_identity:\n            # add identity for anchor nodes as the first / closest node\n            if self.tkn_mode != \"bfs\":\n                for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n                    self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n            else:\n                for anchor in self.top_entities[:-4]:\n                    self.vocab[anchor]['ancs'] = [anchor] + self.vocab[anchor]['ancs'][:-1]\n                    self.vocab[anchor]['dists'][0] = 0\n\n\n\n    def tokenize_kg(self):\n\n        # creating a filename\n        strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n\n        filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n        if self.sp_limit > 0:\n            filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n        if self.rand_limit > 0:\n            filename += f\"_{self.rand_limit}rand\"\n        if self.tkn_mode == \"bfs\":\n            filename += \"_bfs\"\n        filename += \".pkl\"\n        self.model_name = filename.split('.pkl')[0]\n        path = Path(filename)\n        if path.is_file():\n            anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n            return anchors, non_anchors, vocab\n\n        if type(self.triples_factory.mapped_triples) == torch.Tensor:\n            src, tgt, rels = self.triples_factory.mapped_triples[:, 0].numpy(), self.triples_factory.mapped_triples[:, 2].numpy(), self.triples_factory.mapped_triples[:, 1].numpy()\n        else:\n            print(\"Input triples are expected to be in the torch.Tensor format\")\n            raise NotImplementedError\n\n        # create an input object for iGraph - edge list with relation types, and then create a graph\n        edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n        graph = Graph(n=self.triples_factory.num_entities, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n\n        # sampling anchor nodes\n        anchors = []\n        for strategy, ratio in self.anchor_strategy.items():\n            if ratio <= 0.0:\n                continue\n            topK = int(np.ceil(ratio * self.num_anchors))\n            print(f\"Computing the {strategy} nodes\")\n            if strategy == \"degree\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"betweenness\":\n                # This is O(V^3) - disabled\n                raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n            elif strategy == \"pagerank\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"random\":\n                top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.triples_factory.num_entities))]\n\n            selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n\n            anchors.extend(selected_nodes)\n            print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n\n        # now mine the anchors per node\n        vocab = self.create_all_paths(graph, anchors)\n        top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n        non_core_entities = [i for i in range(self.triples_factory.num_entities) if i not in anchors]\n\n        pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n        print(\"Vocabularized and saved!\")\n\n        return top_entities, non_core_entities, vocab\n\n\n    def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n\n        vocab = {}\n        if self.rand_limit == 0:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} shortest paths per node\")\n        else:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.rand_limit} random paths per node\")\n\n        if self.tkn_mode:\n            anc_set = set(top_entities)\n\n        # single-threaded mining is found to be as fast as multi-processing + igraph for some reason, so let's use a dummy for-loop\n        for i in tqdm(range(self.triples_factory.num_entities)):\n            if self.tkn_mode == \"path\":\n                paths = graph.get_shortest_paths(v=i, to=top_entities, output=\"epath\", mode='in')\n                if len(paths[0]) > 0:\n                    relation_paths = [[graph.es[path[-1]].source] + [graph.es[k]['relation'] for k in path[::-1]] for path in paths if len(path) > 0]\n                else:\n                    # if NO anchor can be reached from the node - encode with a special NOTHING_TOKEN\n                    relation_paths = [[self.NOTHING_TOKEN] for _ in range(self.num_paths)]\n                if self.sp_limit > 0:\n                    relation_paths = sorted(relation_paths, key=lambda x: len(x))[:self.sp_limit]\n                if self.rand_limit > 0:\n                    random.shuffle(relation_paths)\n                    relation_paths = relation_paths[:self.rand_limit]\n                vocab[i] = relation_paths\n            elif self.tkn_mode == \"bfs\":\n                # overall limit of anchors per node\n                limit = self.sp_limit if self.sp_limit != 0 else (self.rand_limit if self.rand_limit != 0 else self.num_paths)\n                nearest_ancs, anc_dists = [], []\n                hop = 1\n                while len(nearest_ancs) < limit:\n                    neigbs = graph.neighborhood(vertices=i, order=hop, mode=\"in\", mindist=hop)  # get k-hop neighbors\n                    ancs = list(set(neigbs).intersection(anc_set).difference(set(nearest_ancs)))  # find anchors in this neighborhood\n                    nearest_ancs.extend(ancs)  # update the list of anchors\n                    anc_dists.extend([hop for _ in range(len(ancs))])  # update the list of anchor distances\n                    hop += 1\n                    if hop >= 50:  # hardcoded constant for a disconnected node\n                        nearest_ancs.extend([self.NOTHING_TOKEN for _ in range(limit - len(nearest_ancs))])\n                        anc_dists.extend([0 for _ in range(limit - len(anc_dists))])\n                        break\n                vocab[i] = {'ancs': nearest_ancs[:limit], 'dists': anc_dists[:limit]}  # update the vocabulary\n            else:\n                raise NotImplementedError\n\n        return vocab\n"
  },
  {
    "path": "inductive_lp/run_ilp.py",
    "content": "from pykeen.datasets import FB15k237, WN18RR, YAGO310\nfrom pykeen.utils import resolve_device\nfrom pykeen.losses import BCEWithLogitsLoss, SoftplusLoss, MarginRankingLoss, NSSALoss\nfrom pykeen.training import SLCWATrainingLoop, LCWATrainingLoop\nfrom pykeen.trackers import WANDBResultTracker\nfrom pykeen.evaluation import RankBasedEvaluator\nfrom pykeen.sampling import BasicNegativeSampler\nfrom pykeen.stoppers import EarlyStopper\nfrom pykeen.models import RotatE\nfrom torch.optim import Adam\n\nfrom model.nodepiece_rotate import NodePieceRotate\nfrom nodepiece_tokenizer import NodePiece_Tokenizer\nfrom loops.inductive_slcwa import InductiveSLCWATrainingLoop\nfrom loops.relation_rank_evaluator import RelationPredictionRankBasedEvaluator\nfrom loops.ilp_evaluator import ILPRankBasedEvaluator\nfrom utils.sample_negatives import sample_negatives\n\nfrom datasets.ind_dataset import Ind_FB15k237, Ind_WN18RR, Ind_NELL\n\nimport torch\nimport click\nimport numpy as np\nimport wandb\nimport random\n\ntorch.manual_seed(42)\nnp.random.seed(42)\nrandom.seed(42)\n\n@click.command()\n@click.option('-embedding', '--embedding-dimension', type=int, default=100)  # embedding dim for anchors and relations\n@click.option('-loss', '--loss_fc', type=str, default='nssal')\n@click.option('-loop', '--loop', type=str, default='slcwa')  # slcwa - negative sampling, lcwa - 1-N scoring\n@click.option('-trf_hidden', '--transformer-hidden-dim', type=int, default=200)\n@click.option('-trf_heads', '--transformer-num-heads', type=int, default=4)\n@click.option('-trf_layers', '--transformer-layers', type=int, default=2)\n@click.option('-trf_drop', '--transformer-dropout', type=float, default=0.1)\n@click.option('-b', '--batch-size', type=int, default=512)\n@click.option('-eval_bs', '--eval_bs', type=int, default=512)\n@click.option('-epochs', '--num-epochs', type=int, default=1000)\n@click.option('-lr', '--learning-rate', type=float, default=0.0005)\n@click.option('-wandb', '--enable_wandb', type=bool, default=False)\n@click.option('-data', '--dataset_name', type=str, default='wn18rr')\n@click.option('-eval_every', '--eval_every', type=int, default=1)\n@click.option('-ft_maxp', '--ft_max_paths', type=int, default=100)  # max anchor per node, should be <= total N of anchors\n@click.option('-anc_dist', '--use_anchor_distances', type=bool, default=False)  # whether to add anchor distances\n@click.option('-margin', '--margin', type=float, default=15)\n@click.option('-max_seq_len', '--max_seq_len', type=int, default=0)\n@click.option('-pool', '--pooling', type=str, default=\"cat\")  # available encoders: \"cat\" or \"trf\"\n@click.option('-subbatch', '--trf_subbatch', type=int, default=3000)\n@click.option('-negs', '--num_negatives_ent', type=int, default=1)  # number of negative samples when training LP in sLCWA\n@click.option('-smoothing', '--lbl_smoothing', type=float, default=0.0)  # label smoothing in the 1-N setup\n@click.option('-relpol', '--rel_policy', type=str, default=\"sum\")\n@click.option('-rand_hashes', '--random_hashing', type=int, default=0)  # for ablations: use only random numbers as hashes\n@click.option('-nn', '--nearest_neighbors', type=bool, default=True)  # use only nearest anchors per node\n@click.option('-sample_rels', '--sample_rels', type=int, default=4)  # size of the relational context M\n@click.option('-tkn_mode', '--tkn_mode', type=str, default=\"bfs\")  # mining paths in iGRAPH,\n@click.option('-no_anc', '--ablate_anchors', type=bool, default=True)  # don't use any anchors in hashes, keep only the relational context\n@click.option('-ind_v', '--ind_v', type=int, default=1)  # 1 / 2 / 3 / 4 - which version of GraIL splits to use\n@click.option('-rp', '--rp', type=bool, default=False)  # turn on for the relation prediction task\n@click.option('-gnn', '--gnn', type=bool, default=False)  # whether to use a GNN encoder on top of NodePiece features\n@click.option('-gnn_att', '--gnn_att', type=bool, default=False)  # GNN with attentional aggregation\n@click.option('-gnn_lrga', '--gnn_lrga', type=bool, default=False)  # Low-Rank Global Attention\n@click.option('-gnn_layers', '--gnn_layers', type=int, default=2)\n@click.option('-gnn_att_drop', '--gnn_att_drop', type=float, default=0.1)\n@click.option('-ilp_eval', '--ilp_eval', type=bool, default=True)  # True stands for evaluation of 50 random samples to replicate the Teru et al setup, otherwise eval against all entities\n@click.option('-pna', '--pna', type=bool, default=False)  # whether to use Principal Neighborhood Aggregation\n@click.option('-residual', '--residual', type=bool, default=False)  # whether to use residual connections for deep GNNs\n@click.option('-jk', '--jk', type=bool, default=False)  # JK connections for GNN\ndef main(\n        embedding_dimension,\n        loss_fc,\n        loop,\n        transformer_hidden_dim: int,\n        transformer_num_heads: int,\n        transformer_layers: int,\n        transformer_dropout: float,\n        batch_size: int,\n        eval_bs: int,\n        num_epochs: int,\n        learning_rate: float,\n        enable_wandb: bool,\n        dataset_name: str,\n        eval_every: int,\n        ft_max_paths: int,\n        use_anchor_distances: bool,\n        margin: float,\n        max_seq_len: int,\n        pooling: str,\n        trf_subbatch: int,\n        num_negatives_ent: int,\n        lbl_smoothing: float,\n        rel_policy: str,\n        random_hashing: int,\n        nearest_neighbors: bool,\n        sample_rels: int,\n        tkn_mode: str,\n        ablate_anchors: bool,\n        ind_v: int,\n        rp: bool,\n        gnn: bool,\n        gnn_att: bool,\n        gnn_lrga: bool,\n        gnn_layers: int,\n        gnn_att_drop: float,\n        ilp_eval: bool,\n        pna: bool,\n        residual: bool,\n        jk: bool,\n):\n    # Standard dataset loading procedures, inverses are necessary for reachability of nodes\n    if dataset_name == 'fb15k237':\n        dataset = Ind_FB15k237(create_inverse_triples=True, version=ind_v)\n    elif dataset_name == 'wn18rr':\n        dataset = Ind_WN18RR(create_inverse_triples=True, version=ind_v)\n    elif dataset_name == \"nell\":\n        dataset = Ind_NELL(create_inverse_triples=True, version=ind_v)\n\n    negative_sampler_cls = BasicNegativeSampler\n    negative_sampler_kwargs = dict(num_negs_per_pos=num_negatives_ent)\n    loop_type = InductiveSLCWATrainingLoop\n\n    training_triples_factory = dataset.transductive_part\n    inference_triples_factory = dataset.inductive_inference\n\n    # No need for anchor tokenization in inductive datasets\n    # We will do relation-only tokenization inside the model\n    kg_tokenizer = None\n    device = resolve_device()\n\n    # selecting the loss function\n    if loss_fc == \"softplus\":\n        ft_loss = SoftplusLoss()\n    elif loss_fc == \"bce\":\n        ft_loss = BCEWithLogitsLoss()\n    elif loss_fc == \"mrl\":\n        ft_loss = MarginRankingLoss(margin=margin)\n    elif loss_fc == \"nssal\":\n        ft_loss = NSSALoss(margin=margin)\n\n    # Create the model\n    finetuning_model = NodePieceRotate(embedding_dim=embedding_dimension, device=device, loss=ft_loss,\n                                     triples=training_triples_factory, inference_triples=inference_triples_factory,max_paths=ft_max_paths, subbatch=trf_subbatch,\n                                     max_seq_len=max_seq_len, tokenizer=kg_tokenizer, pooler=pooling,\n                                     hid_dim=transformer_hidden_dim, num_heads=transformer_num_heads,\n                                     use_distances=use_anchor_distances, num_layers=transformer_layers, drop_prob=transformer_dropout,\n                                     rel_policy=rel_policy, random_hashes=random_hashing, nearest=nearest_neighbors,\n                                     sample_rels=sample_rels, ablate_anchors=ablate_anchors, tkn_mode=tkn_mode, gnn=gnn, gnn_att=gnn_att,\n                                     use_lrga=gnn_lrga, gnn_layers=gnn_layers, gnn_att_drop=gnn_att_drop, pna=pna, residual=residual, jk=jk)\n\n    optimizer = Adam(params=finetuning_model.parameters(), lr=learning_rate)\n    print(f\"Number of params: {sum(p.numel() for p in finetuning_model.parameters())}\")\n\n    if loop == \"slcwa\":\n        ft_loop = loop_type(model=finetuning_model, optimizer=optimizer, negative_sampler_cls=negative_sampler_cls,\n                                    negative_sampler_kwargs=negative_sampler_kwargs)\n    else:\n        ft_loop = LCWATrainingLoop(model=finetuning_model, optimizer=optimizer)\n\n    # add the results tracker if requested\n    if enable_wandb:\n        project_name = \"NodePiece_ILP\"\n\n        tracker = WANDBResultTracker(project=project_name, group=None, settings=wandb.Settings(start_method='fork'))\n        tracker.wandb.config.update(click.get_current_context().params)\n    else:\n        tracker = None\n\n    if rp:\n        valid_evaluator = RelationPredictionRankBasedEvaluator()\n    else:\n        if not ilp_eval:\n            valid_evaluator = RankBasedEvaluator\n        else:\n            # GraIL-style evaluation against 50 random negatives\n            head_samples, tail_samples = sample_negatives(valid_triples=dataset.inductive_val, all_pos=dataset.inductive_inference)\n            valid_evaluator = ILPRankBasedEvaluator(head_samples=head_samples, tail_samples=tail_samples)\n    valid_evaluator.batch_size = eval_bs\n\n    # we don't actually use the early stopper here by setting the patience to 100000\n    early_stopper = EarlyStopper(\n        model=finetuning_model,\n        relative_delta=0.0005,\n        evaluation_triples_factory=dataset.inductive_val,\n        frequency=eval_every,\n        patience=100000,\n        result_tracker=tracker,\n        evaluation_batch_size=eval_bs,\n        evaluator=valid_evaluator,\n    )\n\n    # Train LP / RP\n    if loop == \"lcwa\":\n        ft_loop.train(num_epochs=num_epochs, batch_size=batch_size, result_tracker=tracker,\n                      stopper=early_stopper, label_smoothing=lbl_smoothing)\n    else:\n        ft_loop.train(num_epochs=num_epochs, batch_size=batch_size, result_tracker=tracker,\n                      stopper=early_stopper)\n\n    # run the final test eval\n    if rp:\n        test_evaluator = RelationPredictionRankBasedEvaluator()\n    else:\n        if not ilp_eval:\n            test_evaluator = RankBasedEvaluator\n        else:\n            # test evaluator\n            head_samples, tail_samples = sample_negatives(valid_triples=dataset.inductive_test,\n                                                          all_pos=dataset.inductive_inference)\n            test_evaluator = ILPRankBasedEvaluator(head_samples=head_samples, tail_samples=tail_samples)\n    test_evaluator.batch_size = eval_bs\n\n    # test_evaluator\n    metric_results = test_evaluator.evaluate(\n        model=finetuning_model,\n        mapped_triples=dataset.inductive_test.mapped_triples,\n        additional_filter_triples=[dataset.inductive_inference.mapped_triples, dataset.inductive_val.mapped_triples],\n        use_tqdm=True,\n        batch_size=eval_bs,\n    )\n\n    # log final results\n    if enable_wandb:\n        tracker.log_metrics(\n            metrics=metric_results.to_flat_dict(),\n            step=num_epochs + 1,\n            prefix='test',\n        )\n\n    print(\"Test results\")\n    print(metric_results)\n\n\nif __name__ == '__main__':\n    main()\n"
  },
  {
    "path": "inductive_lp/utils/sample_negatives.py",
    "content": "import torch\n\nimport numpy as np\nfrom pykeen.datasets import TriplesFactory\nfrom collections import defaultdict\n\n\ndef sample_negatives(valid_triples: TriplesFactory, all_pos: TriplesFactory, num_samples: int = 50):\n\n    val_triples = valid_triples.mapped_triples\n    all_pos_triples = all_pos.mapped_triples\n    num_entities = all_pos.num_entities\n\n    head_samples, tail_samples = [[] for _ in range(len(val_triples))], [[] for _ in range(len(val_triples))]\n\n    head_index = defaultdict(list)\n    tail_index = defaultdict(list)\n    for triple in all_pos_triples:\n        h,r,t = triple[0].item(), triple[1].item(), triple[2].item()\n        tail_index[(h, r)].append(t)\n        head_index[(r, t)].append(h)\n\n    for i, row in enumerate(val_triples):\n        head, rel, tail = row[0].item(), row[1].item(), row[2].item()\n\n        head_samples[i].append(head)\n        while len(head_samples[i]) < num_samples:\n\n            neg_head = np.random.choice(num_entities)\n\n            if neg_head != head and neg_head not in head_index[(rel, tail)]:\n                head_samples[i].append(neg_head)\n\n        tail_samples[i].append(tail)\n\n        while len(tail_samples[i]) < num_samples:\n\n            neg_tail = np.random.choice(num_entities)\n            if neg_tail != tail and neg_tail not in tail_index[(head, rel)]:\n                tail_samples[i].append(neg_tail)\n\n    head_samples = torch.tensor(head_samples, dtype=torch.long)\n    tail_samples = torch.tensor(tail_samples, dtype=torch.long)\n\n    return head_samples, tail_samples\n\n"
  },
  {
    "path": "inductive_lp/utils/utils_gcn.py",
    "content": "import inspect\nimport numpy as np\n\n# PyTorch related imports\nimport torch\nimport torch_scatter\nfrom torch.nn import Parameter\nfrom torch.nn.init import xavier_normal_\nfrom torch_scatter import scatter_add, scatter_max\n\nnp.set_printoptions(precision=4)\n\n\nclass MessagePassing(torch.nn.Module):\n    r\"\"\"Base class for creating message passing layers\n\n    .. math::\n        \\mathbf{x}_i^{\\prime} = \\gamma_{\\mathbf{\\Theta}} \\left( \\mathbf{x}_i,\n        \\square_{j \\in \\mathcal{N}(i)} \\, \\phi_{\\mathbf{\\Theta}}\n        \\left(\\mathbf{x}_i, \\mathbf{x}_j,\\mathbf{e}_{i,j}\\right) \\right),\n\n    where :math:`\\square` denotes a differentiable, permutation invariant\n    function, *e.g.*, sum, mean or max, and :math:`\\gamma_{\\mathbf{\\Theta}}`\n    and :math:`\\phi_{\\mathbf{\\Theta}}` denote differentiable functions such as\n    MLPs.\n    See `here <https://rusty1s.github.io/pytorch_geometric/build/html/notes/\n    create_gnn.html>`__ for the accompanying tutorial.\n\n    \"\"\"\n\n    def __init__(self, aggr='add'):\n        super(MessagePassing, self).__init__()\n\n        # In the defined message function: get the list of arguments as list of string|\n        # For eg. in r-gcn this will be ['x_j', 'edge_type', 'edge_norm'] (args of message fn)\n        self.message_args = inspect.getargspec(self.message)[0][1:]\n        # Same for update function starting from 3rd argument | first=self, second=out\n        self.update_args = inspect.getargspec(self.update)[0][2:]\n\n    def propagate(self, aggr, edge_index, **kwargs):\n        r\"\"\"The initial call to start propagating messages.\n        Takes in an aggregation scheme (:obj:`\"add\"`, :obj:`\"mean\"` or\n        :obj:`\"max\"`), the edge indices, and all additional data which is\n        needed to construct messages and to update node embeddings.\"\"\"\n\n        assert aggr in ['add', 'mean', 'max']\n        kwargs['edge_index'] = edge_index\n\n        size = None\n        message_args = []\n        for arg in self.message_args:\n            if arg[-2:] == '_i':  # If arguments ends with _i then include indic\n                tmp = kwargs[\n                    arg[:-2]]  # Take the front part of the variable | Mostly it will be 'x',\n                size = tmp.size(0)\n                message_args.append(tmp[edge_index[0]])  # Lookup for head entities in edges\n            elif arg[-2:] == '_j':\n                tmp = kwargs[arg[:-2]]  # tmp = kwargs['x']\n                size = tmp.size(0)\n                message_args.append(tmp[edge_index[1]])  # Lookup for tail entities in edges\n            else:\n                message_args.append(kwargs[arg])  # Take things from kwargs\n\n        update_args = [kwargs[arg] for arg in self.update_args]  # Take update args from kwargs\n\n        out = self.message(*message_args)\n        out = scatter_(aggr, out, edge_index[0],\n                       dim_size=size)  # Aggregated neighbors for each vertex\n        out = self.update(out, *update_args)\n\n        return out\n\n    def message(self, x_j):  # pragma: no cover\n        r\"\"\"Constructs messages in analogy to :math:`\\phi_{\\mathbf{\\Theta}}`\n        for each edge in :math:`(i,j) \\in \\mathcal{E}`.\n        Can take any argument which was initially passed to :meth:`propagate`.\n        In addition, features can be lifted to the source node :math:`i` and\n        target node :math:`j` by appending :obj:`_i` or :obj:`_j` to the\n        variable name, *.e.g.* :obj:`x_i` and :obj:`x_j`.\"\"\"\n\n        return x_j\n\n    def update(self, aggr_out):  # pragma: no cover\n        r\"\"\"Updates node embeddings in analogy to\n        :math:`\\gamma_{\\mathbf{\\Theta}}` for each node\n        :math:`i \\in \\mathcal{V}`.\n        Takes in the output of aggregation as first argument and any argument\n        which was initially passed to :meth:`propagate`.\"\"\"\n\n        return aggr_out\n\ndef maybe_num_nodes(index, num_nodes=None):\n    return index.max().item() + 1 if num_nodes is None else num_nodes\n\ndef softmax(src, index, num_nodes=None):\n    r\"\"\"Computes a sparsely evaluated softmax.\n    Given a value tensor :attr:`src`, this function first groups the values\n    along the first dimension based on the indices specified in :attr:`index`,\n    and then proceeds to compute the softmax individually for each group.\n\n    Args:\n        src (Tensor): The source tensor.\n        index (LongTensor): The indices of elements for applying the softmax.\n        num_nodes (int, optional): The number of nodes, *i.e.*\n            :obj:`max_val + 1` of :attr:`index`. (default: :obj:`None`)\n\n    :rtype: :class:`Tensor`\n    \"\"\"\n\n    num_nodes = maybe_num_nodes(index, num_nodes)\n\n    out = src - scatter_max(src, index, dim=0, dim_size=num_nodes)[0][index]\n    out = out.exp()\n    out = out / (\n        scatter_add(out, index, dim=0, dim_size=num_nodes)[index] + 1e-16)\n\n    return out\n\ndef get_param(shape):\n    param = Parameter(torch.Tensor(*shape))\n    xavier_normal_(param.data)\n    return param\n\ndef weight_init(layer):\n    if type(layer) == torch.nn.Linear:\n        torch.nn.init.xavier_normal_(layer.weight.data)\n        if layer.bias is not None:\n            torch.nn.init.constant_(layer.bias.data, 0)\n    return\n\n\ndef com_mult(a, b):\n    r1, i1 = a[..., 0], a[..., 1]\n    r2, i2 = b[..., 0], b[..., 1]\n    return torch.stack([r1 * r2 - i1 * i2, r1 * i2 + i1 * r2], dim=-1)\n\n\ndef conj(a):\n    a[..., 1] = -a[..., 1]\n    return a\n\n\ndef cconv(a, b):\n    return torch.irfft(com_mult(torch.rfft(a, 1), torch.rfft(b, 1)), 1,\n                       signal_sizes=(a.shape[-1],))\n\n\ndef ccorr(a, b):\n    return torch.irfft(com_mult(conj(torch.rfft(a, 1)), torch.rfft(b, 1)), 1,\n                       signal_sizes=(a.shape[-1],))\n\ndef rotate(h, r):\n    # re: first half, im: second half\n    # assume embedding dim is the last dimension\n    d = h.shape[-1]\n    h_re, h_im = torch.split(h, d // 2, -1)\n    r_re, r_im = torch.split(r, d // 2, -1)\n    return torch.cat([h_re * r_re - h_im * r_im,\n                        h_re * r_im + h_im * r_re], dim=-1)\n\n\ndef scatter_(name, src, index, dim_size=None):\n    r\"\"\"Aggregates all values from the :attr:`src` tensor at the indices\n    specified in the :attr:`index` tensor along the first dimension.\n    If multiple indices reference the same location, their contributions\n    are aggregated according to :attr:`name` (either :obj:`\"add\"`,\n    :obj:`\"mean\"` or :obj:`\"max\"`).\n\n    Args:\n        name (string): The aggregation to use (:obj:`\"add\"`, :obj:`\"mean\"`,\n            :obj:`\"max\"`).\n        src (Tensor): The source tensor.\n        index (LongTensor): The indices of elements to scatter.\n        dim_size (int, optional): Automatically create output tensor with size\n            :attr:`dim_size` in the first dimension. If set to :attr:`None`, a\n            minimal sized output tensor is returned. (default: :obj:`None`)\n\n    :rtype: :class:`Tensor`\n    \"\"\"\n\n    assert name in ['add', 'mean', 'max']\n\n    op = getattr(torch_scatter, 'scatter_{}'.format(name))\n    fill_value = -1e38 if name == 'max' else 0\n    out = op(src, index, 0, None, dim_size, fill_value)\n    if isinstance(out, tuple):\n        out = out[0]\n\n    if name == 'max':\n        out[out == fill_value] = 0\n\n    return out\n"
  },
  {
    "path": "lp_rp/datasets/codex.py",
    "content": "# -*- coding: utf-8 -*-\n\n\"\"\"The **Co**mpletion **D**atasets **Ex**tracted from Wikidata and Wikipedia (CoDEx) datasets from [safavi2020]_.\n\n- GitHub Repository: https://github.com/tsafavi/codex\n- Paper: https://arxiv.org/abs/2009.07810\n\"\"\"\n\n#from docdata import parse_docdata\nimport logging\nimport os\nimport requests\nimport shutil\nimport pathlib\nimport pystow\n\nfrom pathlib import Path\nfrom pykeen.datasets.base import PathDataSet\nfrom typing import Optional, Mapping, Any, Union\nfrom pystow.utils import name_from_url\nfrom urllib.request import urlretrieve\nlogger = logging.getLogger(__name__)\n\nBASE_URL = 'https://raw.githubusercontent.com/tsafavi/codex/master/data/triples/'\nSMALL_VALID_URL = f'{BASE_URL}/codex-s/valid.txt'\nSMALL_TEST_URL = f'{BASE_URL}/codex-s/test.txt'\nSMALL_TRAIN_URL = f'{BASE_URL}/codex-s/train.txt'\n\nMEDIUM_VALID_URL = f'{BASE_URL}/codex-m/valid.txt'\nMEDIUM_TEST_URL = f'{BASE_URL}/codex-m/test.txt'\nMEDIUM_TRAIN_URL = f'{BASE_URL}/codex-m/train.txt'\n\nLARGE_VALID_URL = f'{BASE_URL}/codex-l/valid.txt'\nLARGE_TEST_URL = f'{BASE_URL}/codex-l/test.txt'\nLARGE_TRAIN_URL = f'{BASE_URL}/codex-l/train.txt'\n\nPYKEEN_MODULE: pystow.Module = pystow.module('pykeen')\n#: A path representing the PyKEEN data folder\n#PYKEEN_HOME: Path = PYKEEN_MODULE.base\n#: A subdirectory of the PyKEEN data folder for datasets, defaults to ``~/.data/pykeen/datasets``\nPYKEEN_DATASETS: Path = PYKEEN_MODULE.get('datasets')\n# If GitHub ever gets upset from too many downloads, we can switch to\n# the data posted at https://github.com/pykeen/pykeen/pull/154#issuecomment-730462039\n\ndef _urlretrieve(url: str, path: str, clean_on_failure: bool = True, stream: bool = True) -> None:\n    \"\"\"Download a file from a given URL.\n    :param url: URL to download\n    :param path: Path to download the file to\n    :param clean_on_failure: If true, will delete the file on any exception raised during download\n    :param stream: If true, use :func:`requests.get`. By default, use ``urlretrieve``.\n    :raises Exception: If there's a problem wih downloading via :func:`requests.get` or copying\n        the data with :func:`shutil.copyfileobj`\n    :raises KeyboardInterrupt: If the user quits during download\n    \"\"\"\n    if not stream:\n        logger.info('downloading from %s to %s', url, path)\n        urlretrieve(url, path)  # noqa:S310\n    else:\n        # see https://requests.readthedocs.io/en/master/user/quickstart/#raw-response-content\n        # pattern from https://stackoverflow.com/a/39217788/5775947\n        try:\n            with requests.get(url, stream=True) as response, open(path, 'wb') as file:\n                logger.info('downloading (streaming) from %s to %s', url, path)\n                shutil.copyfileobj(response.raw, file)\n        except (Exception, KeyboardInterrupt):\n            if clean_on_failure:\n                os.remove(path)\n            raise\n\nclass UnpackedRemoteDataset(PathDataSet):\n    \"\"\"A dataset with all three of train, test, and validation sets as URLs.\"\"\"\n\n    def __init__(\n        self,\n        training_url: str,\n        testing_url: str,\n        validation_url: str,\n        cache_root: Optional[str] = None,\n        stream: bool = True,\n        force: bool = False,\n        eager: bool = False,\n        create_inverse_triples: bool = False,\n        load_triples_kwargs: Optional[Mapping[str, Any]] = None,\n    ):\n        \"\"\"Initialize dataset.\n        :param training_url: The URL of the training file\n        :param testing_url: The URL of the testing file\n        :param validation_url: The URL of the validation file\n        :param cache_root:\n            An optional directory to store the extracted files. Is none is given, the default PyKEEN directory is used.\n            This is defined either by the environment variable ``PYKEEN_HOME`` or defaults to ``~/.pykeen``.\n        :param stream: Use :mod:`requests` be used for download if true otherwise use :mod:`urllib`\n        :param force: If true, redownload any cached files\n        :param eager: Should the data be loaded eagerly? Defaults to false.\n        :param create_inverse_triples: Should inverse triples be created? Defaults to false.\n        :param load_triples_kwargs: Arguments to pass through to :func:`TriplesFactory.from_path`\n            and ultimately through to :func:`pykeen.triples.utils.load_triples`.\n        \"\"\"\n        self.cache_root = self._help_cache(cache_root)\n\n        self.training_url = training_url\n        self.testing_url = testing_url\n        self.validation_url = validation_url\n\n        training_path = os.path.join(self.cache_root, name_from_url(self.training_url))\n        testing_path = os.path.join(self.cache_root, name_from_url(self.testing_url))\n        validation_path = os.path.join(self.cache_root, name_from_url(self.validation_url))\n\n        for url, path in [\n            (self.training_url, training_path),\n            (self.testing_url, testing_path),\n            (self.validation_url, validation_path),\n        ]:\n            if os.path.exists(path) and not force:\n                continue\n            _urlretrieve(url, path, stream=stream)\n\n        super().__init__(\n            training_path=training_path,\n            testing_path=testing_path,\n            validation_path=validation_path,\n            eager=eager,\n            create_inverse_triples=create_inverse_triples,\n            #load_triples_kwargs=load_triples_kwargs,\n        )\n\n    def _help_cache(self, cache_root: Union[None, str, pathlib.Path]) -> pathlib.Path:\n        \"\"\"Get the appropriate cache root directory.\n        :param cache_root: If none is passed, defaults to a subfolder of the\n            PyKEEN home directory defined in :data:`pykeen.constants.PYKEEN_HOME`.\n            The subfolder is named based on the class inheriting from\n            :class:`pykeen.datasets.base.Dataset`.\n        :returns: A path object for the calculated cache root directory\n        \"\"\"\n        if cache_root is None:\n            cache_root = PYKEEN_DATASETS\n        cache_root = pathlib.Path(cache_root) / self.__class__.__name__.lower()\n        cache_root.mkdir(parents=True, exist_ok=True)\n        logger.debug('using cache root at %s', cache_root)\n        return cache_root\n\n\n#docs]@parse_docdata\nclass CoDExSmall(UnpackedRemoteDataset):\n    \"\"\"The CoDEx small dataset.\n\n    ---\n    name: CoDEx (small)\n    citation:\n        author: Safavi\n        year: 2020\n        link: https://arxiv.org/abs/2009.07810\n        github: tsafavi/codex\n    statistics:\n        entities: 2034\n        relations: 42\n        training: 32888\n        testing: 1828\n        validation: 1827\n        triples: 36543\n    \"\"\"\n\n    def __init__(self, create_inverse_triples: bool = False, **kwargs):\n        \"\"\"Initialize the `CoDEx <https://github.com/tsafavi/codex>`_ small dataset from [safavi2020]_.\n\n        :param create_inverse_triples: Should inverse triples be created? Defaults to false.\n        :param kwargs: keyword arguments passed to :class:`pykeen.datasets.base.UnpackedRemoteDataset`.\n        \"\"\"\n        # GitHub's raw.githubusercontent.com service rejects requests that are streamable. This is\n        # normally the default for all of PyKEEN's remote datasets, so just switch the default here.\n        kwargs.setdefault('stream', False)\n        super().__init__(\n            training_url=SMALL_TRAIN_URL,\n            testing_url=SMALL_TEST_URL,\n            validation_url=SMALL_VALID_URL,\n            create_inverse_triples=create_inverse_triples,\n            **kwargs,\n        )\n\n\n\n#[docs]@parse_docdata\nclass CoDExMedium(UnpackedRemoteDataset):\n    \"\"\"The CoDEx medium dataset.\n\n    ---\n    name: CoDEx (medium)\n    citation:\n        author: Safavi\n        year: 2020\n        link: https://arxiv.org/abs/2009.07810\n        github: tsafavi/codex\n    statistics:\n        entities: 17050\n        relations: 51\n        training: 185584\n        testing: 10311\n        validation: 10310\n        triples: 206205\n    \"\"\"\n\n    def __init__(self, create_inverse_triples: bool = False, **kwargs):\n        \"\"\"Initialize the `CoDEx <https://github.com/tsafavi/codex>`_ medium dataset from [safavi2020]_.\n\n        :param create_inverse_triples: Should inverse triples be created? Defaults to false.\n        :param kwargs: keyword arguments passed to :class:`pykeen.datasets.base.UnpackedRemoteDataset`.\n        \"\"\"\n        kwargs.setdefault('stream', False)  # See comment in CoDExSmall\n        super().__init__(\n            training_url=MEDIUM_TRAIN_URL,\n            testing_url=MEDIUM_TEST_URL,\n            validation_url=MEDIUM_VALID_URL,\n            create_inverse_triples=create_inverse_triples,\n            **kwargs,\n        )\n\n\n\n#[docs]@parse_docdata\nclass CoDExLarge(UnpackedRemoteDataset):\n    \"\"\"The CoDEx large dataset.\n\n    ---\n    name: CoDEx (large)\n    citation:\n        author: Safavi\n        year: 2020\n        link: https://arxiv.org/abs/2009.07810\n        github: tsafavi/codex\n    statistics:\n        entities: 77951\n        relations: 69\n        training: 551193\n        testing: 30622\n        validation: 30622\n        triples: 612437\n    \"\"\"\n\n    def __init__(self, create_inverse_triples: bool = False, **kwargs):\n        \"\"\"Initialize the `CoDEx <https://github.com/tsafavi/codex>`_ large dataset from [safavi2020]_.\n\n        :param create_inverse_triples: Should inverse triples be created? Defaults to false.\n        :param kwargs: keyword arguments passed to :class:`pykeen.datasets.base.UnpackedRemoteDataset`.\n        \"\"\"\n        kwargs.setdefault('stream', False)  # See comment in CoDExSmall\n        super().__init__(\n            training_url=LARGE_TRAIN_URL,\n            testing_url=LARGE_TEST_URL,\n            validation_url=LARGE_VALID_URL,\n            create_inverse_triples=create_inverse_triples,\n            **kwargs,\n        )\n\n\n\ndef _main():\n    for cls in [CoDExSmall, CoDExMedium, CoDExLarge]:\n        d = cls()\n        d.summarize()\n\n\nif __name__ == '__main__':\n    _main()"
  },
  {
    "path": "lp_rp/loops/filtered_sampling_loop.py",
    "content": "from pykeen.training import SLCWATrainingLoop\n# from pykeen105.negative_sampler import SelfAdversarialNegativeSampler, RelationalNegativeSampler\nimport pdb\nclass FilteredSLCWATrainingLoop(SLCWATrainingLoop):\n\n    @property\n    def num_negs_per_pos_rel(self) -> int:\n        \"\"\"Return number of negatives per positive from the sampler.\n\n        Property for API compatibility\n        \"\"\"\n        return self.negative_sampler.num_negs_per_pos_rel\n\n    def _mr_loss_helper(self, positive_scores, negative_scores, _label_smoothing=None):\n        if self.num_negs_per_pos + self.num_negs_per_pos_rel > 1:\n            positive_scores = positive_scores.repeat(self.num_negs_per_pos + self.num_negs_per_pos_rel, 1)\n\n        return self.model.compute_mr_loss(\n            positive_scores=positive_scores,\n            negative_scores=negative_scores,\n        )"
  },
  {
    "path": "lp_rp/nodepiece_tokenizer.py",
    "content": "import torch\nimport numpy as np\nimport pickle\nfrom igraph import Graph\n\nfrom pykeen.triples import TriplesFactory\nfrom typing import List, Dict\nfrom pathlib import Path\nfrom tqdm import tqdm\nimport random\n\n\n\nclass NodePiece_Tokenizer:\n\n    \"\"\"\n        Tokenizer for KGs: will select topK anchor nodes according to certain strategies;\n            and encode other nodes as 'words' as hashes comprised of relations and anchor nodes\n    \"\"\"\n\n    def __init__(self,\n                 triples: TriplesFactory,\n                 dataset_name: str,\n                 num_anchors: int,\n                 anchor_strategy: Dict[str, float],\n                 limit_shortest: int = 0,\n                 limit_random: int = 0,\n                 add_identity: bool = True,\n                 mode: str = \"path\",\n                 ) -> None:\n        super().__init__()\n\n        self.triples_factory = triples  # original triples of the training graph, assuming inverses are added\n        self.dataset_name = dataset_name\n        self.num_anchors = num_anchors  # total N anchor nodes\n        self.anchor_strategy = anchor_strategy  # ratios of strategies for sampling anchor nodes\n        self.num_paths = num_anchors  # aux variable\n        self.sp_limit = limit_shortest  # keep only K nearest anchor nodes per entity\n        self.rand_limit = limit_random  # keep only K random anchor nodes per entity\n\n        if self.sp_limit * self.rand_limit != 0:\n            raise Exception(\"-sp_limit and -rand_limit are mutually exclusive\")\n\n        self.add_identity = add_identity  # anchor nodes will have their own indices with distance 0  in their hashes\n        self.tkn_mode = mode  # only \"path\" mode is implemented atm\n\n        # auxiliary tokens for the vocabulary\n        self.NOTHING_TOKEN = -99  # means the node is not reachable from any of anchor nodes\n        self.CLS_TOKEN = -1\n        self.MASK_TOKEN = -10\n        self.PADDING_TOKEN = -100\n        self.SEP_TOKEN = -2\n\n        # well, betwenness is disabled\n        self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n\n        assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n        assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n\n        # load or create the vocabulary\n        self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n\n        # numerical indices for entities and relations\n        self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n        self.rel2token = {t: i + len(self.top_entities) for i, t in\n                          enumerate(list(self.triples_factory.relation_to_id.values()))}\n        self.vocab_size = len(self.token2id) + len(self.rel2token)\n\n        # although we don't use paths, we count their lengths for anchor distances\n        self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n\n        if self.add_identity:\n            # add identity for anchor nodes as the first / closest node\n            if self.tkn_mode != \"bfs\":\n                for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n                    self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n            else:\n                for anchor in self.top_entities[:-4]:\n                    self.vocab[anchor]['ancs'] = [anchor] + self.vocab[anchor]['ancs'][:-1]\n                    self.vocab[anchor]['dists'][0] = 0\n\n\n\n    def tokenize_kg(self):\n\n        # creating a filename\n        strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n\n        filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n        if self.sp_limit > 0:\n            filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n        if self.rand_limit > 0:\n            filename += f\"_{self.rand_limit}rand\"\n        if self.tkn_mode == \"bfs\":\n            filename += \"_bfs\"\n        filename += \".pkl\"\n        self.model_name = filename.split('.pkl')[0]\n        path = Path(filename)\n        if path.is_file():\n            anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n            return anchors, non_anchors, vocab\n\n        if type(self.triples_factory.mapped_triples) == torch.Tensor:\n            src, tgt, rels = self.triples_factory.mapped_triples[:, 0].numpy(), self.triples_factory.mapped_triples[:, 2].numpy(), self.triples_factory.mapped_triples[:, 1].numpy()\n        else:\n            print(\"Input triples are expected to be in the torch.Tensor format\")\n            raise NotImplementedError\n\n        # create an input object for iGraph - edge list with relation types, and then create a graph\n        edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n        graph = Graph(n=self.triples_factory.num_entities, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n\n        # sampling anchor nodes\n        anchors = []\n        for strategy, ratio in self.anchor_strategy.items():\n            if ratio <= 0.0:\n                continue\n            topK = int(np.ceil(ratio * self.num_anchors))\n            print(f\"Computing the {strategy} nodes\")\n            if strategy == \"degree\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"betweenness\":\n                # This is O(V^3) - disabled\n                raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n            elif strategy == \"pagerank\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"random\":\n                top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.triples_factory.num_entities))]\n\n            selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n\n            anchors.extend(selected_nodes)\n            print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n\n        # now mine the anchors per node\n        vocab = self.create_all_paths(graph, anchors)\n        top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n        non_core_entities = [i for i in range(self.triples_factory.num_entities) if i not in anchors]\n\n        pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n        print(\"Vocabularized and saved!\")\n\n        return top_entities, non_core_entities, vocab\n\n\n    def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n\n        vocab = {}\n        if self.rand_limit == 0:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} shortest paths per node\")\n        else:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.rand_limit} random paths per node\")\n\n        if self.tkn_mode:\n            anc_set = set(top_entities)\n\n        # single-threaded mining is found to be as fast as multi-processing + igraph for some reason, so let's use a dummy for-loop\n        for i in tqdm(range(self.triples_factory.num_entities)):\n            if self.tkn_mode == \"path\":\n                paths = graph.get_shortest_paths(v=i, to=top_entities, output=\"epath\", mode='in')\n                if len(paths[0]) > 0:\n                    relation_paths = [[graph.es[path[-1]].source] + [graph.es[k]['relation'] for k in path[::-1]] for path in paths if len(path) > 0]\n                else:\n                    # if NO anchor can be reached from the node - encode with a special NOTHING_TOKEN\n                    relation_paths = [[self.NOTHING_TOKEN] for _ in range(self.num_paths)]\n                if self.sp_limit > 0:\n                    relation_paths = sorted(relation_paths, key=lambda x: len(x))[:self.sp_limit]\n                if self.rand_limit > 0:\n                    random.shuffle(relation_paths)\n                    relation_paths = relation_paths[:self.rand_limit]\n                vocab[i] = relation_paths\n            elif self.tkn_mode == \"bfs\":\n                # overall limit of anchors per node\n                limit = self.sp_limit if self.sp_limit != 0 else (self.rand_limit if self.rand_limit != 0 else self.num_paths)\n                nearest_ancs, anc_dists = [], []\n                hop = 1\n                while len(nearest_ancs) < limit:\n                    neigbs = graph.neighborhood(vertices=i, order=hop, mode=\"in\", mindist=hop)  # get k-hop neighbors\n                    ancs = list(set(neigbs).intersection(anc_set).difference(set(nearest_ancs)))  # find anchors in this neighborhood\n                    nearest_ancs.extend(ancs)  # update the list of anchors\n                    anc_dists.extend([hop for _ in range(len(ancs))])  # update the list of anchor distances\n                    hop += 1\n                    if hop >= 50:  # hardcoded constant for a disconnected node\n                        nearest_ancs.extend([self.NOTHING_TOKEN for _ in range(limit - len(nearest_ancs))])\n                        anc_dists.extend([0 for _ in range(limit - len(anc_dists))])\n                        break\n                vocab[i] = {'ancs': nearest_ancs[:limit], 'dists': anc_dists[:limit]}  # update the vocabulary\n            else:\n                raise NotImplementedError\n\n        return vocab\n"
  },
  {
    "path": "lp_rp/patch/early_stopping.py",
    "content": "# -*- coding: utf-8 -*-\n\n\"\"\"Implementation of early stopping.\"\"\"\n\nimport dataclasses\nimport logging\nfrom dataclasses import dataclass\nfrom typing import Any, Callable, List, Mapping, Optional, Union\n\nfrom .stopper import Stopper\nfrom ..evaluation import Evaluator\nfrom ..models.base import Model\nfrom ..trackers import ResultTracker\nfrom ..triples import TriplesFactory\nfrom ..utils import fix_dataclass_init_docs\n\n__all__ = [\n    'is_improvement',\n    'EarlyStopper',\n    'StopperCallback',\n]\n\nlogger = logging.getLogger(__name__)\n\nStopperCallback = Callable[[Stopper, Union[int, float], int], None]\n\n\ndef is_improvement(\n    best_value: float,\n    current_value: float,\n    larger_is_better: bool,\n    relative_delta: float = 0.0,\n) -> bool:\n    \"\"\"\n    Decide whether the current value is an improvement over the best value.\n\n    :param best_value:\n        The best value so far.\n    :param current_value:\n        The current value.\n    :param larger_is_better:\n        Whether a larger value is better.\n    :param relative_delta:\n        A minimum relative improvement until it is considered as an improvement.\n\n    :return:\n        Whether the current value is better.\n    \"\"\"\n    if larger_is_better:\n        return current_value > (1.0 + relative_delta) * best_value\n\n    # now: smaller is better\n    return current_value < (1.0 - relative_delta) * best_value\n\n\n@fix_dataclass_init_docs\n@dataclass\nclass EarlyStopper(Stopper):\n    \"\"\"A harness for early stopping.\"\"\"\n\n    #: The model\n    model: Model = dataclasses.field(repr=False)\n    #: The evaluator\n    evaluator: Evaluator\n    #: The triples to use for evaluation\n    evaluation_triples_factory: Optional[TriplesFactory]\n    #: Size of the evaluation batches\n    evaluation_batch_size: Optional[int] = None\n    #: Slice size of the evaluation batches\n    evaluation_slice_size: Optional[int] = None\n    #: The number of epochs after which the model is evaluated on validation set\n    frequency: int = 10\n    #: The number of iterations (one iteration can correspond to various epochs)\n    #: with no improvement after which training will be stopped.\n    patience: int = 2\n    #: The name of the metric to use\n    metric: str = 'hits_at_k'\n    #: The minimum relative improvement necessary to consider it an improved result\n    relative_delta: float = 0.01\n    #: The best result so far\n    best_metric: Optional[float] = None\n    #: The epoch at which the best result occurred\n    best_epoch: Optional[int] = None\n    #: The remaining patience\n    remaining_patience: int = dataclasses.field(init=False)\n    #: The metric results from all evaluations\n    results: List[float] = dataclasses.field(default_factory=list, repr=False)\n    #: Whether a larger value is better, or a smaller\n    larger_is_better: bool = True\n    #: The result tracker\n    result_tracker: Optional[ResultTracker] = None\n    #: Callbacks when after results are calculated\n    result_callbacks: List[StopperCallback] = dataclasses.field(default_factory=list, repr=False)\n    #: Callbacks when training gets continued\n    continue_callbacks: List[StopperCallback] = dataclasses.field(default_factory=list, repr=False)\n    #: Callbacks when training is stopped early\n    stopped_callbacks: List[StopperCallback] = dataclasses.field(default_factory=list, repr=False)\n    #: Did the stopper ever decide to stop?\n    stopped: bool = False\n\n    def __post_init__(self):\n        \"\"\"Run after initialization and check the metric is valid.\"\"\"\n        # TODO: Fix this\n        # if all(f.name != self.metric for f in dataclasses.fields(self.evaluator.__class__)):\n        #     raise ValueError(f'Invalid metric name: {self.metric}')\n        if self.evaluation_triples_factory is None:\n            raise ValueError('Must specify a validation_triples_factory or a dataset for using early stopping.')\n\n        self.remaining_patience = self.patience\n\n        # Dummy result tracker\n        if self.result_tracker is None:\n            self.result_tracker = ResultTracker()\n\n    def should_evaluate(self, epoch: int) -> bool:\n        \"\"\"Decide if evaluation should be done based on the current epoch and the internal frequency.\"\"\"\n        return epoch > 0 and epoch % self.frequency == 0\n\n    @property\n    def number_results(self) -> int:\n        \"\"\"Count the number of results stored in the early stopper.\"\"\"\n        return len(self.results)\n\n    def should_stop(self, epoch: int) -> bool:\n        \"\"\"Evaluate on a metric and compare to past evaluations to decide if training should stop.\"\"\"\n        # Evaluate\n        metric_results = self.evaluator.evaluate(\n            model=self.model,\n            mapped_triples=self.evaluation_triples_factory.mapped_triples,\n            additional_filter_triples=self.model.triples_factory.mapped_triples,\n            use_tqdm=False,\n            batch_size=self.evaluation_batch_size,\n            slice_size=self.evaluation_slice_size,\n            # Only perform time consuming checks for the first call.\n            do_time_consuming_checks=self.evaluation_batch_size is None,\n        )\n        # After the first evaluation pass the optimal batch and slice size is obtained and saved for re-use\n        self.evaluation_batch_size = self.evaluator.batch_size\n        self.evaluation_slice_size = self.evaluator.slice_size\n\n        self.result_tracker.log_metrics(\n            metrics=metric_results.to_flat_dict(),\n            step=epoch,\n            prefix='validation',\n        )\n        result = metric_results.get_metric(self.metric)\n\n        # Append to history\n        self.results.append(result)\n\n        for result_callback in self.result_callbacks:\n            result_callback(self, result, epoch)\n\n        # check for improvement\n        if self.best_metric is None or is_improvement(\n            best_value=self.best_metric,\n            current_value=result,\n            larger_is_better=self.larger_is_better,\n            relative_delta=self.relative_delta,\n        ):\n            self.best_epoch = epoch\n            self.best_metric = result\n            self.remaining_patience = self.patience\n        else:\n            self.remaining_patience -= 1\n\n        # Stop if the result did not improve more than delta for patience evaluations\n        if self.remaining_patience <= 0:\n            logger.info(\n                f'Stopping early after {self.number_results} evaluations at epoch {epoch}. The best result '\n                f'{self.metric}={self.best_metric} occurred at epoch {self.best_epoch}.',\n            )\n            for stopped_callback in self.stopped_callbacks:\n                stopped_callback(self, result, epoch)\n            self.stopped = True\n            return True\n\n        for continue_callback in self.continue_callbacks:\n            continue_callback(self, result, epoch)\n        return False\n\n    def get_summary_dict(self) -> Mapping[str, Any]:\n        \"\"\"Get a summary dict.\"\"\"\n        return dict(\n            frequency=self.frequency,\n            patience=self.patience,\n            relative_delta=self.relative_delta,\n            metric=self.metric,\n            larger_is_better=self.larger_is_better,\n            results=self.results,\n            stopped=self.stopped,\n            best_epoch=self.best_epoch,\n            best_metric=self.best_metric,\n        )\n"
  },
  {
    "path": "lp_rp/patch/evaluator.py",
    "content": "# -*- coding: utf-8 -*-\n\n\"\"\"Basic structure of a evaluator.\"\"\"\n\nimport gc\nimport logging\nimport timeit\nfrom abc import ABC, abstractmethod\nfrom contextlib import contextmanager\nfrom dataclasses import dataclass\nfrom math import ceil\nfrom typing import Any, Collection, List, Mapping, Optional, Tuple, Union\n\nimport torch\nfrom dataclasses_json import dataclass_json\n\nfrom ..models.base import Model\nfrom ..tqdmw import tqdm\nfrom ..triples.triples_factory import get_unique_entity_ids_from_triples_tensor\nfrom ..typing import MappedTriples\nfrom ..utils import is_cuda_oom_error, is_cudnn_error, normalize_string, split_list_in_batches_iter\n\n__all__ = [\n    'Evaluator',\n    'MetricResults',\n    'filter_scores_',\n    'evaluate',\n]\n\nlogger = logging.getLogger(__name__)\n\n\n@contextmanager\ndef optional_context_manager(condition, context_manager):\n    if condition:\n        with context_manager:\n            yield context_manager\n    else:\n        yield\n\n\n@dataclass_json\n@dataclass\nclass MetricResults:\n    \"\"\"Results from computing metrics.\"\"\"\n\n    def get_metric(self, name: str) -> float:\n        \"\"\"Get the given metric from the results.\"\"\"\n        raise NotImplementedError\n\n    def to_flat_dict(self) -> Mapping[str, Any]:\n        \"\"\"Get the results as a flattened dictionary.\"\"\"\n        return self.to_dict()\n\n\nclass Evaluator(ABC):\n    \"\"\"An abstract evaluator for KGE models.\n\n    The evaluator encapsulates the computation of evaluation metrics based on head and tail scores. To this end, it\n    offers two methods to process a batch of triples together with the scores produced by some model. It maintains\n    intermediate results in its state, and offers a method to obtain the final results once finished.\n    \"\"\"\n\n    def __init__(\n        self,\n        filtered: bool = False,\n        requires_positive_mask: bool = False,\n        batch_size: int = None,\n        slice_size: int = None,\n    ):\n        self.filtered = filtered\n        self.requires_positive_mask = requires_positive_mask\n        self.batch_size = batch_size\n        self.slice_size = slice_size\n\n    @classmethod\n    def get_normalized_name(cls) -> str:\n        \"\"\"Get the normalized name of the evaluator.\"\"\"\n        return normalize_string(cls.__name__, suffix=Evaluator.__name__)\n\n    @abstractmethod\n    def process_tail_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        \"\"\"Process a batch of triples with their computed tail scores for all entities.\n\n        :param hrt_batch: shape: (batch_size, 3)\n        :param true_scores: shape: (batch_size)\n        :param scores: shape: (batch_size, num_entities)\n        :param dense_positive_mask: shape: (batch_size, num_entities)\n            An optional binary (0/1) tensor indicating other true entities.\n        \"\"\"\n        raise NotImplementedError\n\n    @abstractmethod\n    def process_head_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        \"\"\"Process a batch of triples with their computed head scores for all entities.\n\n        :param hrt_batch: shape: (batch_size, 3)\n        :param true_scores: shape: (batch_size)\n        :param scores: shape: (batch_size, num_entities)\n        :param dense_positive_mask: shape: (batch_size, num_entities)\n            An optional binary (0/1) tensor indicating other true entities.\n        \"\"\"\n        raise NotImplementedError\n\n    @abstractmethod\n    def finalize(self) -> MetricResults:\n        \"\"\"Compute the final results, and clear buffers.\"\"\"\n        raise NotImplementedError\n\n    def evaluate(\n        self,\n        model: Model,\n        mapped_triples: Optional[MappedTriples] = None,\n        additional_filter_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n        batch_size: Optional[int] = None,\n        slice_size: Optional[int] = None,\n        device: Optional[torch.device] = None,\n        use_tqdm: bool = True,\n        tqdm_kwargs: Optional[Mapping[str, str]] = None,\n        restrict_entities_to: Optional[torch.LongTensor] = None,\n        do_time_consuming_checks: bool = True,\n    ) -> MetricResults:\n        \"\"\"Run :func:`pykeen.evaluation.evaluate` with this evaluator.\"\"\"\n        if mapped_triples is None:\n            mapped_triples = model.triples_factory.mapped_triples\n\n        if batch_size is None and model.automatic_memory_optimization:\n            batch_size, slice_size = self.batch_and_slice(\n                model=model,\n                mapped_triples=mapped_triples,\n                additional_filter_triples=additional_filter_triples,\n                batch_size=batch_size,\n                device=device,\n                use_tqdm=False,\n                restrict_entities_to=restrict_entities_to,\n                do_time_consuming_checks=do_time_consuming_checks,\n            )\n            # The batch_size and slice_size should be accessible to outside objects for re-use, e.g. early stoppers.\n            self.batch_size = batch_size\n            self.slice_size = slice_size\n\n            # Clear the ranks from the current evaluator\n            self.finalize()\n\n        return evaluate(\n            model=model,\n            mapped_triples=mapped_triples,\n            additional_filtered_triples=additional_filter_triples,\n            evaluators=self,\n            batch_size=batch_size,\n            slice_size=slice_size,\n            device=device,\n            squeeze=True,\n            use_tqdm=use_tqdm,\n            tqdm_kwargs=tqdm_kwargs,\n            restrict_entities_to=restrict_entities_to,\n            do_time_consuming_checks=do_time_consuming_checks,\n        )\n\n    def batch_and_slice(\n        self,\n        model: Model,\n        mapped_triples: MappedTriples,\n        additional_filter_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n        batch_size: Optional[int] = None,\n        device: Optional[torch.device] = None,\n        use_tqdm: bool = False,\n        restrict_entities_to: Optional[torch.LongTensor] = None,\n        do_time_consuming_checks: bool = True,\n    ) -> Tuple[int, Optional[int]]:\n        \"\"\"Find the maximum possible batch_size and slice_size for evaluation with the current setting.\n\n        The speed of evaluation can be greatly increased when the batch_size is increased, therefore this function\n        estimates the maximal possible batch_size for the evaluation by starting with the batch_size given as argument\n        and increasing it until the hardware runs out-of-memory(OOM). In some cases, i.e. with very large models or very\n        large datasets, even the batch_size 1 is too big for the hardware at hand. In these cases, this function will\n        check if the model at hand allows slicing (this needs to be implemented for the affected scoring functions) and,\n        if possible, will search the maximum possible slice_size that would still allow to calculate the model with the\n        given parameters on the hardware at hand.\n\n        :param model:\n            The model to evaluate.\n        :param mapped_triples:\n            The triples on which to evaluate.\n        :param batch_size:\n            The initial batch size to start with. None defaults to number_of_triples.\n        :param device:\n            The device on which the evaluation shall be run. If None is given, use the model's device.\n        :param use_tqdm:\n            Should a progress bar be displayed?\n        :param restrict_entities_to:\n            Whether to restrict the evaluation to certain entities of interest.\n\n        :return:\n            Maximum possible batch size and, if necessary, the slice_size, which defaults to None.\n\n        :raises MemoryError:\n            If it is not possible to evaluate the model on the hardware at hand with the given parameters.\n        \"\"\"\n        batch_size, evaluated_once = self._param_size_search(\n            key='batch_size',\n            start_value=batch_size,\n            model=model,\n            mapped_triples=mapped_triples,\n            additional_filter_triples=additional_filter_triples,\n            device=device,\n            use_tqdm=use_tqdm,\n            restrict_entities_to=restrict_entities_to,\n            do_time_consuming_checks=do_time_consuming_checks,\n        )\n\n        if evaluated_once:  # slice_size = None\n            return batch_size, None\n\n        # We need to try slicing, if the evaluation for the batch_size search never succeeded\n        slice_size, evaluated_once = self._param_size_search(\n            key='slice_size',\n            # Since the batch_size search with size 1, i.e. one tuple ((h, r) or (r, t)) scored on all entities,\n            # must have failed to start slice_size search, we start with trying half the entities.\n            start_value=ceil(model.num_entities / 2),\n            model=model,\n            mapped_triples=mapped_triples,\n            additional_filter_triples=additional_filter_triples,\n            device=device,\n            use_tqdm=use_tqdm,\n            restrict_entities_to=restrict_entities_to,\n            do_time_consuming_checks=False,\n        )\n        if not evaluated_once:\n            raise MemoryError(\"The current model can't be trained on this hardware with these parameters.\")\n\n        return batch_size, slice_size\n\n    def _param_size_search(\n        self,\n        key: str,\n        start_value: int,\n        model: Model,\n        mapped_triples: MappedTriples,\n        additional_filter_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n        device: Optional[torch.device] = None,\n        use_tqdm: bool = False,\n        restrict_entities_to: Optional[torch.LongTensor] = None,\n        do_time_consuming_checks: bool = True,\n    ) -> Tuple[int, bool]:\n        values_dict = {}\n        maximum_triples = mapped_triples.shape[0]\n        if key == 'batch_size':\n            if start_value is None:\n                start_value = 256\n            if start_value > maximum_triples:\n                start_value = maximum_triples\n            values_dict[key] = start_value\n            values_dict['slice_size'] = None\n        elif key == 'slice_size':\n            self._check_slicing_availability(model, batch_size=1)\n            values_dict[key] = start_value\n            values_dict['batch_size'] = 1\n        else:\n            raise AttributeError(f'The parameter {key} is unknown.')\n        reached_max = False\n        evaluated_once = False\n        logger.info(f'Starting {key} search for evaluation now...')\n        while True:\n            logger.debug(f'Trying {key}={values_dict[key]}')\n            try:\n                # The cache of the previous run has to be freed to allow accurate memory availability estimates\n                gc.collect()\n                torch.cuda.empty_cache()\n                evaluate(\n                    **values_dict,\n                    model=model,\n                    mapped_triples=mapped_triples,\n                    additional_filtered_triples=additional_filter_triples,\n                    evaluators=self,\n                    only_size_probing=True,\n                    device=device,\n                    squeeze=True,\n                    use_tqdm=use_tqdm,\n                    restrict_entities_to=restrict_entities_to,\n                    do_time_consuming_checks=do_time_consuming_checks,\n                )\n                evaluated_once = True\n            except RuntimeError as runtime_error:\n                # Due to the caused OOM Runtime Error, the failed model has to be cleared to avoid memory leakage\n                for p in model.parameters():\n                    if p.grad is not None:\n                        del p.grad  # free some memory\n                # The cache of the previous run has to be freed to allow accurate memory availability estimates\n                gc.collect()\n                torch.cuda.empty_cache()\n                if not is_cudnn_error(runtime_error) and not is_cuda_oom_error(runtime_error):\n                    raise runtime_error\n                if values_dict[key] == 1:\n                    logger.debug(\n                        f\"Even {key} {values_dict[key]} does not fit into your memory with these parameters.\",\n                    )\n                    break\n\n                values_dict[key] //= 2\n                reached_max = True\n                if evaluated_once:\n                    logger.info(f'Concluded {key} search with batch_size={values_dict[key]}.')\n                    break\n                else:\n                    logger.debug(f'The {key} {values_dict[key]} was too big, trying less now')\n            else:\n                # The cache of the previous run has to be freed to allow accurate memory availability estimates\n                gc.collect()\n                torch.cuda.empty_cache()\n                if not reached_max and values_dict['batch_size'] < maximum_triples:\n                    values_dict[key] *= 2\n                else:\n                    logger.info(f'Concluded {key} search with batch_size={values_dict[key]}.')\n                    break\n\n        return values_dict[key], evaluated_once\n\n    @staticmethod\n    def _check_slicing_availability(model: Model, batch_size: int) -> None:\n        # Test if slicing is implemented for the required functions of this model\n        if model.triples_factory.create_inverse_triples:\n            if not model.can_slice_t:\n                raise MemoryError(f\"The current model can't be evaluated on this hardware with these parameters, as \"\n                                  f\"evaluation batch_size={batch_size} is too big and slicing is not implemented for \"\n                                  f\"this model yet.\")\n        elif not model.can_slice_t or not model.can_slice_h:\n            raise MemoryError(f\"The current model can't be evaluated on this hardware with these parameters, as \"\n                              f\"evaluation batch_size={batch_size} is too big and slicing is not implemented for this \"\n                              f\"model yet.\")\n\n\ndef create_sparse_positive_filter_(\n    hrt_batch: MappedTriples,\n    all_pos_triples: torch.LongTensor,\n    relation_filter: torch.BoolTensor = None,\n    filter_col: int = 0,\n) -> Tuple[torch.LongTensor, torch.BoolTensor]:\n    \"\"\"Compute indices of all positives.\n\n    For simplicity, only the head-side is described, i.e. filter_col=0. The tail-side is processed alike.\n\n    For each (h, r, t) triple in the batch, the entity identifiers are computed such that (h', r, t) exists in all\n    positive triples.\n\n    :param hrt_batch: shape: (batch_size, 3)\n        A batch of triples.\n    :param all_pos_triples: shape: (num_positive_triples, 3)\n        All positive triples to base the filtering on.\n    :param relation_filter: shape: (batch_size, num_positive_triples)\n        A boolean mask R[i, j] which is True iff the j-th positive triple contains the same relation as the i-th triple\n        in the batch.\n    :param filter_col:\n        The column along which to filter. Allowed are {0, 2}, where 0 corresponds to filtering head-based and 2\n        corresponds to filtering tail-based.\n\n    :return:\n        - positives, shape: (2, m)\n            The indices of positives in format [(batch_index, entity_id)].\n        - the relation filter for re-usage.\n    \"\"\"\n    if filter_col not in {0, 2}:\n        raise NotImplementedError(\n            'This code has only been written for updating head (filter_col=0) or '\n            f'tail (filter_col=2) mask, but filter_col={filter_col} was given.',\n        )\n\n    if relation_filter is None:\n        relations = hrt_batch[:, 1:2]\n        relation_filter = (all_pos_triples[:, 1:2]).view(1, -1) == relations\n\n    # Split batch\n    other_col = 2 - filter_col\n    entities = hrt_batch[:, other_col:other_col + 1]\n\n    entity_filter_test = (all_pos_triples[:, other_col:other_col + 1]).view(1, -1) == entities\n    filter_batch = (entity_filter_test & relation_filter).nonzero(as_tuple=False)\n    filter_batch[:, 1] = all_pos_triples[:, filter_col:filter_col + 1].view(1, -1)[:, filter_batch[:, 1]]\n\n    return filter_batch, relation_filter\n\n\ndef create_dense_positive_mask_(\n    zero_tensor: torch.FloatTensor,\n    filter_batch: torch.LongTensor,\n) -> torch.FloatTensor:\n    \"\"\"Construct dense positive mask.\n\n    :param zero_tensor: shape: (batch_size, num_entities)\n        A tensor of zeros of suitable shape.\n    :param filter_batch: shape: (m, 2)\n        The indices of all positives in format (batch_index, entity_id)\n    :return:\n        The dense positive mask with x[b, i] = 1 iff (b, i) in filter_batch.\n    \"\"\"\n    zero_tensor[filter_batch[:, 0], filter_batch[:, 1]] = 1\n\n    return zero_tensor\n\n\ndef filter_scores_(\n    scores: torch.FloatTensor,\n    filter_batch: torch.LongTensor,\n) -> torch.FloatTensor:\n    \"\"\"Filter scores by setting true scores to NaN.\n\n    :param scores: shape: (batch_size, num_entities)\n        The scores for all corrupted triples (including the currently considered true triple). Are modified *in-place*.\n    :param filter_batch: (m, 2)\n        The indices of all positives.\n\n    :return:\n        A reference to the scores, which have been updated in-place.\n    \"\"\"\n    # Bind shape\n    batch_size, num_entities = scores.shape\n\n    # Set all filtered triples to NaN to ensure their exclusion in subsequent calculations\n    scores[filter_batch[:, 0], filter_batch[:, 1]] = float('nan')\n\n    # Warn if all entities will be filtered\n    # (scores != scores) yields true for all NaN instances (IEEE 754), thus allowing to count the filtered triples.\n    if ((scores != scores).sum(dim=1) == num_entities).any():\n        logger.warning(\n            \"User selected filtered metric computation, but all corrupted triples exists also as positive \"\n            \"triples\",\n        )\n\n    return scores\n\n\ndef evaluate(\n    model: Model,\n    mapped_triples: MappedTriples,\n    evaluators: Union[Evaluator, Collection[Evaluator]],\n    additional_filtered_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n    only_size_probing: bool = False,\n    batch_size: Optional[int] = None,\n    slice_size: Optional[int] = None,\n    device: Optional[torch.device] = None,\n    squeeze: bool = True,\n    use_tqdm: bool = True,\n    tqdm_kwargs: Optional[Mapping[str, str]] = None,\n    restrict_entities_to: Optional[torch.LongTensor] = None,\n    do_time_consuming_checks: bool = True,\n) -> Union[MetricResults, List[MetricResults]]:\n    \"\"\"Evaluate metrics for model on mapped triples.\n\n    The model is used to predict scores for all tails and all heads for each triple. Subsequently, each abstract\n    evaluator is applied to the scores, also receiving the batch itself (e.g. to compute entity-specific metrics).\n    Thereby, the (potentially) expensive score computation against all entities is done only once. The metric evaluators\n    are expected to maintain their own internal buffers. They are returned after running the evaluation, and should\n    offer a possibility to extract some final metrics.\n\n    :param model:\n        The model to evaluate.\n    :param mapped_triples:\n        The triples on which to evaluate.\n    :param evaluators:\n        An evaluator or a list of evaluators working on batches of triples and corresponding scores.\n    :param only_size_probing:\n        The evaluation is only performed for two batches to test the memory footprint, especially on GPUs.\n    :param batch_size: >0\n        A positive integer used as batch size. Generally chosen as large as possible. Defaults to 1 if None.\n    :param slice_size: >0\n        The divisor for the scoring function when using slicing.\n    :param device:\n        The device on which the evaluation shall be run. If None is given, use the model's device.\n    :param squeeze:\n        Return a single instance of :class:`MetricResults` if only one evaluator was given.\n    :param use_tqdm:\n        Should a progress bar be displayed?\n    :param restrict_entities_to:\n        Optionally restrict the evaluation to the given entity IDs. This may be useful if one is only interested in a\n        part of the entities, e.g. due to type constraints, but wants to train on all available data. For ranking the\n        entities, we still compute all scores for all possible replacement entities to avoid irregular access patterns\n        which might decrease performance, but the scores with afterwards be filtered to only keep those of interest.\n        If provided, we assume that the triples are already filtered, such that it only contains the entities of\n        interest.\n    :param do_time_consuming_checks:\n        Whether to perform some time consuming checks on the provided arguments. Currently, this encompasses:\n        - If restrict_entities_to is not None, check whether the triples have been filtered.\n        Disabling this option can accelerate the method.\n    \"\"\"\n    if isinstance(evaluators, Evaluator):  # upgrade a single evaluator to a list\n        evaluators = [evaluators]\n\n    start = timeit.default_timer()\n\n    # verify that the triples have been filtered\n    if restrict_entities_to is not None and do_time_consuming_checks:\n        present_entity_ids = set(get_unique_entity_ids_from_triples_tensor(mapped_triples=mapped_triples).tolist())\n        unwanted = present_entity_ids.difference(restrict_entities_to.tolist())\n        if len(unwanted) > 0:\n            raise ValueError(f'mapped_triples contains IDs of entities which are not contained in restrict_entities_to:'\n                             f'{unwanted}. This will invalidate the evaluation results.')\n\n    # Send to device\n    if device is not None:\n        model = model.to(device)\n    device = model.device\n\n    # Ensure evaluation mode\n    model.eval()\n\n    # Split evaluators into those which need unfiltered results, and those which require filtered ones\n    filtered_evaluators = list(filter(lambda e: e.filtered, evaluators))\n    unfiltered_evaluators = list(filter(lambda e: not e.filtered, evaluators))\n\n    # Check whether we need to be prepared for filtering\n    filtering_necessary = len(filtered_evaluators) > 0\n\n    # Check whether an evaluator needs access to the masks\n    # This can only be an unfiltered evaluator.\n    positive_masks_required = any(e.requires_positive_mask for e in unfiltered_evaluators)\n\n    # Prepare for result filtering\n    if filtering_necessary or positive_masks_required:\n        #all_pos_triples = torch.cat([model.triples_factory.mapped_triples, mapped_triples], dim=0)\n        if additional_filtered_triples is None:\n            logger.warning(\"The filtered setting was enabled, but there were no `additional_filtered_triples\"\n                           \"given. This means you probably forgot to pass (at least) the training triples. Try:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples]\"\n                           \"Or if you want to use the Bordes et al. (2013) approach to filtering, do:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples,dataset.validation.mapped_triples,]\")\n            all_pos_triples = mapped_triples\n        elif isinstance(additional_filtered_triples, (list, tuple)):\n            all_pos_triples = torch.cat([*additional_filtered_triples, mapped_triples], dim=0)\n        else:\n            all_pos_triples = torch.cat([additional_filtered_triples, mapped_triples], dim=0)\n        all_pos_triples = all_pos_triples.to(device=device)\n    else:\n        all_pos_triples = None\n\n    # Send tensors to device\n    mapped_triples = mapped_triples.to(device=device)\n\n    # Prepare batches\n    if batch_size is None:\n        batch_size = 1\n    batches = split_list_in_batches_iter(input_list=mapped_triples, batch_size=batch_size)\n\n    # Show progressbar\n    num_triples = mapped_triples.shape[0]\n\n    # Flag to check when to quit the size probing\n    evaluated_once = False\n\n    # Disable gradient tracking\n    _tqdm_kwargs = dict(\n        desc=f'Evaluating on {model.device}',\n        total=num_triples,\n        unit='triple',\n        unit_scale=True,\n        # Choosing no progress bar (use_tqdm=False) would still show the initial progress bar without disable=True\n        disable=not use_tqdm,\n    )\n    if tqdm_kwargs:\n        _tqdm_kwargs.update(tqdm_kwargs)\n    with optional_context_manager(use_tqdm, tqdm(**_tqdm_kwargs)) as progress_bar, torch.no_grad():\n        # batch-wise processing\n        for batch in batches:\n            batch_size = batch.shape[0]\n            relation_filter = None\n            for column in (0, 2):\n                relation_filter = _evaluate_batch(\n                    batch=batch,\n                    model=model,\n                    column=column,\n                    filtered_evaluators=filtered_evaluators,\n                    unfiltered_evaluators=unfiltered_evaluators,\n                    slice_size=slice_size,\n                    all_pos_triples=all_pos_triples,\n                    relation_filter=relation_filter,\n                    restrict_entities_to=restrict_entities_to,\n                    positive_masks_required=positive_masks_required,\n                    filtering_necessary=filtering_necessary,\n                )\n\n            # If we only probe sizes we do not need more than one batch\n            if only_size_probing and evaluated_once:\n                break\n\n            evaluated_once = True\n\n            if use_tqdm:\n                progress_bar.update(batch_size)\n\n        # Finalize\n        results = [evaluator.finalize() for evaluator in evaluators]\n\n    stop = timeit.default_timer()\n    if only_size_probing:\n        logger.debug(\"Evaluation took %.2fs seconds\", stop - start)\n    else:\n        logger.info(\"Evaluation took %.2fs seconds\", stop - start)\n\n    if squeeze and len(results) == 1:\n        return results[0]\n\n    return results\n\n\ndef _evaluate_batch(\n    batch: MappedTriples,\n    model: Model,\n    column: int,\n    filtered_evaluators: Collection[Evaluator],\n    unfiltered_evaluators: Collection[Evaluator],\n    slice_size: Optional[int],\n    all_pos_triples: Optional[MappedTriples],\n    relation_filter: Optional[torch.BoolTensor],\n    restrict_entities_to: Optional[torch.LongTensor],\n    positive_masks_required: bool,\n    filtering_necessary: bool,\n) -> torch.BoolTensor:\n    \"\"\"\n    Evaluate batch for all head predictions(column=0), or all tail predictions (column=2).\n\n    :param batch: shape: (batch_size, 3)\n        The batch of currently evaluated triples.\n    :param model:\n        The model to evaluate.\n    :param column:\n        The column which to evaluate. Either 0 for head prediction, or 2 for tail prediction.\n    :param filtered_evaluators:\n        The evaluators which work on filtered scores.\n    :param unfiltered_evaluators:\n        The evaluators which work on unfiltered scores.\n    :param slice_size:\n        An optional slice size for computing the scores.\n    :param all_pos_triples:\n        All positive triples (required if filtering is necessary).\n    :param relation_filter:\n        The relation filter. Can be re-used.\n    :param restrict_entities_to:\n        Restriction to evaluate only for these entities.\n    :param positive_masks_required:\n        Whether dense positive masks are required (by any unfiltered evaluator).\n    :param filtering_necessary:\n        Whether filtering is necessary.\n\n    :return:\n        The relation filter, which can be re-used for the same batch.\n    \"\"\"\n    if column not in {0, 2}:\n        raise ValueError(f'column must be either 0 or 2, but is column={column}')\n\n    # Predict scores once\n    if column == 2:  # tail scores\n        batch_scores_of_corrupted = model.predict_scores_all_tails(batch[:, 0:2], slice_size=slice_size)\n    else:\n        batch_scores_of_corrupted = model.predict_scores_all_heads(batch[:, 1:3], slice_size=slice_size)\n\n    # Select scores of true\n    batch_scores_of_true = batch_scores_of_corrupted[\n        torch.arange(0, batch.shape[0]),\n        batch[:, column],\n    ]\n\n    # Create positive filter for all corrupted\n    if filtering_necessary or positive_masks_required:\n        # Needs all positive triples\n        if all_pos_triples is None:\n            raise ValueError('If filtering_necessary of positive_masks_required is True, all_pos_triples has to be '\n                             'provided, but is None.')\n\n        # Create filter\n        positive_filter, relation_filter = create_sparse_positive_filter_(\n            hrt_batch=batch,\n            all_pos_triples=all_pos_triples,\n            relation_filter=relation_filter,\n            filter_col=column,\n        )\n\n    # Create a positive mask with the size of the scores from the positive filter\n    if positive_masks_required:\n        positive_mask = create_dense_positive_mask_(\n            zero_tensor=torch.zeros_like(batch_scores_of_corrupted),\n            filter_batch=positive_filter,\n        )\n    else:\n        positive_mask = None\n\n    # Restrict to entities of interest\n    if restrict_entities_to is not None:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted[:, restrict_entities_to]\n        positive_mask = positive_mask[:, restrict_entities_to]\n    else:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted\n\n    # Evaluate metrics on these *unfiltered* scores\n    for unfiltered_evaluator in unfiltered_evaluators:\n        if column == 2:  # tail scores\n            process = unfiltered_evaluator.process_tail_scores_\n        else:\n            process = unfiltered_evaluator.process_head_scores_\n        process(\n            hrt_batch=batch,\n            true_scores=batch_scores_of_true[:, None],\n            scores=batch_scores_of_corrupted_,\n            dense_positive_mask=positive_mask,\n        )\n\n    # Filter\n    if filtering_necessary:\n        batch_filtered_scores_of_corrupted = filter_scores_(\n            scores=batch_scores_of_corrupted,\n            filter_batch=positive_filter,\n        )\n\n        # The scores for the true triples have to be rewritten to the scores tensor\n        batch_filtered_scores_of_corrupted[\n            torch.arange(0, batch.shape[0]),\n            batch[:, column],\n        ] = batch_scores_of_true\n\n        # Restrict to entities of interest\n        if restrict_entities_to is not None:\n            batch_filtered_scores_of_corrupted = batch_filtered_scores_of_corrupted[:, restrict_entities_to]\n\n        # Evaluate metrics on these *filtered* scores\n        for filtered_evaluator in filtered_evaluators:\n            if column == 2:  # tail scores\n                process = filtered_evaluator.process_tail_scores_\n            else:\n                process = filtered_evaluator.process_head_scores_\n            process(\n                hrt_batch=batch,\n                true_scores=batch_scores_of_true[:, None],\n                scores=batch_filtered_scores_of_corrupted,\n            )\n\n    return relation_filter\n"
  },
  {
    "path": "lp_rp/pykeen105/negative_sampler.py",
    "content": "from pykeen.sampling import NegativeSampler\nimport pdb\nimport os\nimport torch\nimport numpy as np\nfrom collections import defaultdict\nimport pickle\n\n\ndef get_true_subject_and_object_per_graph(triples):\n    true_head = defaultdict(lambda: defaultdict(list))\n    true_tail = defaultdict(lambda: defaultdict(list))\n    true_relations = defaultdict(lambda: defaultdict(list))\n    for head, relation, tail in triples:\n        head, relation, tail = head.item(), relation.item(), tail.item()\n        true_tail[head][relation].append(tail)\n        true_head[tail][relation].append(head)\n        true_relations[head][tail].append(relation)\n\n    # this is correct\n    for head in true_tail:\n        for relation in true_tail[head]:\n            true_tail[head][relation] = np.array(true_tail[head][relation])\n\n    for tail in true_head:\n        for relation in true_head[tail]:\n            true_head[tail][relation] = np.array(true_head[tail][relation])\n\n    for head in true_relations:\n        for tail in true_relations[head]:\n            true_relations[head][tail] = np.array(true_relations[head][tail])\n\n    return dict(true_head), dict(true_tail), dict(true_relations)\n\n\nclass FilteredNegativeSampler(NegativeSampler):\n    def __init__(self, triples_factory, num_negs_per_pos=None, dataset_name='fb15k237'):\n        super(FilteredNegativeSampler, self).__init__(triples_factory, num_negs_per_pos)\n        true_head_path = os.path.join(\"cached_input\", dataset_name, \"true_heads.pt\")\n        true_tail_path = os.path.join(\"cached_input\", dataset_name, \"true_tails.pt\")\n        true_relations_path = os.path.join(\"cached_input\", dataset_name, \"true_relations.pt\")\n        if os.path.exists(true_head_path) and os.path.exists(true_tail_path) and os.path.exists(true_relations_path):\n            with open(true_head_path, 'rb') as handle:\n                self.true_head = pickle.load(handle)\n            with open(true_tail_path, 'rb') as handle:\n                self.true_tail = pickle.load(handle)\n            with open(true_relations_path, 'rb') as handle:\n                self.true_relations = pickle.load(handle)\n        else:\n            os.makedirs(os.path.join(\"cached_input\", dataset_name))\n            self.true_head, self.true_tail, self.true_relations = \\\n                get_true_subject_and_object_per_graph(triples_factory.mapped_triples)\n            with open(true_head_path, 'wb') as handle:\n                pickle.dump(self.true_head, handle)\n            with open(true_tail_path, 'wb') as handle:\n                pickle.dump(self.true_tail, handle)\n            with open(true_relations_path, 'wb') as handle:\n                pickle.dump(self.true_relations, handle)\n\n    def sample_entities(self, h, r, t, corrput_head=True):\n        true_entities = self.true_head[t][r] if corrput_head else self.true_tail[h][r]\n        negative_sample_list = []\n        negative_sample_size = 0\n\n        while negative_sample_size < self.num_negs_per_pos:\n            negative_sample = np.random.choice(self.num_entities - 1, size=self.num_negs_per_pos)\n            mask = np.in1d(\n                negative_sample,\n                true_entities,\n                assume_unique=True,\n                invert=True\n            )\n            negative_sample = negative_sample[mask]\n            negative_sample_list.append(negative_sample)\n            negative_sample_size += negative_sample.size\n        return np.concatenate(negative_sample_list)[:self.num_negs_per_pos]\n\n    def sample(self, positive_batch: torch.LongTensor) -> torch.LongTensor:\n        \"\"\"Generate negative samples from the positive batch.\"\"\"\n        half = positive_batch.shape[0] // 2\n        negative_batch_entity = positive_batch.repeat(self.num_negs_per_pos, 1).view(-1, positive_batch.shape[0], 3)\n\n        # Sample random entities as replacement\n        for i in range(len(positive_batch)):\n            h, r, t = positive_batch[i]\n            h, r, t = h.item(), r.item(), t.item()\n\n            if i < half:\n                negative_head = torch.from_numpy(self.sample_entities(h, r, t, corrput_head=True))\n                negative_batch_entity[:, i, 0] = negative_head\n            else:\n                negative_tail = torch.from_numpy(self.sample_entities(h, r, t, corrput_head=False))\n                negative_batch_entity[:, i, 2] = negative_tail\n            # pdb.set_trace()\n\n        return negative_batch_entity.view(-1, 3)\n\n\nclass RelationalNegativeSampler(FilteredNegativeSampler):\n\n    def __init__(self, triples_factory, num_negs_per_pos=None, num_negs_per_pos_rel=None, dataset_name=None):\n        super(RelationalNegativeSampler, self).__init__(triples_factory, num_negs_per_pos, dataset_name)\n        self.num_negs_per_pos_rel = num_negs_per_pos_rel if num_negs_per_pos_rel is not None else 1\n\n    @property\n    def num_relations(self) -> int:  # noqa: D401\n        \"\"\"The number of entities to sample from.\"\"\"\n        return self.triples_factory.num_relations\n\n    def sample_relations(self, h, t):\n        true_relations = self.true_relations[h][t]\n        negative_sample_list = []\n        negative_sample_size = 0\n\n        while negative_sample_size < self.num_negs_per_pos_rel:\n            negative_sample = np.random.choice(self.num_relations - 1, size=self.num_negs_per_pos_rel)\n            mask = np.in1d(\n                negative_sample,\n                true_relations,\n                assume_unique=True,\n                invert=True\n            )\n            negative_sample = negative_sample[mask]\n            negative_sample_list.append(negative_sample)\n            negative_sample_size += negative_sample.size\n\n        return np.concatenate(negative_sample_list)[:self.num_negs_per_pos_rel]\n\n    def sample(self, positive_batch):\n        bsz = positive_batch.shape[0]\n        negative_entities = super().sample(positive_batch)\n        negative_relations = positive_batch.repeat(self.num_negs_per_pos_rel, 1).view(-1, bsz, 3)\n\n        for i in range(len(positive_batch)):\n            h, r, t = positive_batch[i]\n            h, r, t = h.item(), r.item(), t.item()\n            negative_relation = torch.from_numpy(self.sample_relations(h, t))\n            negative_relations[:, i, 1] = negative_relation\n\n        return torch.cat([negative_entities, negative_relations.view(-1, 3)])\n"
  },
  {
    "path": "lp_rp/pykeen105/nodepiece_rotate.py",
    "content": "import torch\nimport random\nimport numpy as np\nfrom torch.nn import functional\nfrom torch.nn import TransformerEncoder, TransformerEncoderLayer\nfrom typing import Optional\nfrom collections import Counter, defaultdict\n\nfrom torch import nn\nfrom pykeen.losses import Loss\nfrom pykeen.triples import TriplesFactory\nfrom pykeen.models import Model\nfrom tqdm import tqdm\nfrom nodepiece_tokenizer import NodePiece_Tokenizer\n\n\nclass NodePieceRotate(Model):\n\n    def __init__(self,\n                 tokenizer: NodePiece_Tokenizer = None,\n                 triples: TriplesFactory = None,\n                 device: torch.device = None,\n                 loss: Loss = None,\n                 max_paths: int = None,  # max anchors per node\n                 subbatch: int = 32,\n                 max_seq_len: int = None,  # tied with anchor distances\n                 embedding_dim: int = 100,\n                 hid_dim: int = 200,  # hidden dim for the hash encoder\n                 num_heads: int = 4,  # for Trf\n                 num_layers: int = 2,  # for Trf\n                 pooler: str = \"cat\",  # \"cat\" or \"trf\"\n                 drop_prob: float = 0.1,  # dropout\n                 use_distances: bool = True,\n                 rel_policy: str = \"sum\",\n                 random_hashes: int = 0,  # for ablations\n                 nearest: bool = True,  # use only K nearest anchors per node\n                 sample_rels: int = 0,  # size of the relational context\n                 ablate_anchors: bool = False,  # for ablations - node hashes will be constructed only from the relational context\n                 tkn_mode: str = \"path\",  # default NodePiece vocabularization strategy\n                 ):\n\n        super().__init__(\n            triples_factory=triples,\n            loss=loss,\n            predict_with_sigmoid=False,\n            automatic_memory_optimization=False,\n            preferred_device=device,\n        )\n\n        self.pooler = pooler\n        self.policy = rel_policy\n        self.nearest = nearest\n        self.sample_rels = sample_rels\n        self.ablate_anchors = ablate_anchors\n        self.tkn_mode = tkn_mode\n\n        # cat pooler - concat all anchors+relations in one big vector, pass through a 2-layer MLP\n        if pooler == \"cat\":\n            self.set_enc = nn.Sequential(\n                nn.Linear(embedding_dim * (max_paths + sample_rels), embedding_dim * 2), nn.Dropout(drop_prob), nn.ReLU(),\n                nn.Linear(embedding_dim * 2, embedding_dim)\n            ) if not self.ablate_anchors else nn.Sequential(\n                nn.Linear(embedding_dim * sample_rels, embedding_dim * 2), nn.Dropout(drop_prob), nn.ReLU(),\n                nn.Linear(embedding_dim * 2, embedding_dim)\n            )\n        # trf pooler - vanilla transformer encoder with mean pooling on top\n        elif pooler == \"trf\":\n            encoder_layer = TransformerEncoderLayer(\n                d_model=embedding_dim,\n                nhead=num_heads,\n                dim_feedforward=hid_dim,\n                dropout=drop_prob,\n            )\n            self.set_enc = TransformerEncoder(encoder_layer=encoder_layer, num_layers=num_layers)\n\n\n\n        self.device = device\n        self.loss = loss\n        self.triples_factory = triples\n        self.tokenizer = tokenizer\n        self.random_hashes = random_hashes\n\n        self.subbatch = subbatch\n        self.embedding_dim = embedding_dim\n        self.real_embedding_dim = embedding_dim // 2  # RotatE interaction assumes vectors conists of two parts: real and imaginary\n\n        self.max_seq_len = max_seq_len\n        self.sample_paths = max_paths\n        self.use_distances = use_distances\n\n        # pykeen stuff\n        self.automatic_memory_optimization = False\n        self.tokenizer.token2id[self.tokenizer.NOTHING_TOKEN] = len(tokenizer.token2id) - 1  # TODO this is a bugfix as PathTrfEncoder puts its own index here\n\n        self.anchor_embeddings = nn.Embedding(len(tokenizer.token2id), embedding_dim=embedding_dim, padding_idx=self.tokenizer.token2id[tokenizer.PADDING_TOKEN])\n        self.relation_embeddings = nn.Embedding(self.triples_factory.num_relations + 1, embedding_dim=embedding_dim, padding_idx=self.triples_factory.num_relations)\n        self.dist_emb = nn.Embedding(self.max_seq_len, embedding_dim=embedding_dim)\n        self.entity_embeddings = None\n\n        # now fix anchors per node for each node in a graph, either deterministically or randomly\n        # we do it mostly for speed reasons, although this process can happen during the forward pass either\n        if self.random_hashes == 0:\n            if self.tkn_mode != \"bfs\":\n                # DETERMINISTIC strategy\n                if not self.nearest:\n                    # subsample paths, need to align them with distances\n                    sampled_paths = {\n                        entity: random.sample(paths, k=min(self.sample_paths, len(paths)))\n                        for entity, paths in self.tokenizer.vocab.items()\n                    }\n                elif self.nearest:\n                    # sort paths by length first and take K of them\n                    sampled_paths = {\n                        entity: sorted(paths, key=lambda x: len(x))[:min(self.sample_paths, len(paths))]\n                        for entity, paths in self.tokenizer.vocab.items()\n                    }\n                    self.max_seq_len = max(len(path) for k,v in sampled_paths.items() for path in v)\n                    print(f\"Changed max seq len from {max_seq_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n                hashes = [\n                    [self.tokenizer.token2id[path[0]] for path in paths] + [self.tokenizer.token2id[tokenizer.PADDING_TOKEN]]*(self.sample_paths - len(paths))\n                    for entity, paths in sampled_paths.items()\n                ]\n                distances = [\n                    [len(path)-1 for path in paths] + [0] *(self.sample_paths - len(paths))\n                    for entity, paths in sampled_paths.items()\n                ]\n                total_paths = [\n                    [len(paths)]\n                    for entity, paths in sampled_paths.items()\n                ]\n            else:\n                # only nearest neighbors mode\n                if not self.nearest:\n                    raise NotImplementedError(\"bfs mode works only with -nn True\")\n                hashes = [\n                    [self.tokenizer.token2id[token] for token in vals['ancs'][:min(self.sample_paths, len(vals['ancs']))]] + [self.tokenizer.token2id[tokenizer.PADDING_TOKEN]] * (self.sample_paths - len(vals['ancs']))\n                    for entity, vals in self.tokenizer.vocab.items()\n                ]\n                distances = [\n                    [d for d in vals['dists'][:min(self.sample_paths, len(vals['dists']))]] + [0] * (self.sample_paths - len(vals['dists']))\n                    for entity, vals in self.tokenizer.vocab.items()\n                ]\n                total_paths = distances\n                self.max_seq_len = max([d for row in distances for d in row])\n                print(f\"Changed max seq len from {max_seq_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.tensor(distances, dtype=torch.long, device=self.device)\n            self.total_paths = torch.tensor(total_paths, dtype=torch.long, device=self.device)\n\n        else:\n            # RANDOM strategy\n            # in this case, we bypass distances and won't use relations in the encoder\n            self.anchor_embeddings = nn.Embedding(self.random_hashes, embedding_dim=embedding_dim)\n            hashes = [\n                random.sample(list(range(random_hashes)), self.sample_paths)\n                for i in range(triples.num_entities)\n            ]\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.zeros((triples.num_entities, self.sample_paths), dtype=torch.long, device=self.device)\n            self.total_paths = torch.zeros((triples.num_entities, 1), dtype=torch.long, device=self.device)\n\n        # creating the relational context of M unique outgoing relation types for each node\n        if self.sample_rels > 0:\n            pad_idx = self.triples_factory.num_relations\n            e2r = defaultdict(set)\n            for row in self.triples_factory.mapped_triples:\n                e2r[row[0].item()].add(row[1].item())\n            len_stats = [len(v) for k,v in e2r.items()]\n            print(f\"Unique relations per node - min: {min(len_stats)}, avg: {np.mean(len_stats)}, 66th perc: {np.percentile(len_stats, 66)}, max: {max(len_stats)} \")\n            unique_1hop_relations = [\n                random.sample(e2r[i], k=min(self.sample_rels, len(e2r[i]))) + [pad_idx] * (self.sample_rels-min(len(e2r[i]), self.sample_rels))\n                for i in range(self.triples_factory.num_entities)\n            ]\n            self.unique_1hop_relations = torch.tensor(unique_1hop_relations, dtype=torch.long, device=self.device)\n\n\n    def _reset_parameters_(self):\n\n        if self.pooler != \"avg\":\n            for module in self.set_enc.modules():\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n            if self.pooler == \"mlp\":\n                for module in self.set_dec.modules():\n                    if module is self:\n                        continue\n                    if hasattr(module, \"reset_parameters\"):\n                        module.reset_parameters()\n\n\n        torch.nn.init.xavier_uniform_(self.anchor_embeddings.weight)\n        torch.nn.init.xavier_uniform_(self.dist_emb.weight)\n\n\n        if self.random_hashes == 0:\n            with torch.no_grad():\n                self.anchor_embeddings.weight[self.tokenizer.token2id[self.tokenizer.PADDING_TOKEN]] = torch.zeros(self.embedding_dim)\n                self.dist_emb.weight[0] = torch.zeros(self.embedding_dim)\n\n\n        # for RotatE: phases randomly between 0 and 2 pi\n        phases = 2 * np.pi * torch.rand(self.num_relations, self.real_embedding_dim, device=self.device)\n        relations = torch.stack([torch.cos(phases), torch.sin(phases)], dim=-1).detach()\n        assert torch.allclose(torch.norm(relations, p=2, dim=-1), phases.new_ones(size=(1, 1)))\n        self.relation_embeddings.weight.data[:-1] = relations.view(self.num_relations, self.embedding_dim)\n        self.relation_embeddings.weight.data[-1] = torch.zeros(self.embedding_dim)\n\n\n    def post_parameter_update(self):  # noqa: D102\n\n        # Make sure to call super first\n        super().post_parameter_update()\n\n        # Normalize relation embeddings\n        rel = self.relation_embeddings.weight.data.view(self.num_relations+1, self.real_embedding_dim, 2)\n        rel = functional.normalize(rel, p=2, dim=-1)\n        self.relation_embeddings.weight.data = rel.view(self.num_relations+1, self.embedding_dim)\n\n        self.entity_embeddings = None\n\n\n    def pool_anchors(self, anc_embs: torch.FloatTensor, mask: Optional[torch.BoolTensor] = None) -> torch.FloatTensor:\n        \"\"\"\n        input shape: (bs, num_anchors + relational_context, emb_dim)\n        output shape: (bs, emb_dim)\n        \"\"\"\n\n        if self.pooler == \"cat\":\n            anc_embs = anc_embs.view(anc_embs.shape[0], -1)\n            pooled = self.set_enc(anc_embs) if self.sample_paths != 1 else anc_embs\n        elif self.pooler == \"trf\":\n            pooled = self.set_enc(anc_embs.transpose(1, 0))  # output shape: (seq_len, bs, dim)\n            pooled = pooled.mean(dim=0)  # output shape: (bs, dim)\n\n        return pooled\n\n\n    def encode_by_index(self, entities: torch.LongTensor) -> torch.FloatTensor:\n\n        # take a node index and find its NodePiece hash\n\n        hashes, dists, ids = self.hashes[entities], self.distances[entities], self.total_paths[entities]\n\n        anc_embs = self.anchor_embeddings(hashes)\n        mask = None\n\n        if self.use_distances:\n            dist_embs = self.dist_emb(dists)\n            anc_embs += dist_embs\n\n        # for ablations: drop anchors entirely\n        if self.ablate_anchors:\n            anc_embs = torch.tensor([], device=self.device)\n\n        # add relational context (if its size > 0 )\n        if self.sample_rels > 0:\n            rels = self.unique_1hop_relations[entities]  # (bs, rel_sample_size)\n            rels = self.relation_embeddings(rels)   # (bs, rel_sample_size, dim)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask)  # (bs, dim)\n\n        return anc_embs\n\n\n    def get_all_representations(self):\n\n        # materialize embeddings for all nodes in a graph for scoring\n\n        temp_embs = torch.zeros((len(self.hashes), self.embedding_dim), dtype=torch.float, device=self.device)\n\n        vocab_keys = list(range(len(self.hashes)))\n        for i in tqdm(range(0, len(self.hashes), self.subbatch)):\n            entities = torch.tensor(vocab_keys[i: i+self.subbatch], dtype=torch.long, device=self.device)\n            embs = self.encode_by_index(entities)\n            temp_embs[i: i + self.subbatch, :] = embs\n\n        return temp_embs\n\n\n    @staticmethod\n    def pairwise_interaction_function(\n            h: torch.FloatTensor,\n            r: torch.FloatTensor,\n    ) -> torch.FloatTensor:\n\n        # Decompose into real and imaginary part\n        h_re = h[..., 0]\n        h_im = h[..., 1]\n        r_re = r[..., 0]\n        r_im = r[..., 1]\n\n        # Rotate (=Hadamard product in complex space).\n        rot_h = torch.cat(\n            [\n                h_re * r_re - h_im * r_im,\n                h_re * r_im + h_im * r_re,\n            ],\n            dim=-1,\n        )\n\n        return rot_h\n\n    @staticmethod\n    def interaction_function(\n        h: torch.FloatTensor,\n        r: torch.FloatTensor,\n        t: torch.FloatTensor,\n    ) -> torch.FloatTensor:\n\n        # Decompose into real and imaginary part\n        h_re = h[..., 0]\n        h_im = h[..., 1]\n        r_re = r[..., 0]\n        r_im = r[..., 1]\n\n        # Rotate (=Hadamard product in complex space).\n        rot_h = torch.stack(\n            [\n                h_re * r_re - h_im * r_im,\n                h_re * r_im + h_im * r_re,\n            ],\n            dim=-1,\n        )\n        # Workaround until https://github.com/pytorch/pytorch/issues/30704 is fixed\n        diff = rot_h - t\n        scores = -torch.norm(diff.view(diff.shape[:-2] + (-1,)), dim=-1)\n\n        return scores\n\n    def score_hrt(self, hrt_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n\n        # when training with large # of neg samples the hrt_batch size can be too big to fit into memory, so chunk it\n        if hrt_batch.shape[0] <= self.subbatch or self.subbatch == 0:\n            # Get embeddings\n            h = self.encode_by_index(hrt_batch[:, 0]).view(-1, self.real_embedding_dim, 2)\n            r = self.relation_embeddings(hrt_batch[:, 1]).view(-1, self.real_embedding_dim, 2)\n            t = self.encode_by_index(hrt_batch[:, 2]).view(-1, self.real_embedding_dim, 2)\n\n            # Compute scores\n            scores = self.interaction_function(h=h, r=r, t=t).view(-1, 1)\n        else:\n            scores = torch.zeros((hrt_batch.shape[0], 1), dtype=torch.float, device=hrt_batch.device)\n            for i in range(0, hrt_batch.shape[0], self.subbatch):\n                h = self.encode_by_index(hrt_batch[i: i+self.subbatch, 0]).view(-1, self.real_embedding_dim, 2)\n                r = self.relation_embeddings(hrt_batch[i: i+self.subbatch, 1]).view(-1, self.real_embedding_dim, 2)\n                t = self.encode_by_index(hrt_batch[i: i+self.subbatch, 2]).view(-1, self.real_embedding_dim, 2)\n\n                # Compute scores\n                scores[i: i+self.subbatch] = self.interaction_function(h=h, r=r, t=t).view(-1, 1)\n\n\n        return scores\n\n\n    def score_t(self, hr_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n        # Get embeddings\n        h = self.encode_by_index(hr_batch[:, 0]).view(-1, 1, self.real_embedding_dim, 2)\n        r = self.relation_embeddings(hr_batch[:, 1]).view(-1, 1, self.real_embedding_dim, 2)\n\n        # Rank against all entities, don't use hard negs, EXPENSIVE\n        t = self.get_all_representations().view(1, -1, self.real_embedding_dim, 2)\n\n        # Compute scores\n        if self.subbatch == 0:\n            scores = self.interaction_function(h=h, r=r, t=t)\n        else:\n            scores = torch.zeros((hr_batch.shape[0], t.shape[1]), dtype=torch.float, device=hr_batch.device)\n            for i in tqdm(range(0, t.shape[1], self.subbatch)):\n                temp_scores = self.interaction_function(h=h, r=r, t=t[:, i:i+self.subbatch, :, :])\n                scores[:, i:i+self.subbatch] = temp_scores\n\n        return scores\n\n    def score_h(self, rt_batch: torch.LongTensor) -> torch.FloatTensor:  # noqa: D102\n\n        # Get embeddings\n        r = self.relation_embeddings(rt_batch[:, 0]).view(-1, 1, self.real_embedding_dim, 2)\n        t = self.encode_by_index(rt_batch[:, 1]).view(-1, 1, self.real_embedding_dim, 2)\n\n        r_inv = torch.stack([r[:, :, :, 0], -r[:, :, :, 1]], dim=-1)\n\n        # Rank against all entities\n        h = self.get_all_representations().view(1, -1, self.real_embedding_dim, 2)\n\n        # Compute scores\n        if self.subbatch == 0:\n            scores = self.interaction_function(h=t, r=r_inv, t=h)\n        else:\n            scores = torch.zeros((rt_batch.shape[0], t.shape[1]), dtype=torch.float, device=rt_batch.device)\n            for i in tqdm(range(0, t.shape[1], self.subbatch)):\n                temp_scores = self.interaction_function(h=t, r=r_inv, t=h[:, i:i+self.subbatch, :, :])\n                scores[:, i:i+self.subbatch] = temp_scores\n\n\n        return scores"
  },
  {
    "path": "lp_rp/pykeen105/relation_rank_evaluator.py",
    "content": "from pykeen.evaluation import Evaluator, MetricResults, RankBasedEvaluator\nfrom pykeen.models.base import Model, MappedTriples\nfrom pykeen.evaluation.evaluator import create_dense_positive_mask_, filter_scores_, timeit, split_list_in_batches_iter, tqdm, optional_context_manager, logger\nfrom pykeen.evaluation.rank_based_evaluator import pd, RankBasedMetricResults, dataclass, field, dataclass_json, fix_dataclass_init_docs, compute_rank_from_scores, RANK_TYPES, RANK_BEST, RANK_WORST, RANK_AVERAGE, RANK_AVERAGE_ADJUSTED\nfrom collections import defaultdict\nimport numpy as np\nfrom typing import Any, Collection, List, Mapping, Optional, Tuple, Union, Dict\nimport torch\nimport pdb\n\n\n@fix_dataclass_init_docs\n@dataclass_json\n@dataclass\nclass RelationPredictionRankBasedMetricResults(RankBasedMetricResults):\n    #: The mean over all ranks: mean_i r_i. Lower is better.\n    mean_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all ranks: mean_i r_i. Lower is better.',\n    ))\n\n    #: The mean over all reciprocal ranks: mean_i (1/r_i). Higher is better.\n    mean_reciprocal_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all reciprocal ranks: mean_i (1/r_i). Higher is better.',\n    ))\n\n    #: The hits at k for different values of k, i.e. the relative frequency of ranks not larger than k.\n    #: Higher is better.\n    hits_at_k: Dict[str, Dict[int, float]] = field(metadata=dict(\n        doc='The hits at k for different values of k, i.e. the relative frequency of ranks not larger than k.'\n            ' Higher is better.',\n    ))\n\n    #: The mean over all chance-adjusted ranks: mean_i (2r_i / (num_entities+1)). Lower is better.\n    #: Described by [berrendorf2020]_.\n    adjusted_mean_rank: Dict[str, float] = field(metadata=dict(\n        doc='The mean over all chance-adjusted ranks: mean_i (2r_i / (num_entities+1)). Lower is better.',\n    ))\n\n    def get_metric(self, name: str) -> float:  # noqa: D102\n        dot_count = name.count('.')\n        if 0 == dot_count:  # assume average by default\n            rank_type, metric = 'avg', name\n        elif 1 == dot_count:\n            rank_type, metric = name.split('.')\n        else:\n            raise ValueError(f'Malformed metric name: {name}')\n\n        if rank_type not in RANK_AVERAGE and metric in {'adjusted_mean_rank'}:\n            raise ValueError(f'Invalid rank type for adjusted mean rank: {rank_type}. Allowed type: {RANK_AVERAGE}')\n        elif rank_type not in RANK_TYPES:\n            raise ValueError(f'Invalid rank type: {rank_type}. Allowed types: {RANK_TYPES}')\n\n        if metric in {'mean_rank', 'mean_reciprocal_rank'}:\n            return getattr(self, metric)[rank_type]\n        elif metric in {'adjusted_mean_rank'}:\n            return getattr(self, metric)\n\n        rank_type_hits_at_k = self.hits_at_k[rank_type]\n        for prefix in ('hits_at_', 'hits@'):\n            if not metric.startswith(prefix):\n                continue\n            k = metric[len(prefix):]\n            k = 10 if k == 'k' else int(k)\n            return rank_type_hits_at_k[k]\n\n        raise ValueError(f'Invalid metric name: {name}')\n\n    def to_flat_dict(self):  # noqa: D102\n        r = {'avg.adjusted_mean_rank': self.adjusted_mean_rank}\n        for rank_type in RANK_TYPES:\n            r[f'{rank_type}.mean_rank'] = self.mean_rank[rank_type]\n            r[f'{rank_type}.mean_reciprocal_rank'] = self.mean_reciprocal_rank[rank_type]\n            for k, v in self.hits_at_k[rank_type].items():\n                r[f'{rank_type}.hits_at_{k}'] = v\n        return r\n\n    def to_df(self):\n        \"\"\"Output the metrics as a pandas dataframe.\"\"\"\n        rows = [\n            ('avg', 'adjusted_mean_rank', self.adjusted_mean_rank)\n        ]\n        for rank_type in RANK_TYPES:\n            rows.append((rank_type, 'mean_rank', self.mean_rank[rank_type]))\n            rows.append((rank_type, 'mean_reciprocal_rank', self.mean_reciprocal_rank[rank_type]))\n            for k, v in self.hits_at_k[rank_type].items():\n                rows.append((rank_type, f'hits_at_{k}', v))\n        return pd.DataFrame(rows, columns=['Type', 'Metric', 'Value'])\n\n\nclass RelationPredictionRankBasedEvaluator(Evaluator):\n    def __init__(\n        self,\n        ks = None,\n        filtered: bool = True,\n    ):\n        super().__init__(filtered=filtered)\n        self.ks = tuple(ks) if ks is not None else (1, 3, 5, 10)\n        for k in self.ks:\n            if isinstance(k, float) and not (0 < k < 1):\n                raise ValueError(\n                    'If k is a float, it should represent a relative rank, i.e. a value between 0 and 1 (excl.)',\n                )\n        self.ranks = defaultdict(list)\n        self.num_relations = None\n\n    def process_tail_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        pass\n\n    def process_head_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:\n        pass\n\n    def _update_ranks_(self, true_scores, all_scores):\n        batch_ranks = compute_rank_from_scores(\n            true_score=true_scores,\n            all_scores=all_scores,\n        )\n        self.num_relations = all_scores.shape[1]\n        for k, v in batch_ranks.items():\n            self.ranks[k].extend(v.detach().cpu().tolist())\n\n    def evaluate(\n            self, model, mapped_triples = None, batch_size = None, slice_size = None, device = None,\n            use_tqdm = True, tqdm_kwargs = None, restrict_entities_to = None, do_time_consuming_checks = True,\n            additional_filter_triples=None,\n    ):\n        if mapped_triples is None:\n            mapped_triples = model.triples_factory.mapped_triples\n\n        if batch_size is None and model.automatic_memory_optimization:\n            batch_size, slice_size = self.batch_and_slice(\n                model=model,\n                mapped_triples=mapped_triples,\n                batch_size=batch_size,\n                device=device,\n                use_tqdm=False,\n                restrict_entities_to=restrict_entities_to,\n                do_time_consuming_checks=do_time_consuming_checks,\n            )\n            # The batch_size and slice_size should be accessible to outside objects for re-use, e.g. early stoppers.\n            self.batch_size = batch_size\n            self.slice_size = slice_size\n\n            # Clear the ranks from the current evaluator\n            self.finalize()\n\n        return evaluate(\n            model=model,\n            mapped_triples=mapped_triples,\n            additional_filtered_triples=additional_filter_triples,\n            evaluators=self,\n            batch_size=batch_size,\n            slice_size=slice_size,\n            device=device,\n            squeeze=True,\n            use_tqdm=use_tqdm,\n            tqdm_kwargs=tqdm_kwargs,\n            restrict_relations_to=restrict_entities_to,\n            do_time_consuming_checks=do_time_consuming_checks,\n        )\n\n    def _get_ranks(self, rank_type):\n        return np.asarray(self.ranks.get(rank_type, []), dtype=np.float64)\n\n    def finalize(self) -> MetricResults:\n        mean_rank = {}\n        mean_reciprocal_rank = {}\n        hits_at_k = {}\n        adjusted_mean_rank = {}\n\n        for rank_type in RANK_TYPES:\n            ranks = self._get_ranks(rank_type=rank_type)\n            if len(ranks) < 1:\n                continue\n            hits_at_k[rank_type] = {\n                k: np.mean(ranks <= k) if isinstance(k, int) else np.mean(ranks <= int(self.num_relations * k))\n                for k in self.ks\n            }\n            mean_rank[rank_type] = np.mean(ranks)\n            mean_reciprocal_rank[rank_type] = np.mean(np.reciprocal(ranks))\n\n        adjusted_ranks = self._get_ranks(rank_type=RANK_AVERAGE_ADJUSTED)\n        if len(adjusted_ranks) >= 1:\n            adjusted_mean_rank = float(np.mean(adjusted_ranks))\n\n        self.ranks.clear()\n\n        return RelationPredictionRankBasedMetricResults(\n            mean_rank=dict(mean_rank),\n            mean_reciprocal_rank=dict(mean_reciprocal_rank),\n            hits_at_k=dict(hits_at_k),\n            adjusted_mean_rank=adjusted_mean_rank,\n        )\n\n    def process_relation_scores_(\n        self,\n        hrt_batch: MappedTriples,\n        true_scores: torch.FloatTensor,\n        scores: torch.FloatTensor,\n        dense_positive_mask: Optional[torch.FloatTensor] = None,\n    ) -> None:  # noqa: D102\n        self._update_ranks_(true_scores=true_scores, all_scores=scores)\n\n\ndef get_unique_relation_ids_from_triples_tensor(mapped_triples: MappedTriples) -> torch.LongTensor:\n    \"\"\"Return the unique entity IDs used in a tensor of triples.\"\"\"\n    return mapped_triples[:, 1].unique()\n\ndef evaluate(\n    model: Model,\n    mapped_triples: MappedTriples,\n    evaluators: Union[Evaluator, Collection[Evaluator]],\n    additional_filtered_triples: Union[None, MappedTriples, List[MappedTriples]] = None,\n    only_size_probing: bool = False,\n    batch_size: Optional[int] = None,\n    slice_size: Optional[int] = None,\n    device: Optional[torch.device] = None,\n    squeeze: bool = True,\n    use_tqdm: bool = True,\n    tqdm_kwargs: Optional[Mapping[str, str]] = None,\n    restrict_relations_to: Optional[torch.LongTensor] = None,\n    do_time_consuming_checks: bool = True,\n) -> Union[MetricResults, List[MetricResults]]:\n    \"\"\"Evaluate metrics for model on mapped triples.\n\n    The model is used to predict scores for all tails and all heads for each triple. Subsequently, each abstract\n    evaluator is applied to the scores, also receiving the batch itself (e.g. to compute entity-specific metrics).\n    Thereby, the (potentially) expensive score computation against all entities is done only once. The metric evaluators\n    are expected to maintain their own internal buffers. They are returned after running the evaluation, and should\n    offer a possibility to extract some final metrics.\n\n    :param model:\n        The model to evaluate.\n    :param mapped_triples:\n        The triples on which to evaluate.\n    :param evaluators:\n        An evaluator or a list of evaluators working on batches of triples and corresponding scores.\n    :param only_size_probing:\n        The evaluation is only performed for two batches to test the memory footprint, especially on GPUs.\n    :param batch_size: >0\n        A positive integer used as batch size. Generally chosen as large as possible. Defaults to 1 if None.\n    :param slice_size: >0\n        The divisor for the scoring function when using slicing.\n    :param device:\n        The device on which the evaluation shall be run. If None is given, use the model's device.\n    :param squeeze:\n        Return a single instance of :class:`MetricResults` if only one evaluator was given.\n    :param use_tqdm:\n        Should a progress bar be displayed?\n    :param restrict_relations_to:\n        Optionally restrict the evaluation to the given relations IDs. This may be useful if one is only interested in a\n        part of the relations, e.g. due to type constraints, but wants to train on all available data. For ranking the\n        entities, we still compute all scores for all possible replacement entities to avoid irregular access patterns\n        which might decrease performance, but the scores with afterwards be filtered to only keep those of interest.\n        If provided, we assume that the triples are already filtered, such that it only contains the entities of\n        interest.\n    :param do_time_consuming_checks:\n        Whether to perform some time consuming checks on the provided arguments. Currently, this encompasses:\n        - If restrict_entities_to is not None, check whether the triples have been filtered.\n        Disabling this option can accelerate the method.\n    \"\"\"\n    if isinstance(evaluators, Evaluator):  # upgrade a single evaluator to a list\n        evaluators = [evaluators]\n\n    start = timeit.default_timer()\n\n    # verify that the triples have been filtered\n    if restrict_relations_to is not None and do_time_consuming_checks:\n        present_relation_ids = set(get_unique_relation_ids_from_triples_tensor(mapped_triples=mapped_triples).tolist())\n        unwanted = present_relation_ids.difference(restrict_relations_to.tolist())\n        if len(unwanted) > 0:\n            raise ValueError(f'mapped_triples contains IDs of entities which are not contained in restrict_relations_to:'\n                             f'{unwanted}. This will invalidate the evaluation results.')\n\n    # Send to device\n    if device is not None:\n        model = model.to(device)\n    device = model.device\n\n    # Ensure evaluation mode\n    model.eval()\n\n    # Split evaluators into those which need unfiltered results, and those which require filtered ones\n    filtered_evaluators = list(filter(lambda e: e.filtered, evaluators))\n    unfiltered_evaluators = list(filter(lambda e: not e.filtered, evaluators))\n\n    # Check whether we need to be prepared for filtering\n    filtering_necessary = len(filtered_evaluators) > 0\n\n    # Check whether an evaluator needs access to the masks\n    # This can only be an unfiltered evaluator.\n    positive_masks_required = any(e.requires_positive_mask for e in unfiltered_evaluators)\n\n    # Prepare for result filtering\n    if filtering_necessary or positive_masks_required:\n        #all_pos_triples = torch.cat([model.triples_factory.mapped_triples, mapped_triples], dim=0)\n        if additional_filtered_triples is None:\n            logger.warning(\"The filtered setting was enabled, but there were no `additional_filtered_triples\"\n                           \"given. This means you probably forgot to pass (at least) the training triples. Try:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples]\"\n                           \"Or if you want to use the Bordes et al. (2013) approach to filtering, do:\"\n                           \"additional_filtered_triples=[dataset.training.mapped_triples,dataset.validation.mapped_triples,]\")\n            all_pos_triples = mapped_triples\n        elif isinstance(additional_filtered_triples, (list, tuple)):\n            all_pos_triples = torch.cat([*additional_filtered_triples, mapped_triples], dim=0)\n        else:\n            all_pos_triples = torch.cat([additional_filtered_triples, mapped_triples], dim=0)\n        all_pos_triples = all_pos_triples.to(device=device)\n    else:\n        all_pos_triples = None\n\n    # Send tensors to device\n    mapped_triples = mapped_triples.to(device=device)\n\n    # Prepare batches\n    if batch_size is None:\n        batch_size = 1\n    batches = split_list_in_batches_iter(input_list=mapped_triples, batch_size=batch_size)\n\n    # Show progressbar\n    num_triples = mapped_triples.shape[0]\n\n    # Flag to check when to quit the size probing\n    evaluated_once = False\n\n    # Disable gradient tracking\n    _tqdm_kwargs = dict(\n        desc=f'Evaluating on {model.device}',\n        total=num_triples,\n        unit='triple',\n        unit_scale=True,\n        # Choosing no progress bar (use_tqdm=False) would still show the initial progress bar without disable=True\n        disable=not use_tqdm,\n    )\n    if tqdm_kwargs:\n        _tqdm_kwargs.update(tqdm_kwargs)\n    with optional_context_manager(use_tqdm, tqdm(**_tqdm_kwargs)) as progress_bar, torch.no_grad():\n        # batch-wise processing\n        for batch in batches:\n            batch_size = batch.shape[0]\n            _evaluate_batch(\n                batch=batch,\n                model=model,\n                filtered_evaluators=filtered_evaluators,\n                unfiltered_evaluators=unfiltered_evaluators,\n                slice_size=slice_size,\n                all_pos_triples=all_pos_triples,\n                restrict_relations_to=restrict_relations_to,\n                positive_masks_required=positive_masks_required,\n                filtering_necessary=filtering_necessary,\n            )\n\n            # If we only probe sizes we do not need more than one batch\n            if only_size_probing and evaluated_once:\n                break\n\n            evaluated_once = True\n\n            if use_tqdm:\n                progress_bar.update(batch_size)\n\n        # Finalize\n        results = [evaluator.finalize() for evaluator in evaluators]\n\n    stop = timeit.default_timer()\n    if only_size_probing:\n        logger.debug(\"Evaluation took %.2fs seconds\", stop - start)\n    else:\n        logger.info(\"Evaluation took %.2fs seconds\", stop - start)\n\n    if squeeze and len(results) == 1:\n        return results[0]\n\n    return results\n\n\n\ndef _evaluate_batch(\n    batch,\n    model,\n    filtered_evaluators: Collection[Evaluator],\n    unfiltered_evaluators: Collection[Evaluator],\n    slice_size: Optional[int],\n    all_pos_triples: Optional[MappedTriples],\n    restrict_relations_to: Optional[torch.LongTensor],\n    positive_masks_required: bool,\n    filtering_necessary: bool,\n) -> torch.BoolTensor:\n    \"\"\"\n    Evaluate batch for all head predictions(column=0), or all tail predictions (column=2).\n\n    :param batch: shape: (batch_size, 3)\n        The batch of currently evaluated triples.\n    :param model:\n        The model to evaluate.\n    :param column:\n        The column which to evaluate. Either 0 for head prediction, or 2 for tail prediction.\n    :param filtered_evaluators:\n        The evaluators which work on filtered scores.\n    :param unfiltered_evaluators:\n        The evaluators which work on unfiltered scores.\n    :param slice_size:\n        An optional slice size for computing the scores.\n    :param all_pos_triples:\n        All positive triples (required if filtering is necessary).\n    :param restrict_relations_to:\n        Restriction to evaluate only for these relations.\n    :param positive_masks_required:\n        Whether dense positive masks are required (by any unfiltered evaluator).\n    :param filtering_necessary:\n        Whether filtering is necessary.\n\n    :return:\n        The relation filter, which can be re-used for the same batch.\n    \"\"\"\n\n    # Predict scores once\n    batch_scores_of_corrupted = model.predict_scores_all_relations(batch[:, [0, 2]], slice_size=slice_size)\n\n    # Select scores of true\n    batch_scores_of_true = batch_scores_of_corrupted[\n        torch.arange(0, batch.shape[0]),\n        batch[:, 1],\n    ]\n\n    # Create positive filter for all corrupted\n    if filtering_necessary or positive_masks_required:\n        # Needs all positive triples\n        if all_pos_triples is None:\n            raise ValueError('If filtering_necessary of positive_masks_required is True, all_pos_triples has to be '\n                             'provided, but is None.')\n\n        # Create filter\n        positive_filter = create_sparse_positive_filter_(\n            hrt_batch=batch,\n            all_pos_triples=all_pos_triples,\n        )\n\n    # Create a positive mask with the size of the scores from the positive filter\n    if positive_masks_required:\n        positive_mask = create_dense_positive_mask_(\n            zero_tensor=torch.zeros_like(batch_scores_of_corrupted),\n            filter_batch=positive_filter,\n        )\n    else:\n        positive_mask = None\n\n    # Restrict to entities of interest\n    if restrict_relations_to is not None:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted[:, restrict_relations_to]\n        positive_mask = positive_mask[:, restrict_relations_to]\n    else:\n        batch_scores_of_corrupted_ = batch_scores_of_corrupted\n\n    # Evaluate metrics on these *unfiltered* scores\n    for unfiltered_evaluator in unfiltered_evaluators:\n        unfiltered_evaluator.process_relation_scores_(\n            hrt_batch=batch,\n            true_scores=batch_scores_of_true[:, None],\n            scores=batch_scores_of_corrupted_,\n            dense_positive_mask=positive_mask,\n        )\n\n    # Filter\n    if filtering_necessary:\n        batch_filtered_scores_of_corrupted = filter_scores_(\n            scores=batch_scores_of_corrupted,\n            filter_batch=positive_filter,\n        )\n\n        # The scores for the true triples have to be rewritten to the scores tensor\n        batch_filtered_scores_of_corrupted[\n            torch.arange(0, batch.shape[0]),\n            batch[:, 1],\n        ] = batch_scores_of_true\n\n        # Restrict to entities of interest\n        if restrict_relations_to is not None:\n            batch_filtered_scores_of_corrupted = batch_filtered_scores_of_corrupted[:, restrict_relations_to]\n\n        # Evaluate metrics on these *filtered* scores\n        for filtered_evaluator in filtered_evaluators:\n            filtered_evaluator.process_relation_scores_(\n                hrt_batch=batch,\n                true_scores=batch_scores_of_true[:, None],\n                scores=batch_filtered_scores_of_corrupted,\n            )\n\ndef create_sparse_positive_filter_(\n    hrt_batch: MappedTriples,\n    all_pos_triples: torch.LongTensor\n) -> Tuple[torch.LongTensor, torch.BoolTensor]:\n    # Split batch\n    batch_heads, batch_tails = hrt_batch[:, 0:1], hrt_batch[:, 2:3]\n    head_filter = (all_pos_triples[:, 0]).view(1, -1) == batch_heads\n    tail_filter = (all_pos_triples[:, 2]).view(1, -1) == batch_tails\n    filter_batch = (head_filter & tail_filter).nonzero(as_tuple=False)\n    filter_batch[:, 1] = all_pos_triples[:, 1].view(1, -1)[:, filter_batch[:, 1]]\n\n    return filter_batch\n"
  },
  {
    "path": "lp_rp/run_lp.py",
    "content": "from pykeen.datasets import FB15k237, WN18RR, YAGO310\nfrom pykeen.utils import resolve_device\nfrom pykeen.losses import BCEWithLogitsLoss, SoftplusLoss, MarginRankingLoss, NSSALoss\nfrom pykeen.training import SLCWATrainingLoop, LCWATrainingLoop\nfrom pykeen.trackers import WANDBResultTracker\nfrom pykeen.evaluation import RankBasedEvaluator\nfrom pykeen.sampling import BasicNegativeSampler\nfrom pykeen.stoppers import EarlyStopper\nfrom pykeen.models import RotatE\nfrom torch.optim import Adam\n\nfrom pykeen105.nodepiece_rotate import NodePieceRotate\nfrom loops.filtered_sampling_loop import FilteredSLCWATrainingLoop\nfrom datasets.codex import CoDExLarge\nfrom nodepiece_tokenizer import NodePiece_Tokenizer\n\nfrom pykeen105.relation_rank_evaluator import RelationPredictionRankBasedEvaluator\nfrom pykeen105.negative_sampler import FilteredNegativeSampler, RelationalNegativeSampler\n\nimport torch\nimport click\nimport numpy as np\nimport wandb\nimport random\n\ntorch.manual_seed(42)\nnp.random.seed(42)\nrandom.seed(42)\n\n@click.command()\n@click.option('-embedding', '--embedding-dimension', type=int, default=100)  # embedding dim for anchors and relations\n@click.option('-loss', '--loss_fc', type=str, default='nssal')\n@click.option('-loop', '--loop', type=str, default='slcwa')  # slcwa - negative sampling, lcwa - 1-N scoring\n@click.option('-trf_hidden', '--transformer-hidden-dim', type=int, default=512)\n@click.option('-trf_heads', '--transformer-num-heads', type=int, default=4)\n@click.option('-trf_layers', '--transformer-layers', type=int, default=2)\n@click.option('-trf_drop', '--transformer-dropout', type=float, default=0.1)\n@click.option('-b', '--batch-size', type=int, default=512)\n@click.option('-epochs', '--num-epochs', type=int, default=1000)\n@click.option('-lr', '--learning-rate', type=float, default=0.0005)\n@click.option('-wandb', '--enable_wandb', type=bool, default=False)\n@click.option('-anchors', '--topk_anchors', type=int, default=500)  # how many total anchors to use\n@click.option('-data', '--dataset_name', type=str, default='wn18rr')\n@click.option('-anc_deg', '--strategy_degree', type=float, default=0.4)  # % of anchors selected based on top node degree\n@click.option('-anc_betw', '--strategy_betweenness', type=float, default=0.0)  # disabled\n@click.option('-anc_ppr', '--strategy_pagerank', type=float, default=0.4)  # % of anchors selected based on top PPR\n@click.option('-anc_rand', '--strategy_random', type=float, default=0.2)  # % of randomly selected anchors\n@click.option('-sp', '--k_shortest_paths', type=int, default=0)  # when mining anchors per node - keep K closest\n@click.option('-rp', '--k_random_paths', type=int, default=0)  # when mining anchors per node - keep K random\n@click.option('-eval_every', '--eval_every', type=int, default=1)\n@click.option('-mtype', '--model_type', type=str, default=\"nodepiece\")  # or \"rotate\" for the baseline\n@click.option('-ft_maxp', '--ft_max_paths', type=int, default=100)  # max anchor per node, should be <= total N of anchors\n@click.option('-anc_dist', '--use_anchor_distances', type=bool, default=True)  # whether to add anchor distances\n@click.option('-margin', '--margin', type=float, default=15)\n@click.option('-max_seq_len', '--max_seq_len', type=int, default=0)\n@click.option('-pool', '--pooling', type=str, default=\"cat\")  # available encoders: \"cat\" or \"trf\"\n@click.option('-subbatch', '--trf_subbatch', type=int, default=3000)\n@click.option('-negs', '--num_negatives_ent', type=int, default=1)  # number of negative samples when training LP in sLCWA\n@click.option('-negs-rel', '--num_negatives-rel', type=int, default=1)  # Optional: number of negative relations when training RP in sLCWA\n@click.option('-rel-prediction', '--rel-prediction', type=bool, default=False)  # swtich to the Relation Prediction task (RP)\n@click.option('-smoothing', '--lbl_smoothing', type=float, default=0.0)  # label smoothing in the 1-N setup\n@click.option('-relpol', '--rel_policy', type=str, default=\"sum\")\n@click.option('-filtered_sampling', '--filtered_sampling', type=bool, default=False)\n@click.option('-rand_hashes', '--random_hashing', type=int, default=0)  # for ablations: use only random numbers as hashes\n@click.option('-nn', '--nearest_neighbors', type=bool, default=True)  # use only nearest anchors per node\n@click.option('-sample_rels', '--sample_rels', type=int, default=4)  # size of the relational context M\n@click.option('-anchor_eye', '--anchor_eye', type=bool, default=False)  # anchors in their own hashes will have their index at the frist place\n@click.option('-tkn_mode', '--tkn_mode', type=str, default=\"path\")  # mining paths in iGRAPH\n@click.option('-no_anc', '--ablate_anchors', type=bool, default=False)  # don't use any anchors in hashes, keep only the relational context\ndef main(\n        embedding_dimension,\n        loss_fc,\n        loop,\n        transformer_hidden_dim: int,\n        transformer_num_heads: int,\n        transformer_layers: int,\n        transformer_dropout: float,\n        batch_size: int,\n        num_epochs: int,\n        learning_rate: float,\n        enable_wandb: bool,\n        topk_anchors: int,\n        dataset_name: str,\n        strategy_degree: float,\n        strategy_betweenness: float,\n        strategy_pagerank: float,\n        strategy_random: float,\n        k_shortest_paths: int,\n        k_random_paths: int,\n        eval_every: int,\n        model_type: str,\n        ft_max_paths: int,\n        use_anchor_distances: bool,\n        margin: float,\n        max_seq_len: int,\n        pooling: str,\n        trf_subbatch: int,\n        num_negatives_ent: int,\n        num_negatives_rel: int,\n        rel_prediction: bool,\n        lbl_smoothing: float,\n        rel_policy: str,\n        filtered_sampling: bool,\n        random_hashing: int,\n        nearest_neighbors: bool,\n        sample_rels: int,\n        anchor_eye: bool,\n        tkn_mode: str,\n        ablate_anchors: bool,\n):\n    # Standard dataset loading procedures, inverses are necessary for reachability of nodes\n    if dataset_name == 'fb15k237':\n        dataset = FB15k237(create_inverse_triples=True)\n    elif dataset_name == 'wn18rr':\n        dataset = WN18RR(create_inverse_triples=True)\n    elif dataset_name == \"yago\":\n        dataset = YAGO310(create_inverse_triples=True)\n    elif dataset_name == \"codex_l\":\n        dataset = CoDExLarge(create_inverse_triples=True)\n\n    # if we're in the RP task - change the evaluator\n    if rel_prediction:\n        evaluator_type = RelationPredictionRankBasedEvaluator\n    else:\n        evaluator_type = RankBasedEvaluator\n\n    # sampling even harder negatives - turned off by default\n    if filtered_sampling:\n        negative_sampler_cls = RelationalNegativeSampler\n        negative_sampler_kwargs = dict(num_negs_per_pos=num_negatives_ent, num_negs_per_pos_rel=num_negatives_rel,\n                                       dataset_name=dataset_name)\n        loop_type = FilteredSLCWATrainingLoop\n    else:\n        negative_sampler_cls = BasicNegativeSampler\n        negative_sampler_kwargs = dict(num_negs_per_pos=num_negatives_ent)\n        loop_type = SLCWATrainingLoop\n\n\n    training_triples_factory = dataset.training\n\n    # Now let's create a NodePiece tokenizer\n    kg_tokenizer = NodePiece_Tokenizer(triples=training_triples_factory,\n                                anchor_strategy={\n                                    \"degree\": strategy_degree,\n                                    \"betweenness\": strategy_betweenness,\n                                    \"pagerank\": strategy_pagerank,\n                                    \"random\": strategy_random\n                                },\n                                num_anchors=topk_anchors, dataset_name=dataset_name, limit_shortest=k_shortest_paths,\n                                add_identity=anchor_eye, mode=tkn_mode, limit_random=k_random_paths)\n\n    device = resolve_device()\n\n    # cater for corner cases when user-input max seq len is incorrect\n    if max_seq_len == 0 or max_seq_len != (kg_tokenizer.max_seq_len+3):\n        max_seq_len = kg_tokenizer.max_seq_len + 3  # as in the PathTrfEncoder, +1 CLS, +1 PAD, +1 LP tasks\n        print(f\"Set max_seq_len to{max_seq_len}\")\n\n    # for stability\n    kg_tokenizer.token2id[kg_tokenizer.NOTHING_TOKEN] = kg_tokenizer.vocab_size\n\n    # selecting the loss function\n    if loss_fc == \"softplus\":\n        ft_loss = SoftplusLoss()\n    elif loss_fc == \"bce\":\n        ft_loss = BCEWithLogitsLoss()\n    elif loss_fc == \"mrl\":\n        ft_loss = MarginRankingLoss(margin=margin)\n    elif loss_fc == \"nssal\":\n        ft_loss = NSSALoss(margin=margin)\n\n    train_factory = dataset.training\n    validation_factory = dataset.validation\n\n    if model_type == \"baseline\":\n        finetuning_model = RotatE(embedding_dim=embedding_dimension // 2, triples_factory=train_factory,\n                             loss=ft_loss, automatic_memory_optimization=False, preferred_device=device)\n        optimizer = Adam(params=finetuning_model.parameters(), lr=learning_rate)\n        print(f\"Vanilla rotate created, Number of params: {sum(p.numel() for p in finetuning_model.parameters())}\")\n        ft_loop = SLCWATrainingLoop(model=finetuning_model, optimizer=optimizer)\n\n    else:\n        finetuning_model = NodePieceRotate(embedding_dim=embedding_dimension, device=device, loss=ft_loss,\n                                         triples=train_factory, max_paths=ft_max_paths, subbatch=trf_subbatch,\n                                         max_seq_len=max_seq_len, tokenizer=kg_tokenizer, pooler=pooling,\n                                         hid_dim=transformer_hidden_dim, num_heads=transformer_num_heads,\n                                         use_distances=use_anchor_distances, num_layers=transformer_layers, drop_prob=transformer_dropout,\n                                         rel_policy=rel_policy, random_hashes=random_hashing, nearest=nearest_neighbors,\n                                         sample_rels=sample_rels, ablate_anchors=ablate_anchors, tkn_mode=tkn_mode)\n\n        optimizer = Adam(params=finetuning_model.parameters(), lr=learning_rate)\n        print(f\"Number of params: {sum(p.numel() for p in finetuning_model.parameters())}\")\n\n        if loop == \"slcwa\":\n            ft_loop = loop_type(model=finetuning_model, optimizer=optimizer, negative_sampler_cls=negative_sampler_cls,\n                                        negative_sampler_kwargs=negative_sampler_kwargs)\n        else:\n            ft_loop = LCWATrainingLoop(model=finetuning_model, optimizer=optimizer)\n\n    # add the results tracker if requested\n    if enable_wandb:\n        project_name = \"NodePiece_LP\"\n        if rel_prediction:\n            project_name += \"_RP\"\n\n        tracker = WANDBResultTracker(project=project_name, group=None, settings=wandb.Settings(start_method='fork'))\n        tracker.wandb.config.update(click.get_current_context().params)\n    else:\n        tracker = None\n\n    valid_evaluator = evaluator_type()\n    valid_evaluator.batch_size = 256\n\n    # we don't actually use the early stopper here by setting the patience to 1000\n    early_stopper = EarlyStopper(\n        model=finetuning_model,\n        relative_delta=0.0005,\n        evaluation_triples_factory=validation_factory,\n        frequency=eval_every,\n        patience=1000,\n        result_tracker=tracker,\n        evaluation_batch_size=256,\n        evaluator=valid_evaluator,\n    )\n\n    # Train LP / RP\n    if loop == \"lcwa\":\n        ft_loop.train(num_epochs=num_epochs, batch_size=batch_size, result_tracker=tracker,\n                      stopper=early_stopper, label_smoothing=lbl_smoothing)\n    else:\n        ft_loop.train(num_epochs=num_epochs, batch_size=batch_size, result_tracker=tracker,\n                      stopper=early_stopper)\n\n    # run the final test eval\n    test_evaluator = evaluator_type()\n    test_evaluator.batch_size = 256\n\n    # test_evaluator\n    metric_results = test_evaluator.evaluate(\n        model=finetuning_model,\n        mapped_triples=dataset.testing.mapped_triples,\n        additional_filter_triples=[dataset.training.mapped_triples, dataset.validation.mapped_triples],\n        use_tqdm=True,\n        batch_size=256,\n    )\n\n    # log final results\n    if enable_wandb:\n        tracker.log_metrics(\n            metrics=metric_results.to_flat_dict(),\n            step=num_epochs + 1,\n            prefix='test',\n        )\n\n    print(\"Test results\")\n    print(metric_results)\n\n\nif __name__ == '__main__':\n    main()\n"
  },
  {
    "path": "nc/data/clean/wd50k/statements/wd50k_entity_index.txt",
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  },
  {
    "path": "nc/data/clean/wd50k/triples/nc_entities.txt",
    "content": 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  },
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  {
    "path": "nc/data/clean/wd50k/triples/train.txt",
    "content": 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  },
  {
    "path": "nc/data/clean/wd50k/triples/valid.txt",
    "content": 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  },
  {
    "path": "nc/data_loaders/__init__.py",
    "content": ""
  },
  {
    "path": "nc/data_loaders/clean_datasets.py",
    "content": "from pathlib import Path\nfrom typing import Dict\nfrom collections import defaultdict\nimport random\nimport pickle\nimport numpy as np\nimport re\nimport json\nimport torch\n\nfrom torch_geometric.data import Data, DataLoader\n\n\ndef to_sparse_graph(edges, subtype, entoid, prtoid, maxlen):\n\n    edge_index, edge_type = np.zeros((2, len(edges)), dtype='int64'), np.zeros((len(edges)), dtype='int64')\n    qualifier_rel = []\n    qualifier_ent = []\n    qualifier_edge = []\n    quals = None\n\n    for i, st in enumerate(edges):\n        edge_index[:, i] = [entoid[st[0]], entoid[st[2]]]\n        edge_type[i] = prtoid[st[1]]\n\n        if subtype == 'statements':\n            qual_rel = np.array([prtoid[r] for r in st[3::2]])[\n                       :(maxlen - 3) // 2]  # cut to the max allowed qualifiers per statement\n            qual_ent = np.array([entoid[e] for e in st[4::2]])[\n                       :(maxlen - 3) // 2]  # cut to the max allowed qualifiers per statement\n            for j in range(qual_ent.shape[0]):\n                qualifier_rel.append(qual_rel[j])\n                qualifier_ent.append(qual_ent[j])\n                qualifier_edge.append(i)\n\n    if subtype == 'statements':\n        quals = np.stack((qualifier_rel, qualifier_ent, qualifier_edge), axis=0)\n\n    return edge_index, edge_type, quals\n\n\ndef load_clean_pyg(name, subtype, task, inductive=\"transductive\", ind_v=None, maxlen=43, permute=False) -> Dict:\n    \"\"\"\n    :param name: dataset name wd50k/wd50k_33/wd50k_66/wd50k_100\n    :param subtype: triples/statements\n    :param task: so/full predict entities at sub/obj positions (for triples/statements) or all nodes incl quals\n    :param inductive: whether to load transductive dataset (one graph for train/val/test) or inductive\n    :param ind_v: v1 / v2 for the inductive dataset\n    :param maxlen: max statement length\n    :return: train/valid/test splits for the wd50k datasets suitable for loading into TORCH GEOMETRIC dataset\n    no reciprocal edges (as will be added in the gnn layer), create directly the edge index\n    \"\"\"\n    assert name in ['wd50k', 'wd50k_100', 'wd50k_33', 'wd50k_66'], \"Incorrect dataset\"\n    assert subtype in [\"triples\", \"statements\"], \"Incorrect subtype: triples/statements\"\n    assert inductive in [\"transductive\", \"inductive\"], \"Incorrect ds type: only transductive and inductive accepted\"\n    if inductive == \"inductive\":\n        assert ind_v in [\"v1\", \"v2\"], \"Only v1 and v2 are allowed versions for the inductive task\"\n\n    if inductive == \"transductive\":\n        DIRNAME = Path(f'./data/clean/{name}/{subtype}')\n        train_edges = [line.strip(\"\\n\").split(\",\") for line in open(DIRNAME / 'nc_edges.txt', 'r').readlines()]\n        print(f\"Transductive: With quals: {len([t for t in train_edges if len(t)>3])} / {len(train_edges)}, Ratio: {round((len([t for t in train_edges if len(t)>3]) / len(train_edges)),2)}\")\n    else:\n        DIRNAME = Path(f'./data/clean/{name}/inductive/nc/{subtype}/{ind_v}')\n        train_edges = [line.strip(\"\\n\").split(\",\") for line in open(DIRNAME / 'nc_train_edges.txt', 'r').readlines()]\n        val_edges = [line.strip(\"\\n\").split(\",\") for line in open(DIRNAME / 'nc_val_edges.txt', 'r').readlines()]\n        test_edges = [line.strip(\"\\n\").split(\",\") for line in open(DIRNAME / 'nc_test_edges.txt', 'r').readlines()]\n        print(\n            f\"Inductive train: With quals: {len([t for t in train_edges if len(t) > 3])} / {len(train_edges)}, Ratio: {round((len([t for t in train_edges if len(t) > 3]) / len(train_edges)), 2)}\")\n        print(\n            f\"Inductive val: With quals: {len([t for t in val_edges if len(t) > 3])} / {len(val_edges)}, Ratio: {round((len([t for t in val_edges if len(t) > 3]) / len(val_edges)), 2)}\")\n        print(\n            f\"Inductive test: With quals: {len([t for t in test_edges if len(t) > 3])} / {len(test_edges)}, Ratio: {round((len([t for t in test_edges if len(t) > 3]) / len(test_edges)), 2)}\")\n\n    statement_entities = [l.strip(\"\\n\") for l in open(DIRNAME / 'nc_entities.txt', 'r').readlines()]\n    statement_predicates = [l.strip(\"\\n\") for l in open(DIRNAME / 'nc_rels.txt', 'r').readlines()]\n\n    if subtype == \"triples\":\n        task = \"so\"\n\n    with open(DIRNAME / f'nc_train_{task}_labels.json', 'r') as f:\n        train_labels = json.load(f)\n\n    with open(DIRNAME / f'nc_val_{task}_labels.json', 'r') as f:\n        val_labels = json.load(f)\n\n    with open(DIRNAME / f'nc_test_{task}_labels.json', 'r') as f:\n        test_labels = json.load(f)\n\n    # load node features with the total index\n    entity_index = {line.strip('\\n'): i for i, line in enumerate(open(f'./data/clean/{name}/statements/{name}_entity_index.txt').readlines())}\n    total_node_features = np.load(f'./data/clean/{name}/statements/{name}_embs.pkl', allow_pickle=True)\n\n    idx = np.array([entity_index[key] for key in statement_entities], dtype='int32')\n    node_features = total_node_features[idx]\n\n    if permute:\n        node_features = np.random.permutation(node_features)\n\n    entoid = {pred: i for i, pred in enumerate(statement_entities)}\n    prtoid = {pred: i for i, pred in enumerate(statement_predicates)}\n\n    print(f\"Total Entities: {len(entoid)}\")\n    print(f\"Total Rels: {len(prtoid)}\")\n\n    train_edge_index, train_edge_type, train_quals = to_sparse_graph(train_edges, subtype, entoid, prtoid, maxlen)\n    if inductive == \"inductive\":\n        val_edge_index, val_edge_type, val_quals = to_sparse_graph(val_edges, subtype, entoid, prtoid, maxlen)\n        test_edge_index, test_edge_type, test_quals = to_sparse_graph(test_edges, subtype, entoid, prtoid, maxlen)\n\n\n    train_mask = [entoid[e] for e in train_labels]\n    val_mask = [entoid[e] for e in val_labels]\n    test_mask = [entoid[e] for e in test_labels]\n\n    if inductive == \"inductive\":\n        print(f\"Train Ents: {len(train_labels)}, Val Ents: {len(val_labels)}, Test Ents: {len(test_labels)}\")\n\n    all_labels = sorted(list(set([\n        label for v in list(train_labels.values()) + list(val_labels.values()) + list(test_labels.values()) for label in\n        v])))\n    label2id = {l: i for i, l in enumerate(all_labels)}\n    id2label = {v: k for k, v in label2id.items()}\n    print(f\"Total labels: {len(label2id)}\")\n\n    train_y = {entoid[k]: [label2id[vi] for vi in v] for k, v in train_labels.items()}\n    val_y = {entoid[k]: [label2id[vi] for vi in v] for k, v in val_labels.items()}\n    test_y = {entoid[k]: [label2id[vi] for vi in v] for k, v in test_labels.items()}\n\n    train_graph = Data(x=torch.tensor(node_features, dtype=torch.float),\n                       edge_index=torch.tensor(train_edge_index, dtype=torch.long),\n                       edge_type=torch.tensor(train_edge_type, dtype=torch.long),\n                       quals=torch.tensor(train_quals, dtype=torch.long) if train_quals is not None else None, y=train_y)\n\n    # explicit fix for PyG > 2.0 as its new data creation procedure uses setattr(obj, key, value) which does not\n    # assign None values, such that quals=None does not lead to creating the `quals` with value None\n    # so we explicitly set it to 0 - it won't affect any code execution whatsoever\n    if train_quals is None:\n        train_graph.quals = 0\n    val_graph, test_graph = None, None\n\n\n\n    if inductive == \"inductive\":\n        val_graph = Data(x=torch.tensor(node_features, dtype=torch.float),\n                         edge_index=torch.tensor(val_edge_index, dtype=torch.long),\n                         edge_type=torch.tensor(val_edge_type, dtype=torch.long),\n                         quals=torch.tensor(val_quals, dtype=torch.long) if val_quals is not None else None, y=val_y)\n        test_graph = Data(x=torch.tensor(node_features, dtype=torch.float),\n                          edge_index=torch.tensor(test_edge_index, dtype=torch.long),\n                          edge_type=torch.tensor(test_edge_type, dtype=torch.long),\n                          quals=torch.tensor(test_quals, dtype=torch.long) if test_quals is not None else None, y=test_y)\n\n    return {\"train_graph\": train_graph, \"val_graph\": val_graph, \"test_graph\": test_graph,\n            \"train_mask\": train_mask, \"valid_mask\": val_mask, \"test_mask\": test_mask,\n            \"train_y\": train_y, \"val_y\": val_y, \"test_y\": test_y,\n            \"all_labels\": all_labels, \"label2id\": label2id, \"id2label\": id2label,\n            \"n_entities\": len(statement_entities), \"n_relations\": len(statement_predicates),\n            \"e2id\": entoid, \"r2id\": prtoid}\n\n\n\nif __name__ == \"__main__\":\n    data = load_clean_pyg('wd50k', 'statements', 'so', inductive=\"inductive\", ind_v='v2', maxlen=15)\n    print(\"nop\")\n    #count_stats(load_clean_wd50k(\"wd50k\",\"statements\",43))"
  },
  {
    "path": "nc/loops/__init__.py",
    "content": ""
  },
  {
    "path": "nc/loops/evaluation.py",
    "content": "import numpy as np\n\n# Local\nfrom utils.utils import *\nfrom utils.utils_mytorch import Timer\nfrom sklearn.metrics import roc_auc_score, auc, precision_recall_curve, average_precision_score, accuracy_score\n\n\ndef compute_roc_auc(y_true, y_pred):\n    \"\"\"\n\n    :param y_true: true labels, shape (n_samples, n_classes)\n    :param y_pred: predicted values, shape (n_samples, n_classes)\n    :return: roc_auc_score\n    \"\"\"\n    y_true = y_true.detach().cpu().numpy()\n    y_pred = y_pred.detach().cpu().numpy()\n    rocauc_list = []\n    for i in range(y_true.shape[1]):\n        if np.sum(y_true[:, i] == 1) > 0 and np.sum(y_true[:, i] == 0) > 0:\n            is_labeled = y_true[:, i] == y_true[:, i]\n            rocauc_list.append(roc_auc_score(y_true[is_labeled, i], y_pred[is_labeled, i]))\n    #score = roc_auc_score(y_true, y_pred)\n    return sum(rocauc_list)/len(rocauc_list) if len(rocauc_list) > 0 else 0\n\n\ndef compute_prcauc(y_true, y_pred):\n    y_true = y_true.detach().cpu().numpy()\n    y_pred = y_pred.detach().cpu().numpy()\n    prcauc_list = []\n    for i in range(y_true.shape[1]):\n        if np.sum(y_true[:, i] == 1) > 0 and np.sum(y_true[:, i] == 0) > 0:\n            is_labeled = y_true[:, i] == y_true[:, i]\n            precision, recall, _ = precision_recall_curve(y_true[is_labeled, i], y_pred[is_labeled, i])\n            prcauc = auc(recall, precision)\n            prcauc_list.append(prcauc)\n\n    return sum(prcauc_list)/len(prcauc_list) if len(prcauc_list) > 0 else 0\n\n\ndef compute_average_precision(y_true, y_pred):\n    y_true = y_true.detach().cpu().numpy()\n    y_pred = y_pred.detach().cpu().numpy()\n    ap_list = []\n    for i in range(y_true.shape[1]):\n        if np.sum(y_true[:, i] == 1) > 0 and np.sum(y_true[:, i] == 0) > 0:\n            is_labeled = y_true[:, i] == y_true[:, i]\n            ap = average_precision_score(y_true[is_labeled, i], y_pred[is_labeled, i])\n            ap_list.append(ap)\n\n    return sum(ap_list) / len(ap_list) if len(ap_list) > 0 else 0\n\n\ndef hard_accuracy(y_true, y_pred):\n    y_true = y_true.detach().cpu().numpy()\n    y_pred = y_pred.detach().cpu().numpy().round()\n    return accuracy_score(y_true, y_pred)\n\n\ndef eval_classification(y_true, y_pred):\n    rocauc = compute_roc_auc(y_true, y_pred)\n    prcauc = compute_prcauc(y_true, y_pred)\n    ap = compute_average_precision(y_true, y_pred)\n    hard_acc = hard_accuracy(y_true, y_pred)\n\n    return {\"rocauc\": rocauc, \"prcauc\": prcauc, \"ap\": ap, \"hard_acc\": hard_acc}\n\n\nif __name__ == \"__main__\":\n    print(\"smth\")\n"
  },
  {
    "path": "nc/loops/loops.py",
    "content": "import wandb\nimport torch\nimport numpy as np\nfrom tqdm.autonotebook import tqdm\nfrom typing import Callable, Dict, Union\nfrom loops.sampler import NodeClSampler\n\nfrom utils.utils_mytorch import *\nfrom torch_geometric.data import Data\n\n\ndef training_loop_pyg_nc(epochs: int,\n                      opt: torch.optim,\n                      model: Callable,\n                      train_graph: Data,\n                      val_graph: Data,\n                      device: torch.device = torch.device('cpu'),\n                      data_fn: Callable = NodeClSampler,\n                      eval_fn: Callable = None,\n                      eval_every: int = 1,\n                      log_wandb: bool = True,\n                      run_trn_testbench: bool = True,\n                      savedir: str = None,\n                      save_content: Dict[str, list] = None,\n                      grad_clipping: bool = True,\n                      scheduler: Callable = None,\n                      criterion: Callable = None,\n                      **kwargs) -> (list, list, list):\n    train_loss = []\n    train_rocauc, train_prcauc, train_ap, train_hard_acc = [], [], [], []\n    valid_rocauc, valid_prcauc, valid_ap, valid_hard_acc = [], [], [], []\n\n\n    # Epoch level\n    for e in tqdm(range(epochs)):\n\n        # Train\n        with Timer() as timer:\n\n            # Get masks and labels\n            train_mask, train_y, val_mask, val_y = data_fn()\n            model.train()\n\n            opt.zero_grad()\n\n            train_mask_ = torch.tensor(train_mask, dtype=torch.long, device=device)\n            train_y_ = torch.tensor(train_y, dtype=torch.float, device=device)\n            val_mask_ = torch.tensor(val_mask, dtype=torch.long, device=device)\n            val_y_ = torch.tensor(val_y, dtype=torch.float, device=device)\n\n            pred = model(train_graph.to(device=device), train_mask_)\n\n            loss = criterion(pred, train_y_)\n\n            per_epoch_loss = loss.item()\n\n            loss.backward()\n\n            if grad_clipping:\n                torch.nn.utils.clip_grad_norm_(model.parameters(), 1.0)\n            opt.step()\n\n            if hasattr(model, \"post_parameter_update\"):\n                model.post_parameter_update()\n\n        # Log this stuff\n        print(f\"[Epoch: {e} ] Loss: {per_epoch_loss}\")\n        train_loss.append(per_epoch_loss)\n\n        if e % eval_every == 0 and e >= 1:\n            with torch.no_grad():\n                model.eval()\n                val_preds = torch.sigmoid(model(val_graph.to(device=device), val_mask_))\n                val_res = eval_fn(val_y_, val_preds)\n                valid_rocauc.append(val_res[\"rocauc\"])\n                valid_prcauc.append(val_res[\"prcauc\"])\n                valid_ap.append(val_res[\"ap\"])\n                valid_hard_acc.append(val_res[\"hard_acc\"])\n\n                if run_trn_testbench:\n                    # Also run train testbench\n                    train_preds = torch.sigmoid(model(train_graph.to(device=device), train_mask_))\n                    unsmoothed_labels = (train_y_ > 0.5).float()\n                    tr_res = eval_fn(unsmoothed_labels, train_preds)\n                    train_rocauc.append(tr_res[\"rocauc\"])\n                    train_prcauc.append(tr_res[\"prcauc\"])\n                    train_ap.append(tr_res[\"ap\"])\n                    train_hard_acc.append(tr_res[\"hard_acc\"])\n\n                    # Print statement here\n                    print(\"Epoch: %(epo)03d | Loss: %(loss).5f | Tr_rocauc: %(tr_rocauc)0.5f | \"\n                          \"Tr_prcauc: %(tr_prcauc)0.5f | Tr_AP: %(tr_ap)0.5f | Tr_hard_acc: %(tr_hard_acc)0.5f |\"\n                          \"Vl_rocauc: %(val_rocauc)0.5f | Vl_prcauc: %(val_prcauc)0.5f | Vl_AP: %(val_ap)0.5f | \"\n                          \"Vl_hard_acc: %(val_hard_acc)0.5f | Time_trn: %(time).3f min\"\n                          % {'epo': e,\n                             'loss': float(per_epoch_loss),\n                             'tr_rocauc': float(tr_res[\"rocauc\"]),\n                             'tr_prcauc': float(tr_res[\"prcauc\"]),\n                             'tr_ap': float(tr_res[\"ap\"]),\n                             'tr_hard_acc': float(tr_res[\"hard_acc\"]),\n                             'val_rocauc': float(val_res[\"rocauc\"]),\n                             'val_prcauc': float(val_res[\"prcauc\"]),\n                             'val_ap': float(val_res[\"ap\"]),\n                             'val_hard_acc': float(val_res[\"hard_acc\"]),\n                             'time': timer.interval / 60.0})\n\n                    if log_wandb:\n                        # Wandb stuff\n                        wandb.log({\n                            'epoch': e,\n                            'loss': float(np.mean(per_epoch_loss)),\n                            'tr_rocauc': float(tr_res[\"rocauc\"]),\n                            'tr_prcauc': float(tr_res[\"prcauc\"]),\n                            'tr_ap': float(tr_res[\"ap\"]),\n                            'tr_hard_acc': float(tr_res[\"hard_acc\"]),\n                            'val_rocauc': float(val_res[\"rocauc\"]),\n                            'val_prcauc': float(val_res[\"prcauc\"]),\n                            'val_ap': float(val_res[\"ap\"]),\n                            'val_hard_acc': float(val_res[\"hard_acc\"]),\n                        })\n\n                else:\n                    # Don't benchmark over train\n                    # Print Statement here\n                    print(\"Epoch: %(epo)03d | Loss: %(loss).5f | \"\n                          \"Vl_rocauc: %(val_rocauc)0.5f | Vl_prcauc: %(val_prcauc)0.5f | Vl_AP: %(val_ap)0.5f | \"\n                          \"Vl_hard_acc: %(val_hard_acc)0.5f | time_trn: %(time).3f min\"\n                          % {'epo': e,\n                             'loss': float(per_epoch_loss),\n                             'val_rocauc': float(val_res[\"rocauc\"]),\n                             'val_prcauc': float(val_res[\"prcauc\"]),\n                             'val_ap': float(val_res[\"ap\"]),\n                             'val_hard_acc': float(val_res[\"hard_acc\"]),\n                             'time': timer.interval / 60.0})\n\n                    if log_wandb:\n                        # Wandb stuff\n                        wandb.log({\n                            'epoch': e,\n                            'loss': float(per_epoch_loss),\n                            'val_rocauc': float(val_res[\"rocauc\"]),\n                            'val_prcauc': float(val_res[\"prcauc\"]),\n                            'val_ap': float(val_res[\"ap\"]),\n                            'val_hard_acc': float(val_res[\"hard_acc\"]),\n                        })\n\n                # We might wanna save the model, too\n                if savedir is not None:\n                    mt_save(\n                        savedir,\n                        torch_stuff=[tosave(obj=save_content['model'].state_dict(), fname='model.torch')],\n                        pickle_stuff=[tosave(fname='traces.pkl',\n                                             obj=[train_loss, valid_rocauc])],\n                        json_stuff=[tosave(obj=save_content['config'], fname='config.json')])\n        else:\n            # No test benches this time around\n            print(\"Epoch: %(epo)03d | Loss: %(loss).5f |  \"\n                  \"Time_Train: %(time).3f min\"\n                  % {'epo': e,\n                     'loss': float(per_epoch_loss),\n                     # 'tracc': float(np.mean(per_epoch_tr_acc)),\n                     'time': timer.interval / 60.0})\n\n            if log_wandb:\n                # Wandb stuff\n                wandb.log({\n                    'epoch': e,\n                    'loss': float(per_epoch_loss),\n                    # 'trn_acc': float(np.mean(per_epoch_tr_acc))\n                })\n\n        if scheduler is not None:\n            scheduler.step()\n\n    return {\n        \"loss\": train_loss,\n        \"train_rocauc\": train_rocauc,\n        \"train_prcauc\": train_prcauc,\n        \"train_ap\": train_ap,\n        \"train_hard_acc\": train_hard_acc,\n        \"valid_rocauc\": valid_rocauc,\n        \"valid_prcauc\": valid_prcauc,\n        \"valid_ap\": valid_ap,\n        \"valid_hard_acc\": valid_hard_acc\n    }\n"
  },
  {
    "path": "nc/loops/sampler.py",
    "content": "import numpy as np\nimport torch\n\nfrom typing import Union\n\nclass NodeClSampler:\n    \"\"\"\n    The sampler for multi-label node classification tasks. Each node has k labels\n    The graph is processed entirely, so there are no batches.\n    The output is [n_entities, n_labels]\n    \"\"\"\n    def __init__(self, data: Union[np.array, dict], num_labels: int,\n                 label2id: dict, lbl_smooth: float = 0.0):\n        \"\"\"\n\n        :param data: data as an array of statements of STATEMENT_LEN, e.g., [0,0,0] or [0,1,0,2,4]\n        :param n_entities: total number of entities\n        :param lbl_smooth: whether to apply label smoothing used later in the BCE loss\n        :param bs: batch size\n        :param with_q: whether indexing will consider qualifiers or not, default: FALSE\n        \"\"\"\n\n        self.data = data\n        self.lbl_smooth = lbl_smooth\n        self.num_labels = num_labels\n        self.label2id = label2id\n\n        self.train_mask, self.train_y, self.eval_mask, self.eval_y = self.generate_labels()\n\n    def generate_labels(self):\n        train = self.data[\"train\"]  # node_id: [lab1, lab2, lab3]\n        eval = self.data[\"eval\"]\n\n        train_y = np.zeros((len(train), self.num_labels), dtype=np.float32)\n        eval_y = np.zeros((len(eval), self.num_labels), dtype=np.float32)\n        train_mask = np.zeros(len(train), dtype=np.long)\n        eval_mask = np.zeros(len(eval), dtype=np.long)\n\n        for i, (node, labels) in enumerate(train.items()):\n            lbls = np.zeros((1, self.num_labels))\n            for l in labels:\n                lbls[0, l] = 1.0\n            train_y[i] = lbls\n            train_mask[i] = node\n\n        self.pos_weights = self.compute_weights(train_y)\n\n        if self.lbl_smooth != 0.0:\n            train_y = (1.0 - self.lbl_smooth)*train_y + (1.0 / len(train))\n\n        for i, (node, labels) in enumerate(eval.items()):\n            lbls = np.zeros((1, self.num_labels))\n            for l in labels:\n                lbls[0, l] = 1.0\n            eval_y[i] = lbls\n            eval_mask[i] = node\n\n        return train_mask, train_y, eval_mask, eval_y\n\n    def compute_weights(self, data):\n        class_counts = data.sum(axis=0)\n        pos_weights = np.ones_like(class_counts)\n        neg_counts = np.array([len(data) - pos_count for pos_count in class_counts])  # <-- HERE\n        for cdx, (pos_count, neg_count) in enumerate(zip(class_counts, neg_counts)):\n            pos_weights[cdx] = neg_count / (pos_count + 1e-5)\n\n        return torch.as_tensor(pos_weights, dtype=torch.float)\n\n    def get_data(self):\n        return self.train_mask, self.train_y, self.eval_mask, self.eval_y"
  },
  {
    "path": "nc/models/__init__.py",
    "content": ""
  },
  {
    "path": "nc/models/gnn_encoder.py",
    "content": "import torch\nimport numpy as np\n\nfrom typing import Dict\nfrom torch import nn\nfrom torch.nn import Parameter\nimport torch.nn.functional as F\nfrom utils.utils_gcn import get_param, weight_init\nfrom .gnn_layer import StarEConvLayer\nfrom .lrga_model import LowRankAttention\nfrom utils.nodepiece_tokenizer import NodePiece_Tokenizer\nfrom utils.nodepiece_encoder import NodePieceEncoder\nfrom torch_geometric.data import Data\n\n\nclass StarE_PyG_Encoder(nn.Module):\n    def __init__(self, config: dict, tokenizer: NodePiece_Tokenizer = None, graph: Data = None):\n        super(StarE_PyG_Encoder, self).__init__()\n        self.act = torch.relu  # was tanh before\n        self.model_nm = config['MODEL_NAME']\n        self.config = config\n\n        self.emb_dim = config['EMBEDDING_DIM']\n        self.num_rel = config['NUM_RELATIONS']\n        self.num_ent = config['NUM_ENTITIES']\n        self.gcn_dim = config['STAREARGS']['GCN_DIM']\n        self.hid_drop = config['STAREARGS']['HID_DROP']\n        # self.bias = config['STAREARGS']['BIAS']\n        self.triple_mode = config['STATEMENT_LEN'] == 3\n        self.qual_mode = config['STAREARGS']['QUAL_REPR']\n\n        self.device = config['DEVICE']\n\n        self.num_layers = config['STAREARGS']['LAYERS']\n\n        # self.gcn_dim = self.emb_dim if self.n_layer == 1 else self.gcn_dim\n\n        \"\"\"\n            LRGA params\n        \"\"\"\n        self.use_lrga = config['STAREARGS']['LRGA']\n        self.lrga_k = config['STAREARGS']['LRGA_K']\n        self.lrga_drop = config['STAREARGS']['LRGA_DROP']\n\n        # if self.model_nm.endswith('transe'):\n        #     self.init_rel = get_param((self.num_rel, self.emb_dim))\n        # elif config['STAREARGS']['OPN'] == 'rotate' or config['STAREARGS']['QUAL_OPN'] == 'rotate':\n        #     phases = 2 * np.pi * torch.rand(self.num_rel, self.emb_dim // 2)\n        #     self.init_rel = nn.Parameter(torch.cat([\n        #         torch.cat([torch.cos(phases), torch.sin(phases)], dim=-1),\n        #         torch.cat([torch.cos(phases), -torch.sin(phases)], dim=-1)\n        #     ], dim=0))\n        # else:\n        #     self.init_rel = get_param((self.num_rel * 2, self.emb_dim))\n        self.init_rel = nn.Embedding(self.num_rel * 2 + 1, self.emb_dim, padding_idx=self.num_rel * 2)\n\n        self.init_rel.to(self.device)\n\n        self.tokenizer = tokenizer\n        if not config['USE_FEATURES']:\n            if self.tokenizer is None:\n                self.entity_embeddings = get_param((self.num_ent, self.emb_dim))\n            else:\n                self.embedder = NodePieceEncoder(config, tokenizer, rel_embs=self.init_rel, graph=graph)\n\n\n        self.feature_reduction = nn.Linear(config['FEATURE_DIM'], self.emb_dim)\n\n        self.convs = nn.ModuleList()\n        if self.use_lrga:\n            self.attention = nn.ModuleList()\n            self.dim_reduction = nn.ModuleList()\n\n        # populating manually first and last layers, otherwise in a loop\n        self.convs.append(StarEConvLayer(self.emb_dim, self.gcn_dim, self.num_rel, act=self.act, config=config))\n        if self.use_lrga:\n            self.attention.append(LowRankAttention(self.lrga_k, self.emb_dim, self.lrga_drop))\n            self.dim_reduction.append(nn.Sequential(nn.Linear(2 * self.lrga_k + self.gcn_dim + self.emb_dim, self.gcn_dim)))\n            self.bns = nn.ModuleList([nn.BatchNorm1d(self.gcn_dim) for _ in range(self.num_layers - 1)])\n\n        for _ in range(self.num_layers - 1):\n            self.convs.append(StarEConvLayer(self.gcn_dim, self.gcn_dim, self.num_rel, act=self.act, config=config))\n            if self.use_lrga:\n                self.attention.append(LowRankAttention(self.lrga_k, self.gcn_dim, self.lrga_drop))\n                self.dim_reduction.append(nn.Sequential(nn.Linear(2 * (self.lrga_k + self.gcn_dim), self.gcn_dim)))\n\n        self.register_parameter('bias', Parameter(torch.zeros(self.num_ent)))\n\n    def reset_parameters(self):\n        if self.config['STAREARGS']['OPN'] == 'rotate' or self.config['STAREARGS']['QUAL_OPN'] == 'rotate':\n            # phases = 2 * np.pi * torch.rand(self.num_rel, self.emb_dim // 2)\n            # self.init_rel = nn.Parameter(torch.cat([\n            #     torch.cat([torch.cos(phases), torch.sin(phases)], dim=-1),\n            #     torch.cat([torch.cos(phases), -torch.sin(phases)], dim=-1)\n            # ], dim=0))\n            phases = 2 * np.pi * torch.rand(self.num_rel * 2, self.emb_dim // 2, device=self.device)\n            relations = torch.stack([torch.cos(phases), torch.sin(phases)], dim=-1).detach()\n            assert torch.allclose(torch.norm(relations, p=2, dim=-1), phases.new_ones(size=(1, 1)))\n            self.init_rel.weight.data[:-1] = relations.view(self.num_rel * 2, self.emb_dim)\n            self.init_rel.weight.data[-1] = torch.zeros(self.emb_dim)\n        else:\n            torch.nn.init.xavier_normal_(self.init_rel.weight.data)\n        self.feature_reduction.apply(weight_init)\n        torch.nn.init.constant_(self.bias.data, 0)\n        for conv in self.convs:\n            conv.reset_parameters()\n        if self.use_lrga:\n            for att in self.attention:\n                att.apply(weight_init)\n            for dim_r in self.dim_reduction:\n                dim_r.apply(weight_init)\n            for bnorm in self.bns:\n                bnorm.reset_parameters()\n        if not self.config['USE_FEATURES']:\n            if self.tokenizer is None:\n                torch.nn.init.xavier_normal_(self.entity_embeddings.data)\n            else:\n                self.embedder.reset_parameters()\n\n\n    def post_parameter_update(self):\n        rel = self.init_rel.weight.data.view(self.num_rel * 2 + 1, self.emb_dim // 2, 2)\n        rel = F.normalize(rel, p=2, dim=-1)\n        self.init_rel.weight.data = rel.view(self.num_rel * 2 + 1, self.emb_dim)\n\n\n    def forward_base(self, graph, drop1, drop2):\n\n        x, edge_index, edge_type, quals = graph['x'], graph['edge_index'], graph['edge_type'], graph['quals']\n\n        # Add reverse stuff\n        reverse_index = torch.zeros_like(edge_index)\n        reverse_index[1, :] = edge_index[0, :]\n        reverse_index[0, :] = edge_index[1, :]\n        rev_edge_type = edge_type + self.num_rel\n\n        edge_index = torch.cat([edge_index, reverse_index], dim=1)\n        edge_type = torch.cat([edge_type, rev_edge_type], dim=0)\n\n        if not self.triple_mode:\n            quals = torch.cat([quals, quals], dim=1)\n\n        r = self.init_rel.weight if not self.model_nm.endswith('transe') \\\n            else torch.cat([self.init_rel.weight, -self.init_rel.weight], dim=0)\n\n        if self.config['USE_FEATURES']:\n            x = self.feature_reduction(x)   # TODO find a way to perform attention without dim reduction beforehand\n        else:\n            if self.tokenizer is None:\n                x = self.entity_embeddings\n            else:\n                x = self.embedder.get_all_representations()\n\n\n        for i, conv in enumerate(self.convs[:-1]):\n            x_local, r = conv(x=x, edge_index=edge_index, edge_type=edge_type, rel_embed=r, quals=quals)\n            x_local = drop1(x_local)\n            if self.use_lrga:\n                x_global = self.attention[i](x)\n                x = self.dim_reduction[i](torch.cat((x_global, x_local, x), dim=1))\n                x = F.relu(x)\n                x = self.bns[i](x)\n            else:\n                x = x_local\n\n        # last layer\n        x_local, r = self.convs[-1](x=x, edge_index=edge_index, edge_type=edge_type, rel_embed=r, quals=quals)\n        x_local = drop2(x_local)\n        if self.use_lrga:\n            x_global = self.attention[-1](x)\n            x = self.dim_reduction[-1](torch.cat((x_global, x_local, x), dim=1))\n        else:\n            x = x_local\n\n        return x, r"
  },
  {
    "path": "nc/models/gnn_layer.py",
    "content": "import torch\nimport numpy as np\nimport torch.nn.functional as F\n\nfrom utils.utils_gcn import get_param, ccorr, rotate, softmax\nfrom torch_scatter import scatter_add, scatter_mean\nfrom torch_geometric.nn import MessagePassing\nfrom torch.nn import Parameter\n\n\nclass StarEConvLayer(MessagePassing):\n    \"\"\" The important stuff. \"\"\"\n\n    def __init__(self, in_channels, out_channels, num_rels, act=lambda x: x,\n                 config=None):\n        super(self.__class__, self).__init__(flow='target_to_source',\n                                             aggr='add')\n\n        self.p = config\n        self.in_channels = in_channels\n        self.out_channels = out_channels\n        self.num_rels = num_rels\n        self.act = act\n        self.device = None\n\n        self.w_loop = get_param((in_channels, out_channels))  # (100,200)\n        self.w_in = get_param((in_channels, out_channels))  # (100,200)\n        self.w_out = get_param((in_channels, out_channels))  # (100,200)\n        self.w_rel = get_param((in_channels, out_channels))  # (100,200)\n\n        if self.p['STATEMENT_LEN'] != 3:\n            if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'sum' or self.p['STAREARGS']['QUAL_AGGREGATE'] == 'mul' or \\\n                    self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n                self.w_q = get_param((in_channels, in_channels))  # new for quals setup\n            elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'concat':\n                self.w_q = get_param((2 * in_channels, in_channels))  # need 2x size due to the concat operation\n\n        self.loop_rel = get_param((1, in_channels))  # (1,100)\n        self.loop_ent = get_param((1, in_channels))  # new\n\n        self.drop = torch.nn.Dropout(self.p['STAREARGS']['GCN_DROP'])\n        self.bn = torch.nn.BatchNorm1d(out_channels)\n\n        if self.p['STAREARGS']['ATTENTION']:\n            assert self.p['STAREARGS']['GCN_DIM'] == self.p['EMBEDDING_DIM'], \"Current attn implementation requires those tto be identical\"\n            assert self.p['EMBEDDING_DIM'] % self.p['STAREARGS']['ATTENTION_HEADS'] == 0, \"should be divisible\"\n            self.heads = self.p['STAREARGS']['ATTENTION_HEADS']\n            self.attn_dim = self.out_channels // self.heads\n            self.negative_slope = self.p['STAREARGS']['ATTENTION_SLOPE']\n            self.attn_drop = self.p['STAREARGS']['ATTENTION_DROP']\n            self.att = get_param((1, self.heads, 2 * self.attn_dim))\n\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            assert self.p['STAREARGS']['GCN_DIM'] == self.p[\n                'EMBEDDING_DIM'], \"Current attn implementation requires those tto be identical\"\n            assert self.p['EMBEDDING_DIM'] % self.p['STAREARGS']['ATTENTION_HEADS'] == 0, \"should be divisible\"\n            if not self.p['STAREARGS']['ATTENTION']:\n                self.heads = self.p['STAREARGS']['ATTENTION_HEADS']\n                self.attn_dim = self.out_channels // self.heads\n                self.negative_slope = self.p['STAREARGS']['ATTENTION_SLOPE']\n                self.attn_drop = self.p['STAREARGS']['ATTENTION_DROP']\n            self.att_qual = get_param((1, self.heads, 2 * self.attn_dim))\n\n        if self.p['STAREARGS']['BIAS']: self.register_parameter('bias', Parameter(\n            torch.zeros(out_channels)))\n\n    def reset_parameters(self):\n        torch.nn.init.xavier_normal_(self.w_loop.data)\n        torch.nn.init.xavier_normal_(self.w_in.data)\n        torch.nn.init.xavier_normal_(self.w_out.data)\n        torch.nn.init.xavier_normal_(self.w_rel.data)\n        if self.p['STATEMENT_LEN'] != 3:\n            torch.nn.init.xavier_normal_(self.w_q.data)\n        torch.nn.init.xavier_normal_(self.loop_rel.data)\n        torch.nn.init.xavier_normal_(self.loop_ent.data)\n        self.bn.reset_parameters()\n        if self.p['STAREARGS']['ATTENTION']:\n            torch.nn.init.xavier_normal_(self.att.data)\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            torch.nn.init.xavier_normal_(self.att_qual.data)\n\n    def forward(self, x, edge_index, edge_type, rel_embed,\n                qualifier_ent=None, qualifier_rel=None, quals=None):\n\n        \"\"\"\n\n        See end of doc string for explaining.\n\n        :param x: all entities*dim_of_entities (for jf17k -> 28646*200)\n        :param edge_index: COO matrix (2 list each having nodes with index\n        [1,2,3,4,5]\n        [3,4,2,5,4]\n\n        Here node 1 and node 3 are connected with edge.\n        And the type of edge can be found using edge_type.\n\n        Note that there are twice the number of edges as each edge is also reversed.\n        )\n        :param edge_type: The type of edge connecting the COO matrix\n        :param rel_embed: 2 Times Total relation * emb_dim (200 in our case and 2 Times because of inverse relations)\n        :param qualifier_ent:\n        :param qualifier_rel:\n        :param quals: Another sparse matrix\n\n        where\n            quals[0] --> qualifier relations type\n            quals[1] --> qualifier entity\n            quals[2] --> index of the original COO matrix that states for which edge this qualifier exists ()\n\n\n        For argument sake if a knowledge graph has following statements\n\n        [e1,p1,e4,qr1,qe1,qr2,qe2]\n        [e1,p1,e2,qr1,qe1,qr2,qe3]\n        [e1,p2,e3,qr3,qe3,qr2,qe2]\n        [e1,p2,e5,qr1,qe1]\n        [e2,p1,e4]\n        [e4,p3,e3,qr4,qe1,qr2,qe4]\n        [e1,p1,e5]\n                                                 (incoming)         (outgoing)\n                                            <----(regular)------><---(inverse)------->\n        Edge index would be             :   [e1,e1,e1,e1,e2,e4,e1,e4,e2,e3,e5,e4,e3,e5]\n                                            [e4,e2,e3,e5,e4,e3,e5,e1,e1,e1,e1,e2,e4,e1]\n\n        Edge Type would be              :   [p1,p1,p2,p2,p1,p3,p1,p1_inv,p1_inv,p2_inv,p2_inv,p1_inv,p3_inv,p1_inv]\n\n                                            <-------on incoming-----------------><---------on outgoing-------------->\n        quals would be                  :   [qr1,qr2,qr1,qr2,qr3,qr2,qr1,qr4,qr2,qr1,qr2,qr1,qr2,qr3,qr2,qr1,qr4,qr2]\n                                            [qe1,qe2,qe1,qe3,qe3,qe2,qe1,qe1,qe4,qe1,qe2,qe1,qe3,qe3,qe2,qe1,qe1,qe4]\n                                            [0,0,1,1,2,2,3,5,5,0,0,1,1,2,2,3,5,5]\n                                            <--on incoming---><--outgoing------->\n\n        Note that qr1,qr2... and qe1, qe2, ... all belong to the same space\n        :return:\n        \"\"\"\n        if self.device is None:\n            self.device = edge_index.device\n\n        rel_embed = torch.cat([rel_embed, self.loop_rel], dim=0)\n        num_edges = edge_index.size(1) // 2\n        num_ent = x.size(0)\n\n        self.in_index, self.out_index = edge_index[:, :num_edges], edge_index[:, num_edges:]\n        self.in_type, self.out_type = edge_type[:num_edges], edge_type[num_edges:]\n\n        if self.p['STATEMENT_LEN'] != 3:\n            num_quals = quals.size(1) // 2\n            self.in_index_qual_ent, self.out_index_qual_ent = quals[1, :num_quals], quals[1, num_quals:]\n            self.in_index_qual_rel, self.out_index_qual_rel = quals[0, :num_quals], quals[0, num_quals:]\n            self.quals_index_in, self.quals_index_out = quals[2, :num_quals], quals[2, num_quals:]\n\n        '''\n            Adding self loop by creating a COO matrix. Thus \\\n             loop index [1,2,3,4,5]\n                        [1,2,3,4,5]\n             loop type [10,10,10,10,10] --> assuming there are 9 relations\n\n\n        '''\n        # Self edges between all the nodes\n        self.loop_index = torch.stack([torch.arange(num_ent), torch.arange(num_ent)]).to(self.device)\n        self.loop_type = torch.full((num_ent,), rel_embed.size(0) - 1,\n                                    dtype=torch.long).to(self.device)  # if rel meb is 500, the index of the self emb is\n        # 499 .. which is just added here\n\n        self.in_norm = self.compute_norm(self.in_index, num_ent)\n        self.out_norm = self.compute_norm(self.out_index, num_ent)\n\n\n        if self.p['STATEMENT_LEN'] != 3:\n\n            in_res = self.propagate(self.in_index, x=x, edge_type=self.in_type,\n                                    rel_embed=rel_embed, edge_norm=self.in_norm, mode='in',\n                                    ent_embed=x, qualifier_ent=self.in_index_qual_ent,\n                                    qualifier_rel=self.in_index_qual_rel,\n                                    qual_index=self.quals_index_in,\n                                    source_index=self.in_index[0])\n\n            loop_res = self.propagate(self.loop_index, x=x, edge_type=self.loop_type,\n                                      rel_embed=rel_embed, edge_norm=None, mode='loop',\n                                      ent_embed=None, qualifier_ent=None, qualifier_rel=None,\n                                      qual_index=None, source_index=None)\n\n            out_res = self.propagate(self.out_index, x=x, edge_type=self.out_type,\n                                     rel_embed=rel_embed, edge_norm=self.out_norm, mode='out',\n                                     ent_embed=x, qualifier_ent=self.out_index_qual_ent,\n                                     qualifier_rel=self.out_index_qual_rel,\n                                     qual_index=self.quals_index_out,\n                                     source_index=self.out_index[0])\n\n        else:\n            in_res = self.propagate(self.in_index, x=x, edge_type=self.in_type,\n                                    rel_embed=rel_embed, edge_norm=self.in_norm, mode='in',\n                                    ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                    qual_index=None, source_index=self.in_index[0])\n\n            loop_res = self.propagate(self.loop_index, x=x, edge_type=self.loop_type,\n                                      rel_embed=rel_embed, edge_norm=None, mode='loop',\n                                      ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                      qual_index=None, source_index=None)\n\n            out_res = self.propagate(self.out_index, x=x, edge_type=self.out_type,\n                                     rel_embed=rel_embed, edge_norm=self.out_norm, mode='out',\n                                     ent_embed=x, qualifier_ent=None, qualifier_rel=None,\n                                     qual_index=None, source_index=self.out_index[0])\n\n\n        out = self.drop(in_res) * (1 / 3) + self.drop(out_res) * (1 / 3) + loop_res * (1 / 3)\n\n        if self.p['STAREARGS']['BIAS']:\n            out = out + self.bias\n        out = self.bn(out)\n\n        # Ignoring the self loop inserted, return.\n        return self.act(out), torch.matmul(rel_embed, self.w_rel)[:-1]\n\n    def rel_transform(self, ent_embed, rel_embed):\n        if self.p['STAREARGS']['OPN'] == 'corr':\n            trans_embed = ccorr(ent_embed, rel_embed)\n        elif self.p['STAREARGS']['OPN'] == 'sub':\n            trans_embed = ent_embed - rel_embed\n        elif self.p['STAREARGS']['OPN'] == 'mult':\n            trans_embed = ent_embed * rel_embed\n        elif self.p['STAREARGS']['OPN'] == 'rotate':\n            trans_embed = rotate(ent_embed, rel_embed)\n        else:\n            raise NotImplementedError\n\n        return trans_embed\n\n    def qual_transform(self, qualifier_ent, qualifier_rel):\n        \"\"\"\n\n        :return:\n        \"\"\"\n        if self.p['STAREARGS']['QUAL_OPN'] == 'corr':\n            trans_embed = ccorr(qualifier_ent, qualifier_rel)\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'sub':\n            trans_embed = qualifier_ent - qualifier_rel\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'mult':\n            trans_embed = qualifier_ent * qualifier_rel\n        elif self.p['STAREARGS']['QUAL_OPN'] == 'rotate':\n            trans_embed = rotate(qualifier_ent, qualifier_rel)\n        else:\n            raise NotImplementedError\n\n        return trans_embed\n\n    def qualifier_aggregate(self, qualifier_emb, rel_part_emb, alpha=0.5, qual_index=None):\n        \"\"\"\n            In qualifier_aggregate method following steps are performed\n\n            qualifier_emb looks like -\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            rel_part_emb       :   [qq,ww,ee,rr,tt, .....]                      (here qq, ww, ee .. are of 200 dim)\n\n            Note that rel_part_emb for jf17k would be around 61k*200\n\n            Step1 : Pass the qualifier_emb to self.coalesce_quals and multiply the returned output with a weight.\n            qualifier_emb   : [aa,bb,cc,dd,ee, ...... ]                 (here aa, bb, cc are of 200 dim each)\n            Note that now qualifier_emb has the same shape as rel_part_emb around 61k*200\n\n            Step2 : Combine the updated qualifier_emb (see Step1) with rel_part_emb based on defined aggregation strategy.\n\n\n\n            Aggregates the qualifier matrix (3, edge_index, emb_dim)\n        :param qualifier_emb:\n        :param rel_part_emb:\n        :param type:\n        :param alpha\n        :return:\n\n        self.coalesce_quals    returns   :  [q+a+b+d,w+c+e+g,e'+f,......]        (here each element in the list is of 200 dim)\n\n        \"\"\"\n\n        if self.p['STAREARGS']['QUAL_AGGREGATE'] == 'sum':\n            qualifier_emb = torch.einsum('ij,jk -> ik',\n                                         self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0]),\n                                         self.w_q)\n            return alpha * rel_part_emb + (1 - alpha) * qualifier_emb      # [N_EDGES / 2 x EMB_DIM]\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'concat':\n            qualifier_emb = self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0])\n            agg_rel = torch.cat((rel_part_emb, qualifier_emb), dim=1)  # [N_EDGES / 2 x 2 * EMB_DIM]\n            return torch.mm(agg_rel, self.w_q)                         # [N_EDGES / 2 x EMB_DIM]\n\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'mul':\n            qualifier_emb = torch.mm(self.coalesce_quals(qualifier_emb, qual_index, rel_part_emb.shape[0], fill=1), self.w_q)\n            return rel_part_emb * qualifier_emb\n\n        elif self.p['STAREARGS']['QUAL_AGGREGATE'] == 'attn':\n            # only for sparse mode\n            expanded_rels = torch.index_select(rel_part_emb, 0, qual_index)  # Nquals x D\n            expanded_rels = expanded_rels.view(-1, self.heads, self.attn_dim)  # Nquals x heads x h_dim\n            qualifier_emb = torch.mm(qualifier_emb, self.w_q).view(-1, self.heads,\n                                                                   self.attn_dim)  # Nquals x heads x h_dim\n\n            alpha_r = torch.einsum('bij,kij -> bi', [torch.cat([expanded_rels, qualifier_emb], dim=-1), self.att_qual])\n            alpha_r = F.leaky_relu(alpha_r, self.negative_slope)  # Nquals x heads\n            alpha_r = softmax(alpha_r, qual_index, rel_part_emb.size(0))  # Nquals x heads\n            alpha_r = F.dropout(alpha_r, p=self.attn_drop)  # Nquals x heads\n            expanded_rels = (expanded_rels * alpha_r.view(-1, self.heads, 1)).view(-1,\n                                                                                   self.heads * self.attn_dim)  # Nquals x D\n            single_rels = scatter_add(expanded_rels, qual_index, dim=0, dim_size=rel_part_emb.size(0))  # Nedges x D\n            copy_mask = single_rels.sum(dim=1) != 0.0\n            rel_part_emb[copy_mask] = single_rels[copy_mask]  # Nedges x D\n            return rel_part_emb\n        else:\n            raise NotImplementedError\n\n    def update_rel_emb_with_qualifier(self, ent_embed, rel_embed,\n                                      qualifier_ent, qualifier_rel, edge_type, qual_index=None):\n        \"\"\"\n        The update_rel_emb_with_qualifier method performs following functions:\n\n        Input is the secondary COO matrix (QE (qualifier entity), QR (qualifier relation), edge index (Connection to the primary COO))\n\n        Step1 : Embed all the input\n            Step1a : Embed the qualifier entity via ent_embed (So QE shape is 33k,1 -> 33k,200)\n            Step1b : Embed the qualifier relation via rel_embed (So QR shape is 33k,1 -> 33k,200)\n            Step1c : Embed the main statement edge_type via rel_embed (So edge_type shape is 61k,1 -> 61k,200)\n\n        Step2 : Combine qualifier entity emb and qualifier relation emb to create qualifier emb (See self.qual_transform).\n            This is generally just summing up. But can be more any pair-wise function that returns one vector for a (qe,qr) vector\n\n        Step3 : Update the edge_type embedding with qualifier information. This uses scatter_add/scatter_mean.\n\n\n        before:\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            qual_index         :   [1,1,2,1,2,3,2,......]               (here 1,2,3 .. are edge index of Main COO)\n            edge_type          :   [q,w,e',r,t,y,u,i,o,p, .....]        (here q,w,e' .. are of 200 dim each)\n\n        After:\n            edge_type          :   [q+(a+b+d),w+(c+e+g),e'+f,......]        (here each element in the list is of 200 dim)\n\n\n        :param ent_embed: essentially x (28k*200 in case of Jf17k)\n        :param rel_embed: essentially relation embedding matrix\n\n        For secondary COO matrix (QE, QR, edge index)\n        :param qualifier_ent:  QE\n        :param qualifier_rel: QR\n        edge_type:\n        :return:\n\n        index select from embedding\n        phi operation between qual_ent, qual_rel\n        \"\"\"\n\n        # Step 1: embedding\n        qualifier_emb_rel = rel_embed[qualifier_rel]\n        qualifier_emb_ent = ent_embed[qualifier_ent]\n\n        rel_part_emb = rel_embed[edge_type]\n\n        # Step 2: pass it through qual_transform\n        qualifier_emb = self.qual_transform(qualifier_ent=qualifier_emb_ent,\n                                            qualifier_rel=qualifier_emb_rel)\n\n        # Pass it through a aggregate layer\n        return self.qualifier_aggregate(qualifier_emb, rel_part_emb, alpha=self.p['STAREARGS']['TRIPLE_QUAL_WEIGHT'],\n                                        qual_index=qual_index)\n\n    # return qualifier_emb\n    def message(self, x_j, x_i, edge_type, rel_embed, edge_norm, mode, ent_embed=None, qualifier_ent=None,\n                qualifier_rel=None, qual_index=None, source_index=None):\n\n        \"\"\"\n\n        The message method performs following functions\n\n        Step1 : get updated relation representation (rel_embed) [edge_type] by aggregating qualifier information (self.update_rel_emb_with_qualifier).\n        Step2 : Obtain edge message by transforming the node embedding with updated relation embedding (self.rel_transform).\n        Step3 : Multiply edge embeddings (transform) by weight\n        Step4 : Return the messages. They will be sent to subjects (1st line in the edge index COO)\n        Over here the node embedding [the first list in COO matrix] is representing the message which will be sent on each edge\n\n\n        More information about updating relation representation please refer to self.update_rel_emb_with_qualifier\n\n        :param x_j: objects of the statements (2nd line in the COO)\n        :param x_i: subjects of the statements (1st line in the COO)\n        :param edge_type: relation types\n        :param rel_embed: embedding matrix of all relations\n        :param edge_norm:\n        :param mode: in (direct) / out (inverse) / loop\n        :param ent_embed: embedding matrix of all entities\n        :param qualifier_ent:\n        :param qualifier_rel:\n        :param qual_index:\n        :param source_index:\n        :return:\n        \"\"\"\n        weight = getattr(self, 'w_{}'.format(mode))\n\n        if self.p['STATEMENT_LEN'] != 3:\n            # add code here\n            if mode != 'loop':\n                rel_emb = self.update_rel_emb_with_qualifier(ent_embed, rel_embed, qualifier_ent,\n                                                                 qualifier_rel, edge_type, qual_index)\n            else:\n                rel_emb = torch.index_select(rel_embed, 0, edge_type)\n        else:\n            rel_emb = torch.index_select(rel_embed, 0, edge_type)\n\n        xj_rel = self.rel_transform(x_j, rel_emb)\n        out = torch.einsum('ij,jk->ik', xj_rel, weight)\n\n        if self.p['STAREARGS']['ATTENTION'] and mode != 'loop':\n            out = out.view(-1, self.heads, self.attn_dim)\n            x_i = x_i.view(-1, self.heads, self.attn_dim)\n\n            alpha = torch.einsum('bij,kij -> bi', [torch.cat([x_i, out], dim=-1), self.att])\n            alpha = F.leaky_relu(alpha, self.negative_slope)\n            alpha = softmax(alpha, source_index, ent_embed.size(0))\n            alpha = F.dropout(alpha, p=self.attn_drop)\n            return (out * alpha.view(-1, self.heads, 1)).view(-1, self.heads * self.attn_dim)\n        else:\n            return out if edge_norm is None else out * edge_norm.view(-1, 1)\n\n    def update(self, aggr_out, mode):\n        if self.p['STAREARGS']['ATTENTION'] and mode != 'loop':\n            aggr_out = aggr_out.view(-1, self.heads * self.attn_dim)\n\n        return aggr_out\n\n    @staticmethod\n    def compute_norm(edge_index, num_ent):\n        \"\"\"\n        Re-normalization trick used by GCN-based architectures without attention.\n\n        Yet another torch scatter functionality. See coalesce_quals for a rough idea.\n\n        row         :      [1,1,2,3,3,4,4,4,4, .....]        (about 61k for Jf17k)\n        edge_weight :      [1,1,1,1,1,1,1,1,1,  ....] (same as row. So about 61k for Jf17k)\n        deg         :      [2,1,2,4,.....]            (same as num_ent about 28k in case of Jf17k)\n\n        :param edge_index:\n        :param num_ent:\n        :return:\n        \"\"\"\n        row, col = edge_index\n        edge_weight = torch.ones_like(\n            row).float()  # Identity matrix where we know all entities are there\n        deg = scatter_add(edge_weight, row, dim=0,\n                          dim_size=num_ent)  # Summing number of weights of\n        # the edges, D = A + I\n        deg_inv = deg.pow(-0.5)  # D^{-0.5}\n        deg_inv[deg_inv == float('inf')] = 0  # for numerical stability\n        norm = deg_inv[row] * edge_weight * deg_inv[\n            col]  # Norm parameter D^{-0.5} *\n\n        return norm\n\n    def coalesce_quals(self, qual_embeddings, qual_index, num_edges, fill=0):\n        \"\"\"\n\n        before:\n            qualifier_emb      :   [a,b,c,d,e,f,g,......]               (here a,b,c ... are of 200 dim)\n            qual_index         :   [1,1,2,1,2,3,2,......]               (here 1,2,3 .. are edge index of Main COO)\n            edge_type          :   [0,0,0,0,0,0,0, .....]               (empty array of size num_edges)\n\n        After:\n            edge_type          :   [a+b+d,c+e+g,f ......]        (here each element in the list is of 200 dim)\n\n        :param qual_embeddings: shape of [1, N_QUALS]\n        :param qual_index: shape of [1, N_QUALS] which states which quals belong to which main relation from the index,\n            that is, all qual_embeddings that have the same index have to be summed up\n        :param num_edges: num_edges to return the appropriate tensor\n        :param fill: fill value for the output matrix - should be 0 for sum/concat and 1 for mul qual aggregation strat\n        :return: [1, N_EDGES]\n        \"\"\"\n\n        if self.p['STAREARGS']['QUAL_N'] == 'sum':\n            output = scatter_add(qual_embeddings, qual_index, dim=0, dim_size=num_edges)\n        elif self.p['STAREARGS']['QUAL_N'] == 'mean':\n            output = scatter_mean(qual_embeddings, qual_index, dim=0, dim_size=num_edges)\n\n        if fill != 0:\n            # by default scatter_ functions assign zeros to the output, so we assign them 1's for correct mult\n            mask = output.sum(dim=-1) == 0\n            output[mask] = fill\n\n        return output\n\n    def __repr__(self):\n        return '{}({}, {}, num_rels={})'.format(\n            self.__class__.__name__, self.in_channels, self.out_channels,\n            self.num_rels)\n"
  },
  {
    "path": "nc/models/lrga_model.py",
    "content": "#  taken from https://github.com/omri1348/LRGA/blob/master/ogb/examples/linkproppred/collab/graph_global_attention_layer.py\n\nimport torch\nimport torch.nn as nn\n\n\ndef joint_normalize2(U, V_T):\n    # U and V_T are in block diagonal form\n    tmp_ones = torch.ones((V_T.shape[1], 1))\n    if torch.cuda.is_available():\n        tmp_ones = tmp_ones.to(torch.device('cuda'))\n    norm_factor = torch.mm(U, torch.mm(V_T, tmp_ones))\n    norm_factor = (torch.sum(norm_factor) / U.shape[0]) + 1e-6\n    return 1/norm_factor\n\n\ndef weight_init(layer):\n    if type(layer) == nn.Linear:\n        nn.init.xavier_normal_(layer.weight.data)\n        if layer.bias is not None:\n            nn.init.constant(layer.bias.data, 0)\n    return\n\n\nclass LowRankAttention(nn.Module):\n    def __init__(self, k, d, dropout):\n        super().__init__()\n        self.w = nn.Sequential(nn.Linear(d, 4*k), nn.ReLU())\n        self.activation = nn.ReLU()\n        self.apply(weight_init)\n        self.k = k\n        self.dropout = nn.Dropout(p=dropout)\n\n    def forward(self, x):\n        tmp = self.w(x)  # B x D\n        U = tmp[:, :self.k]  # B x K\n        V = tmp[:, self.k:2*self.k]  # B x K\n        Z = tmp[:, 2*self.k:3*self.k]  # B x K\n        T = tmp[:, 3*self.k:]  # B x K\n        V_T = torch.t(V)  # K x B\n        # normalization\n        D = joint_normalize2(U, V_T)  # scalar\n        res = torch.mm(U, torch.mm(V_T, Z))  # (B x K) mm (K x K) -> B x K\n        res = torch.cat((res*D, T), dim=1)  # B x 2K\n        return self.dropout(res)\n"
  },
  {
    "path": "nc/models/nc_baselines.py",
    "content": "import torch.nn as nn\nimport torch\nfrom utils.utils_gcn import get_param, weight_init\nfrom utils.nodepiece_encoder import NodePieceEncoder\n\n\nclass MLP(nn.Module):\n    \"\"\"\n    Vanilla MLP based only on node features\n    \"\"\"\n    def __init__(self, initial_features, config):\n        super().__init__()\n\n        self.input_dim = initial_features.shape[1]\n        self.hidden = config['STAREARGS']['GCN_DIM']\n        self.num_layers = config['STAREARGS']['LAYERS']\n        self.num_classes = config['NUM_CLASSES']\n        self.dropout = config['STAREARGS']['GCN_DROP']\n        self.use_features = config['USE_FEATURES']\n        self.device = config['DEVICE']\n\n        if not config['USE_FEATURES']:\n            self.entity_embeddings = get_param((config['NUM_ENTITIES'], config['EMBEDDING_DIM']))\n        else:\n            self.node_features = torch.cat([\n                torch.zeros((1, initial_features.shape[1]), device=self.device),\n                torch.tensor(initial_features, dtype=torch.float, device=self.device)], dim=0)\n\n        self.layers = nn.ModuleList([\n            nn.Sequential(nn.Linear(self.input_dim, self.hidden), nn.ReLU(), nn.Dropout(self.dropout)),\n            *[nn.Sequential(nn.Linear(self.hidden, self.hidden), nn.ReLU(), nn.Dropout(self.dropout)) for _ in range(self.num_layers-2)],\n            nn.Sequential(nn.Linear(self.hidden, self.num_classes), nn.Dropout(self.dropout))\n        ])\n\n    def forward(self, train_mask):\n        if not self.use_features:\n            x = self.entity_embeddings\n        else:\n            x = self.node_features\n\n        for layer in self.layers:\n            x = layer(x)\n\n        probs = torch.index_select(x, 0, train_mask)\n\n        return probs\n\n\nclass MLP_PyG(nn.Module):\n    \"\"\"\n    Vanilla MLP based only on node features - for PyG setup\n    \"\"\"\n    def __init__(self, config, tokenizer, graph):\n        super().__init__()\n\n        #self.input_dim = config['FEATURE_DIM']\n        self.hidden = config['STAREARGS']['GCN_DIM']\n        self.num_layers = config['STAREARGS']['LAYERS']\n        self.num_classes = config['NUM_CLASSES']\n        self.dropout = config['STAREARGS']['GCN_DROP']\n        self.use_features = config['USE_FEATURES']\n        self.device = config['DEVICE']\n\n        self.tokenizer = tokenizer\n\n        if not config['USE_FEATURES']:\n            self.input_dim = config['EMBEDDING_DIM']\n            if self.tokenizer is None:\n                self.entity_embeddings = get_param((config['NUM_ENTITIES'], self.input_dim))\n            else:\n                self.init_rel = nn.Embedding(config['NUM_RELATIONS'] * 2 + 1, self.input_dim)\n                self.embedder = NodePieceEncoder(config, tokenizer, rel_embs=self.init_rel, graph=graph)\n        else:\n            self.input_dim = config['FEATURE_DIM']\n\n        self.layers = nn.ModuleList([\n            nn.Sequential(nn.Linear(self.input_dim, self.hidden), nn.ReLU(), nn.Dropout(self.dropout)),\n            *[nn.Sequential(nn.Linear(self.hidden, self.hidden), nn.ReLU(), nn.Dropout(self.dropout)) for _ in range(self.num_layers-2)],\n            nn.Sequential(nn.Linear(self.hidden, self.num_classes), nn.Dropout(self.dropout))\n        ])\n\n    def reset_parameters(self):\n        for layer in self.layers:\n            layer.apply(weight_init)\n        if not self.use_features:\n            if self.tokenizer is None:\n                torch.nn.init.xavier_normal_(self.entity_embeddings.data)\n            else:\n                torch.nn.init.xavier_normal_(self.init_rel.weight.data)\n                self.embedder.reset_parameters()\n\n    def forward(self, graph, train_mask):\n\n        if not self.use_features:\n            if self.tokenizer is None:\n                x = self.entity_embeddings\n            else:\n                x = self.embedder.get_all_representations()\n        else:\n            x = graph['x']\n\n        for layer in self.layers:\n            x = layer(x)\n\n        probs = torch.index_select(x, 0, train_mask)\n\n        return probs\n"
  },
  {
    "path": "nc/models_nc.py",
    "content": "import numpy as np\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nfrom typing import Dict\nfrom models.gnn_encoder import StarE_PyG_Encoder\nfrom utils.utils_gcn import get_param, weight_init\nfrom utils.nodepiece_tokenizer import NodePiece_Tokenizer\nfrom torch_geometric.data import Data\n\n\nclass StarE_PyG_NC(StarE_PyG_Encoder):\n    \"\"\"\n        A model that is supposed to work with pyg-like data objects and be inductive\n    \"\"\"\n    def __init__(self, config: dict, tokenizer: NodePiece_Tokenizer = None, graph: Data = None):\n        super(self.__class__, self).__init__(config, tokenizer=tokenizer, graph=graph)\n\n        self.model_name = 'StarE_PyG'\n        self.hid_drop2 = config['STAREARGS']['HID_DROP2']\n        self.feat_drop = config['STAREARGS']['FEAT_DROP']\n        self.hidden_dim = config['STAREARGS']['GCN_DIM']\n        self.num_classes = config['NUM_CLASSES']\n\n        self.hidden_drop = torch.nn.Dropout(self.hid_drop)\n        self.hidden_drop2 = torch.nn.Dropout(self.hid_drop2)\n        self.feature_drop = torch.nn.Dropout(self.feat_drop)\n\n        self.to_classes = nn.Linear(self.hidden_dim, self.num_classes)\n\n    def reset_parameters(self):\n        super(StarE_PyG_NC, self).reset_parameters()\n        self.to_classes.apply(weight_init)\n\n    def forward(self, graph, train_mask):\n        '''\n        :param graph: pyg data object\n        :param train_mask: nodes for classification\n        :return: class probabilities (logits)\n        '''\n        all_ent, rels = self.forward_base(graph, self.hidden_drop, self.feature_drop)\n        nodes = torch.index_select(all_ent, 0, train_mask)\n\n        nodes = self.hidden_drop2(nodes)\n        probs = self.to_classes(nodes)\n        return probs\n"
  },
  {
    "path": "nc/run_nc.py",
    "content": "\"\"\"\nThe code is largely based on the original StarE codebase https://github.com/migalkin/StarE, but adapted for node classification\n\"\"\"\n\nimport os\n\nos.environ['MKL_NUM_THREADS'] = '1'\n\nfrom functools import partial\nimport random\nimport wandb\nimport sys\nimport collections\n\nfrom pathlib import Path\nfrom utils.utils import *\nfrom utils.utils_mytorch import parse_args, BadParameters, mt_save_dir\nfrom loops.evaluation import eval_classification\nfrom models_nc import StarE_PyG_NC\nfrom models.nc_baselines import MLP, MLP_PyG\nfrom loops.sampler import NodeClSampler\nfrom loops.loops import training_loop_pyg_nc\nfrom data_loaders.clean_datasets import load_clean_pyg\nfrom utils.nodepiece_tokenizer import NodePiece_Tokenizer\n\n\"\"\"\n    CONFIG Things\n\"\"\"\n\n# Clamp the randomness\nnp.random.seed(42)\nrandom.seed(42)\ntorch.manual_seed(132)\n\n\nDEFAULT_CONFIG = {\n    'BATCH_SIZE': 512,\n    'CORRUPTION_POSITIONS': [0, 2],\n    'DATASET': 'wd50k',\n    'DEVICE': 'cpu',\n    'EMBEDDING_DIM': 50,\n    'FEATURE_DIM': 1024,\n    'ENT_POS_FILTERED': True,\n    'EPOCHS': 1000,\n    'EVAL_EVERY': 1,\n    'LEARNING_RATE': 0.0002,\n    'MARGIN_LOSS': 5,\n    'MAX_QPAIRS': 3,\n    'MODEL_NAME': 'stare',\n    'NUM_FILTER': 5,\n    'RUN_TESTBENCH_ON_TRAIN': True,\n    'SAVE': False,\n    'SELF_ATTENTION': 0,\n    'STATEMENT_LEN': 3,\n    'USE_TEST': False,\n    'WANDB': False,\n    'LABEL_SMOOTHING': 0.0,\n    'OPTIMIZER': 'adam',\n    'CLEANED_DATASET': True,\n    'NUM_RUNS': 1,\n\n    'GRAD_CLIPPING': True,\n    'LR_SCHEDULER': False,\n\n    'CL_TASK': 'so',  # so or full\n    'DS_TYPE': 'transductive',  # transductive or inductive\n    'IND_V': 'v1',  # v1 or v2\n    'SWAP': False,\n    'TR_RATIO': 1.0,\n    'VAL_RATIO': 1.0,\n    'RANDPERM': False,\n\n    'PYG_DATA': True,\n    'USE_FEATURES': False,\n    'WEIGHT_LOSS': False,\n\n    # NodePiece args\n    'SUBBATCH': 5000,\n    'TOKENIZE': False,\n    'NUM_ANCHORS': 500,\n    'MAX_PATHS': 20,\n    'NEAREST': True,\n    'POOLER': 'cat',\n    'SAMPLE_RELS': 5,\n    'RANDOM_HASHES': 0,\n    'MAX_PATH_LEN': 0,\n    'USE_DISTANCES': True,\n    'T_LAYERS': 2,\n    'T_HEADS': 4,\n    'T_HIDDEN': 512,\n    'T_DROP': 0.1,\n    'NO_ANC': False,\n}\n\n\nSTAREARGS = {\n    'LAYERS': 2,\n    'N_BASES': 0,\n    'GCN_DIM': 80,\n    'GCN_DROP': 0.1,\n    'HID_DROP': 0.3,\n    'HID_DROP2': 0.1,\n    'FEAT_DROP': 0.3,\n    'BIAS': False,\n    'OPN': 'rotate',\n    'TRIPLE_QUAL_WEIGHT': 0.8,\n    'QUAL_AGGREGATE': 'sum',  # or concat or mul\n    'QUAL_OPN': 'rotate',\n    'QUAL_N': 'sum',  # or mean\n    'SUBBATCH': 0,\n    'QUAL_REPR': 'sparse',  # sparse or full\n    'ATTENTION': False,\n    'ATTENTION_HEADS': 4,\n    'ATTENTION_SLOPE': 0.2,\n    'ATTENTION_DROP': 0.1,\n\n    # LRGA\n    'LRGA': False,\n    'LRGA_K': 50,\n    'LRGA_DROP': 0.2\n\n}\n\nDEFAULT_CONFIG['STAREARGS'] = STAREARGS\n\nif __name__ == \"__main__\":\n\n    # Get parsed arguments\n    config = DEFAULT_CONFIG.copy()\n    gcnconfig = STAREARGS.copy()\n    parsed_args = parse_args(sys.argv[1:])\n    print(parsed_args)\n\n    # Superimpose this on default config\n    for k, v in parsed_args.items():\n        # If its a generic arg\n        if k in config.keys():\n            default_val = config[k.upper()]\n            if default_val is not None:\n                needed_type = type(default_val)\n                config[k.upper()] = needed_type(v)\n            else:\n                config[k.upper()] = v\n        # If its a gcnarg\n        elif k.lower().startswith('gcn_') and k[4:] in gcnconfig:\n            default_val = gcnconfig[k[4:].upper()]\n            if default_val is not None:\n                needed_type = type(default_val)\n                gcnconfig[k[4:].upper()] = needed_type(v)\n            else:\n                gcnconfig[k[4:].upper()] = v\n        else:\n            config[k.upper()] = v\n\n    config['STAREARGS'] = gcnconfig\n\n    # Load data, by default we are in the Transductive NC mode, predicting labels of subjects/objects nodes (\"so\" task)\n    data = load_clean_pyg(name=config[\"DATASET\"],\n                              subtype=\"triples\" if config[\"STATEMENT_LEN\"] == 3 else \"statements\",\n                              task=config[\"CL_TASK\"],\n                              inductive=config['DS_TYPE'],\n                              ind_v=config['IND_V'],\n                              maxlen=config[\"MAX_QPAIRS\"],\n                              permute=config['RANDPERM'])\n    train_graph, val_graph, test_graph = data['train_graph'], data['val_graph'], data['test_graph']\n\n    # we don't use features, but rather train node embeddings from scratch or based on anchors\n    if config['USE_FEATURES']:\n        config['FEATURE_DIM'] = train_graph.x.shape[1]\n\n\n    config['NUM_ENTITIES'] = data[\"n_entities\"]\n    config['NUM_RELATIONS'] = data[\"n_relations\"]\n    train_mask, val_mask, test_mask = data[\"train_mask\"], data[\"valid_mask\"], data[\"test_mask\"]\n    train_y, val_y, test_y = data[\"train_y\"], data[\"val_y\"], data[\"test_y\"]\n    all_labels, label2id = data[\"all_labels\"], data[\"label2id\"]\n\n    # Apply NodePiece to create a hash vocab\n    if config['TOKENIZE']:\n        enriched_graph = train_graph.clone()\n        # Add reverse stuff\n        reverse_index = torch.zeros_like(enriched_graph.edge_index)\n        reverse_index[1, :] = enriched_graph.edge_index[0, :]\n        reverse_index[0, :] = enriched_graph.edge_index[1, :]\n        rev_edge_type = enriched_graph.edge_type + config['NUM_RELATIONS']\n\n        enriched_graph.edge_index = torch.cat([enriched_graph.edge_index, reverse_index], dim=1)\n        enriched_graph.edge_type = torch.cat([enriched_graph.edge_type, rev_edge_type], dim=0)\n        kg_tokenizer = NodePiece_Tokenizer(triples=enriched_graph,\n                                anchor_strategy={\n                                    \"degree\": 0.4,\n                                    \"betweenness\": 0.0,\n                                    \"pagerank\": 0.4,\n                                    \"random\": 0.2\n                                },\n                                num_anchors=config['NUM_ANCHORS'], dataset_name=config['DATASET'],\n                                limit_shortest=100, add_identity=False, mode=\"path\", limit_random=0,\n                                relation2id=data['r2id'])\n        if config['MAX_PATH_LEN'] == 0:\n            config['MAX_PATH_LEN'] = kg_tokenizer.max_seq_len\n    else:\n        kg_tokenizer = None\n        enriched_graph = None\n\n    # prepare labels\n    config['NUM_CLASSES'] = len(all_labels)\n\n    # adjust the train/val size for our semi-supervised NC task\n    if config['USE_TEST']:\n        input_data = {\"train\": train_y, \"eval\": test_y}\n    else:\n        if config['SWAP']:\n            if config['TR_RATIO'] < 1.0:\n                tr_keys = random.sample(list(val_y), int(len(val_y)*config['TR_RATIO']))\n                val_y = {k: val_y[k] for k in tr_keys}\n            if config['VAL_RATIO'] < 1.0:\n                vl_keys = random.sample(list(train_y), int(len(train_y)*config['VAL_RATIO']))\n                train_y = {k: train_y[k] for k in vl_keys}\n            input_data = {\"train\": val_y, \"eval\": train_y}\n        else:\n            if config['TR_RATIO'] < 1.0:\n                tr_keys = random.sample(list(train_y), int(len(train_y)*config['TR_RATIO']))\n                train_y = {k: train_y[k] for k in tr_keys}\n            if config['VAL_RATIO'] < 1.0:\n                vl_keys = random.sample(list(val_y), int(len(val_y)*config['VAL_RATIO']))\n                val_y = {k: val_y[k] for k in vl_keys}\n            input_data = {\"train\": train_y, \"eval\": val_y}\n\n    print(f\"Training on {len(input_data['train'])} entities\")\n\n    config['DEVICE'] = torch.device(config['DEVICE'])\n\n    # create the model\n    if config['MODEL_NAME'].lower() == 'stare':\n        model = StarE_PyG_NC(config, tokenizer=kg_tokenizer, graph=enriched_graph)\n    elif config['MODEL_NAME'].lower() == 'mlp':\n        model = MLP_PyG(config, tokenizer=kg_tokenizer, graph=enriched_graph)\n    else:\n        raise BadParameters(f\"Unknown Model Name {config['MODEL_NAME']}\")\n\n    print(\"Model params \", sum([param.nelement() for param in model.parameters()]))\n    print(f\"Model params  {sum(p.numel() for p in model.parameters())}\")\n\n    if config['SAVE']:\n        savedir = Path(f\"./models/{config['DATASET']}/{config['MODEL_NAME']}\")\n        if not savedir.exists(): savedir.mkdir(parents=True)\n        savedir = mt_save_dir(savedir, _newdir=True)\n        save_content = {'model': model, 'config': config}\n    else:\n        savedir, save_content = None, None\n\n    # Arguments for the training loop\n    args = {\n        \"epochs\": config['EPOCHS'],\n        \"train_fn\": model,\n        \"device\": config['DEVICE'],\n        \"eval_fn\": eval_classification,\n        \"eval_every\": config['EVAL_EVERY'],\n        \"log_wandb\": config['WANDB'],\n        \"run_trn_testbench\": config['RUN_TESTBENCH_ON_TRAIN'],\n        \"savedir\": savedir,\n        \"save_content\": save_content,\n        \"grad_clipping\": config['GRAD_CLIPPING'],\n        \"scheduler\": None\n    }\n\n    training_loop = training_loop_pyg_nc\n    sampler = NodeClSampler(data=input_data,\n                            num_labels=len(all_labels),\n                            label2id=label2id,\n                            lbl_smooth=config['LABEL_SMOOTHING'])\n\n    args['data_fn'] = sampler.get_data\n    if config['WEIGHT_LOSS']:\n        args['criterion'] = torch.nn.BCEWithLogitsLoss(pos_weight=sampler.pos_weights.to(config['DEVICE']))\n    else:\n        args['criterion'] = torch.nn.BCEWithLogitsLoss()\n\n    if config['PYG_DATA']:\n        args['train_graph'] = train_graph\n        if config['DS_TYPE'] == \"transductive\":\n            args['val_graph'] = train_graph  # val and test masks are still on the train graph\n        else:\n            args['val_graph'] = val_graph if not config['USE_TEST'] else test_graph\n        args['model'] = model\n\n    traces = []\n    wandb_name = None\n    for run in range(config['NUM_RUNS']):\n        model.reset_parameters()\n        model.to(config['DEVICE'])\n        optimizer = torch.optim.Adam(model.parameters(), lr=config['LEARNING_RATE'])\n        if config['LR_SCHEDULER']:\n            scheduler = torch.optim.lr_scheduler.StepLR(optimizer, step_size=200, gamma=0.95)\n            args['scheduler'] = scheduler\n        args['opt'] = optimizer\n\n        if config['WANDB']:\n            wandb_run = wandb.init(project=\"NodePiece_NC\", reinit=True, settings=wandb.Settings(start_method='fork'))\n            wandb_name = wandb.run.name if wandb_name is None else wandb_name\n            wandb.run.name = f\"{wandb_name}-{str(run)}\"\n            #wandb.run.save()\n            for k, v in config.items():\n                wandb.config[k] = v\n\n\n        trace = training_loop(**args)\n        traces.append(trace)\n\n        if config['WANDB']:\n            wandb_run.join()\n\n    print_results(traces)\n\n\n\n"
  },
  {
    "path": "nc/utils/__init__.py",
    "content": ""
  },
  {
    "path": "nc/utils/nodepiece_encoder.py",
    "content": "import torch\nimport numpy as np\nimport random\nimport torch.nn.functional as F\n\nfrom torch import nn\nfrom utils.nodepiece_tokenizer import NodePiece_Tokenizer\nfrom torch.nn import TransformerEncoderLayer, TransformerEncoder\n\nfrom tqdm import tqdm\nfrom collections import defaultdict\nfrom typing import Optional\nfrom torch_geometric.data import Data\n\n\nclass NodePieceEncoder(nn.Module):\n    def __init__(self, config: dict, tokenizer: NodePiece_Tokenizer, rel_embs: nn.Embedding, graph: Data):\n\n        super(NodePieceEncoder, self).__init__()\n\n        self.tokenizer = tokenizer\n        self.pooler = config['POOLER']\n        self.policy = \"sum\"\n        self.use_rels = False\n        self.nearest = config['NEAREST']\n        self.use_neighbor_rels = False\n        self.sample_rels = config['SAMPLE_RELS']\n        self.graph = graph\n\n        if not self.use_rels:\n            self.policy = \"sum\"\n\n        self.random_hashes = config['RANDOM_HASHES']\n\n        self.subbatch = config['SUBBATCH']\n        self.embedding_dim = config['EMBEDDING_DIM']\n        self.real_embedding_dim = self.embedding_dim // 2\n\n        self.max_seq_len = config['MAX_PATH_LEN']\n        self.sample_paths = config['MAX_PATHS']\n        self.use_distances = config['USE_DISTANCES']\n        self.hid_dim = config['T_HIDDEN']\n        self.drop_prob = config['T_DROP']\n        self.num_heads = config['T_HEADS']\n        self.num_layers = config['T_LAYERS']\n        self.num_entities = config['NUM_ENTITIES']\n        self.num_relations = config['NUM_RELATIONS']\n        self.device = config['DEVICE']\n        self.no_anc = config['NO_ANC']\n\n\n        if self.pooler == \"mlp\":\n            self.set_enc = nn.Sequential(\n                nn.Linear(self.embedding_dim if self.policy != \"cat\" else 2 * self.embedding_dim, self.hid_dim), nn.Dropout(self.drop_prob),\n                nn.ReLU(),\n                nn.Linear(self.hid_dim, self.hid_dim), nn.Dropout(self.drop_prob), nn.ReLU(),\n                nn.Linear(self.hid_dim, self.hid_dim),\n            )\n            self.set_dec = nn.Sequential(\n                nn.Linear(self.hid_dim, self.hid_dim), nn.Dropout(self.drop_prob), nn.ReLU(),\n                nn.Linear(self.hid_dim, self.hid_dim), nn.Dropout(self.drop_prob), nn.ReLU(),\n                nn.Linear(self.hid_dim, self.embedding_dim)\n            )\n        elif self.pooler == \"cat\":\n            self.set_enc = nn.Sequential(\n                nn.Linear(self.embedding_dim * (self.sample_paths + self.sample_rels), self.embedding_dim * 2), nn.Dropout(self.drop_prob),\n                nn.ReLU(),\n                # nn.Linear(embedding_dim * 4, embedding_dim * 2), nn.Dropout(drop_prob), nn.ReLU(),\n                nn.Linear(self.embedding_dim * 2, self.embedding_dim)\n            ) if not self.no_anc else nn.Sequential(\n                nn.Linear(self.embedding_dim * self.sample_rels, self.embedding_dim * 2), nn.Dropout(self.drop_prob),\n                nn.ReLU(),\n                nn.Linear(self.embedding_dim * 2, self.embedding_dim))\n        elif self.pooler == \"trf\":\n            encoder_layer = TransformerEncoderLayer(\n                d_model=self.embedding_dim if self.policy != \"cat\" else 2 * self.embedding_dim,\n                nhead=self.num_heads if self.policy != \"cat\" else 2 * self.num_heads,\n                dim_feedforward=self.hid_dim,\n                dropout=self.drop_prob,\n            )\n            self.set_enc = TransformerEncoder(encoder_layer=encoder_layer, num_layers=self.num_layers)\n            if self.policy == \"cat\":\n                self.linear = nn.Linear(2 * self.embedding_dim, self.embedding_dim)\n\n\n\n\n        self.rel_gnn = False\n        self.tokenizer.token2id[self.tokenizer.NOTHING_TOKEN] = len(tokenizer.token2id)\n        self.anchor_embeddings = nn.Embedding(len(tokenizer.token2id), embedding_dim=self.embedding_dim,\n                                              padding_idx=self.tokenizer.token2id[tokenizer.PADDING_TOKEN])\n        self.relation_embeddings = rel_embs\n        self.dist_emb = nn.Embedding(self.max_seq_len, embedding_dim=self.embedding_dim)\n\n        if self.random_hashes == 0:\n            if not self.nearest:\n                # subsample paths, need to align them with distances\n                sampled_paths = {\n                    entity: random.sample(paths, k=min(self.sample_paths, len(paths)))\n                    for entity, paths in self.tokenizer.vocab.items()\n                }\n            elif self.nearest:\n                # sort paths by length first and take K of them\n                prev_max_len = max(len(path) for k, v in self.tokenizer.vocab.items() for path in v)\n                sampled_paths = {\n                    entity: sorted(paths, key=lambda x: len(x))[:min(self.sample_paths, len(paths))]\n                    for entity, paths in self.tokenizer.vocab.items()\n                }\n                self.max_seq_len = max(len(path) for k, v in sampled_paths.items() for path in v)\n                print(\n                    f\"Changed max seq len from {prev_max_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n            hashes = [\n                [self.tokenizer.token2id[path[0]] for path in paths] + [\n                    self.tokenizer.token2id[tokenizer.PADDING_TOKEN]] * (self.sample_paths - len(paths))\n                for entity, paths in sampled_paths.items()\n            ]\n            distances = [\n                [len(path) - 1 for path in paths] + [0] * (self.sample_paths - len(paths))\n                for entity, paths in sampled_paths.items()\n            ]\n\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.tensor(distances, dtype=torch.long, device=self.device)\n\n\n        else:\n            # in this case, we bypass distances and won't use relations in the encoder\n            self.anchor_embeddings = nn.Embedding(self.random_hashes, embedding_dim=self.embedding_dim)\n            hashes = [\n                random.sample(list(range(self.random_hashes)), self.sample_paths)\n                for i in range(self.num_entities)\n            ]\n            # _PRIMES = [\n            #     31, 43, 59, 61, 73, 97, 103, 113, 137, 149, 157, 173, 181, 193, 211, 223\n            # ]\n            # self.num_buckets = self.random_hashes\n\n            # self.anchor_embeddings = nn.Embedding(self.num_buckets * self.num_hashes, embedding_dim=embedding_dim // self.num_hashes)\n\n            # self.hash_projector = nn.Sequential(\n            #     nn.Linear(self.embedding_dim, self.embedding_dim),\n            #     nn.ReLU(),\n            #     nn.Linear(self.embedding_dim, self.embedding_dim)\n            # )\n\n            # primes = _PRIMES[:self.num_hashes]\n            # hashes = [\n            #     [(((i+1) * prime) % self.num_buckets) + k*self.num_buckets for k, prime in enumerate(primes)]\n            #     for i in range(triples.num_entities)\n            # ]\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.zeros((self.num_entities, self.sample_paths), dtype=torch.long,\n                                         device=self.device)\n\n\n\n        if self.use_neighbor_rels:\n            # create a feature matrix where rows are used relations in a 1-hop neighbourhood around each node\n            unique_sp = self.triples_factory.mapped_triples[:, [0, 1]].unique(dim=0, return_counts=False)\n            self.relation_features = torch.zeros((self.num_entities, self.num_relations * 2),\n                                                 dtype=torch.float, requires_grad=False,\n                                                 device=self.device)  # features matrix\n            self.relation_features[unique_sp[:, 0], unique_sp[:, 1]] = 1.0  # counts.float().to(self.device)\n            # self.relation_features = torch.nn.functional.normalize(self.relation_features, p=1, dim=1)\n            self.projection = nn.Sequential(\n                nn.Linear(self.embedding_dim + self.num_relations, self.hid_dim),\n                nn.ReLU(),\n                nn.Linear(self.hid_dim, self.embedding_dim)\n            )\n\n        if self.sample_rels > 0:\n            pad_idx = self.num_relations * 2\n            e2r = defaultdict(set)\n            edge_index = self.graph.edge_index\n            edge_type = self.graph.edge_type\n            for i, src_node in enumerate(edge_index[0]):\n                e2r[src_node.item()].add(edge_type[i].item())\n            len_stats = [len(v) for k, v in e2r.items()]\n            print(\n                f\"Unique relations per node - min: {min(len_stats)}, avg: {np.mean(len_stats)}, 66th perc: {np.percentile(sorted(len_stats), 66)}, max: {max(len_stats)} \")\n            unique_1hop_relations = [\n                random.sample(e2r[i], k=min(self.sample_rels, len(e2r[i]))) + [pad_idx] * (\n                            self.sample_rels - min(len(e2r[i]), self.sample_rels))\n                for i in range(self.num_entities)\n            ]\n            self.unique_1hop_relations = torch.tensor(unique_1hop_relations, dtype=torch.long, device=self.device)\n\n    def reset_parameters(self):\n\n        if self.pooler != \"avg\":\n            for module in self.set_enc.modules():\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n            if self.pooler == \"mlp\":\n                for module in self.set_dec.modules():\n                    if module is self:\n                        continue\n                    if hasattr(module, \"reset_parameters\"):\n                        module.reset_parameters()\n\n\n        if self.use_neighbor_rels:\n            for module in self.projection.modules():\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n        # if self.random_hashes != 0:\n        #     for module in self.hash_projector.modules():\n        #         if module is self:\n        #             continue\n        #         if hasattr(module, \"reset_parameters\"):\n        #             module.reset_parameters()\n\n        torch.nn.init.xavier_uniform_(self.anchor_embeddings.weight)\n        torch.nn.init.xavier_uniform_(self.dist_emb.weight)\n        if self.use_rels == \"joint\":\n            torch.nn.init.xavier_uniform_(self.node_types.weight)\n\n        if self.random_hashes == 0:\n            with torch.no_grad():\n                self.anchor_embeddings.weight[self.tokenizer.token2id[self.tokenizer.PADDING_TOKEN]] = torch.zeros(self.embedding_dim)\n                self.dist_emb.weight[0] = torch.zeros(self.embedding_dim)\n            # if self.use_rels == \"trf\":\n            #     self.rel_pos.weight[0] = torch.zeros(self.embedding_dim)\n\n        # phases randomly between 0 and 2 pi\n        # phases = 2 * np.pi * torch.rand(self.num_relations, self.real_embedding_dim, device=self.device)\n        # relations = torch.stack([torch.cos(phases), torch.sin(phases)], dim=-1).detach()\n        # assert torch.allclose(torch.norm(relations, p=2, dim=-1), phases.new_ones(size=(1, 1)))\n        # self.relation_embeddings.weight.data[:-1] = relations.view(self.num_relations, self.embedding_dim)\n        # self.relation_embeddings.weight.data[-1] = torch.zeros(self.embedding_dim)\n\n    def pool_anchors(self, anc_embs: torch.FloatTensor, mask: Optional[torch.BoolTensor] = None) -> torch.FloatTensor:\n        \"\"\"\n        input shape: (bs, num_anchors, emb_dim)\n        output shape: (bs, emb_dim)\n        \"\"\"\n\n        if self.pooler == \"set\":\n            pooled = self.set_enc(anc_embs)\n        elif self.pooler == \"cat\":\n            anc_embs = anc_embs.view(anc_embs.shape[0], -1)\n            pooled = self.set_enc(anc_embs) if self.sample_paths != 1 else anc_embs\n        elif self.pooler == \"trf\" or self.pooler == \"moe\":\n            if self.use_rels != \"joint\":\n                pooled = self.set_enc(anc_embs.transpose(1, 0))  # output shape: (seq_len, bs, dim)\n            else:\n                pooled = self.set_enc(anc_embs.transpose(1, 0), src_key_padding_mask=mask)\n            pooled = pooled.mean(dim=0)  # output shape: (bs, dim)\n            if self.policy == \"cat\":\n                pooled = self.linear(pooled)\n        elif self.pooler == \"perc\":\n            pooled = self.set_enc(anc_embs)\n        elif self.pooler == \"mlp\":\n            pooled = self.set_dec(self.set_enc(anc_embs).mean(-2))\n        else:\n            pooled = anc_embs.mean(dim=1)\n\n        return pooled\n\n    def encode_rels(self, rel_hashes: torch.LongTensor, weights: Optional[torch.FloatTensor] = None) -> torch.FloatTensor:\n        # input: (bs, num_anchors, max_seq_len)\n        bs, num_paths, seq_len = rel_hashes.shape\n        rel_hashes = rel_hashes.view(bs * num_paths, seq_len)\n        if weights is not None:\n            weights = weights.view(bs * num_paths, seq_len)\n        pad_mask = rel_hashes != self.triples_factory.num_relations\n        rel_hashes = self.relation_embeddings(rel_hashes)  # (bs*num_paths, seq_len, hid_dim)\n        if self.use_rels == \"lstm\" or self.use_rels == \"gru\":\n            rel_hashes, _ = self.rel_enc(rel_hashes)  # (bs, seq_len, hid_dim)\n            rel_hashes = self.rel_proj(rel_hashes[:, -1, :])  # (bs, emb_dim)\n        elif self.use_rels == \"mlp\":\n            accumulator = torch.zeros((rel_hashes.shape[0], rel_hashes.shape[-1]), dtype=torch.float, device=rel_hashes.device)\n            enc, dec = self.rel_enc[0], self.rel_enc[1]\n            for i in range(seq_len-1):\n                pair = rel_hashes[:, i:i+2].view(-1, 2 * self.embedding_dim)  # (bs*num_anc, 2 * 100)\n                pair = enc(pair)\n                accumulator += pair\n            rel_hashes = dec(accumulator)\n        elif self.use_rels == \"avg\":\n            if weights is None:\n                rel_hashes = (rel_hashes * pad_mask.float().unsqueeze(-1)).sum(-2) / pad_mask.float().sum(-1).clamp_min(1.0).unsqueeze(-1)\n            else:\n                rel_hashes = (rel_hashes * weights.unsqueeze(-1)).sum(-2) / pad_mask.float().sum(-1).clamp_min(1.0).unsqueeze(-1)\n        elif self.use_rels == \"avg+\":\n            pos = torch.arange(seq_len, dtype=torch.long, device=rel_hashes.device).repeat(bs * num_paths, 1)\n            pos = self.rel_pos(pos)\n            rel_hashes = torch.cat([rel_hashes, pos], dim=-1)\n            rel_hashes = self.rel_enc(rel_hashes)\n            rel_hashes = (rel_hashes * pad_mask.float().unsqueeze(-1)).sum(-2) / pad_mask.float().sum(-1).clamp_min(1.0).unsqueeze(-1)\n        elif self.use_rels == \"trf\":\n            temp = torch.zeros((rel_hashes.shape[1], rel_hashes.shape[0], rel_hashes.shape[2]), dtype=torch.float, device=rel_hashes.device)\n            positions = torch.arange(0, seq_len, dtype=torch.long, device=self.device)\n            positions = self.rel_pos(positions)\n            nnz_paths = rel_hashes[pad_mask.sum(1) > 0]\n            nnz_paths += positions\n            nnz_paths = self.rel_enc(nnz_paths.transpose(1, 0), src_key_padding_mask=~pad_mask[pad_mask.sum(1) > 0])  # (seq_len, bs, dim)\n            nnz_paths[torch.isnan(nnz_paths)] = 1.0  # for numerical stability of empty paths with NOTHING tokens\n            nnz_paths[torch.isinf(nnz_paths)] = 1.0  # for numerical stability of empty paths with NOTHING tokens\n            temp[:, pad_mask.sum(1) > 0, :] = nnz_paths\n            rel_hashes = temp\n            rel_hashes = (rel_hashes * pad_mask.t().float().unsqueeze(-1)).sum(0) / pad_mask.float().sum(1).clamp_min(1.0).unsqueeze(-1)\n            #rel_hashes = rel_hashes.mean(0)\n        elif self.use_rels == \"int\":\n            # replace padding 0's with 1's to prevent nans in the rotate computation\n            rel_hashes[~pad_mask] = 1.0\n            start = rel_hashes[:, 0, :]\n            for i in range(1, seq_len):\n                target = rel_hashes[:, i, :]\n                interaction = self.pairwise_interaction_function(start.view(-1, self.real_embedding_dim, 2), target.view(-1, self.real_embedding_dim, 2))\n                start = interaction\n            rel_hashes = interaction\n\n\n        return rel_hashes.view(bs, num_paths, self.embedding_dim)\n\n\n    def encode_by_index(self, entities: torch.LongTensor) -> torch.FloatTensor:\n\n        hashes, dists = self.hashes[entities], self.distances[entities]\n\n        anc_embs = self.anchor_embeddings(hashes)\n        mask = None\n\n        if self.use_distances:\n            dist_embs = self.dist_emb(dists)\n            anc_embs += dist_embs\n\n        if self.no_anc:\n            anc_embs = torch.tensor([], device=self.device)\n\n        if self.use_rels:\n            rel_hashes = self.rel_hash[entities]  # (bs, num_relations)\n            path_weights = self.path_weights[entities] if self.use_mc else None\n            # if self.rel_gnn:\n            #     self.relation_embeddings.weight.data = self.gnn_encoder(self.relation_embeddings.weight, self.edge_index)\n            if self.use_rels != \"joint\":\n                path_embs = self.encode_rels(rel_hashes, path_weights)\n                if self.policy != \"cat\":\n                    anc_embs += path_embs\n                else:\n                    anc_embs = torch.cat([anc_embs, path_embs], dim=-1)\n            else:\n                path_embs = self.relation_embeddings(rel_hashes)\n                anc_embs = torch.cat([anc_embs, path_embs], dim=1)\n                node_types = torch.cat([\n                    torch.zeros_like(hashes, dtype=torch.long, device=self.device),\n                    torch.ones_like(rel_hashes, dtype=torch.long, device=self.device)\n                ], dim=1)\n                node_type_embs = self.node_types(node_types)\n                anc_embs += node_type_embs\n                mask = rel_hashes == self.num_relations\n                mask = torch.cat([\n                    torch.zeros_like(hashes, dtype=torch.bool, device=self.device),\n                    mask.to(self.device)\n                ], dim=1).to(self.device)\n\n        #set_input[mask] = anc_embs.view(-1, 1)\n        if self.sample_rels > 0:\n            rels = self.unique_1hop_relations[entities]  # (bs, rel_sample_size)\n            rels = self.relation_embeddings(rels)   # (bs, rel_sample_size, dim)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask)  # (bs, dim)\n\n        if self.use_neighbor_rels:\n            rels_one_hot = self.relation_features[entities]\n            anc_embs = torch.cat([anc_embs, rels_one_hot], dim=-1)  # (dim + num_relations)\n            anc_embs = self.projection(anc_embs)    # (bs, dim)\n        return anc_embs\n\n\n    def get_all_representations(self):\n\n        if self.subbatch != 0:\n            temp_embs = torch.zeros((len(self.hashes), self.embedding_dim), dtype=torch.float, device=self.device)\n\n            vocab_keys = list(range(len(self.hashes)))\n            for i in tqdm(range(0, len(self.hashes), self.subbatch)):\n                entities = torch.tensor(vocab_keys[i: i+self.subbatch], dtype=torch.long, device=self.device)\n                embs = self.encode_by_index(entities)\n                temp_embs[i: i + self.subbatch, :] = embs\n\n            return temp_embs\n\n        else:\n            anc_embs = self.anchor_embeddings(self.hashes)\n            mask = None\n            if self.use_distances:\n                dist_embs = self.dist_emb(self.distances)\n                anc_embs += dist_embs\n            if self.use_rels:\n\n                if self.use_rels != \"joint\":\n                    path_embs = self.encode_rels(self.rel_hash)\n                    if self.policy != \"cat\":\n                        anc_embs += path_embs\n                    else:\n                        anc_embs = torch.cat([anc_embs, path_embs], dim=-1)\n                else:\n                    path_embs = self.relation_embeddings(self.rel_hash)\n                    anc_embs = torch.cat([anc_embs, path_embs], dim=1)\n                    node_types = torch.cat([\n                        torch.zeros_like(self.hashes, dtype=torch.long, device=self.device),\n                        torch.ones_like(self.rel_hash, dtype=torch.long, device=self.device)\n                    ], dim=1)\n                    node_type_embs = self.node_types(node_types)\n                    anc_embs += node_type_embs\n                    mask = self.rel_hash == self.num_relations\n                    mask = torch.cat([\n                        torch.zeros_like(self.hashes, dtype=torch.bool, device=self.device),\n                        mask.to(self.device)\n                    ], dim=1).to(self.device)\n\n\n            res = self.pool_anchors(anc_embs, mask=mask)\n            return res"
  },
  {
    "path": "nc/utils/nodepiece_tokenizer.py",
    "content": "import torch\nimport numpy as np\nimport pickle\nfrom igraph import Graph\n\nfrom pykeen.triples import TriplesFactory\nfrom typing import List, Dict, Union\nfrom pathlib import Path\nfrom tqdm import tqdm\nimport random\nfrom torch_geometric.data import Data\n\nclass NodePiece_Tokenizer:\n\n    \"\"\"\n        Tokenizer for KGs: will select topK anchor nodes according to certain strategies;\n            and encode other nodes as 'words' as hashes comprised of relations and anchor nodes\n    \"\"\"\n\n    def __init__(self,\n                 triples: Union[TriplesFactory, Data],\n                 dataset_name: str,\n                 num_anchors: int,\n                 anchor_strategy: Dict[str, float],\n                 limit_shortest: int = 0,\n                 limit_random: int = 0,\n                 add_identity: bool = True,\n                 mode: str = \"path\",\n                 relation2id: dict = None\n                 ) -> None:\n        super().__init__()\n\n        self.triples_factory = triples  # original triples of the training graph, assuming inverses are added\n        self.dataset_name = dataset_name\n        self.num_anchors = num_anchors  # total N anchor nodes\n        self.anchor_strategy = anchor_strategy  # ratios of strategies for sampling anchor nodes\n        self.num_paths = num_anchors  # aux variable\n        self.sp_limit = limit_shortest  # keep only K nearest anchor nodes per entity\n        self.rand_limit = limit_random  # keep only K random anchor nodes per entity\n\n        if self.sp_limit * self.rand_limit != 0:\n            raise Exception(\"-sp_limit and -rand_limit are mutually exclusive\")\n\n        self.add_identity = add_identity  # anchor nodes will have their own indices with distance 0  in their hashes\n        self.tkn_mode = mode  # only \"path\" mode is implemented atm\n\n        # auxiliary tokens for the vocabulary\n        self.NOTHING_TOKEN = -99  # means the node is not reachable from any of anchor nodes\n        self.CLS_TOKEN = -1\n        self.MASK_TOKEN = -10\n        self.PADDING_TOKEN = -100\n        self.SEP_TOKEN = -2\n\n        self.r2id = relation2id\n\n        # well, betwenness is disabled\n        self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n\n        assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n        assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n\n        # load or create the vocabulary\n        self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n\n        # numerical indices for entities and relations\n        self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n        self.rel2token = {t: i + len(self.top_entities) for i, t in\n                          enumerate(list(self.r2id.values()))}\n        self.vocab_size = len(self.token2id) + len(self.rel2token)\n\n        # although we don't use paths, we count their lengths for anchor distances\n        self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n\n        if self.add_identity:\n            # add identity for anchor nodes as the first / closest node\n            for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n                self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n\n\n\n    def tokenize_kg(self):\n\n        # creating a filename\n        strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n\n        filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n        if self.sp_limit > 0:\n            filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n        if self.rand_limit > 0:\n            filename += f\"_{self.rand_limit}rand\"\n        filename += \".pkl\"\n        self.model_name = filename.split('.pkl')[0]\n        path = Path(filename)\n        if path.is_file():\n            anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n            return anchors, non_anchors, vocab\n\n        # adjustment for a slightly different input format\n        # create an input object for iGraph - edge list with relation types, and then create a graph\n        src, tgt, rels = self.triples_factory.edge_index[0].numpy(), self.triples_factory.edge_index[1].numpy(), self.triples_factory.edge_type.numpy()\n        edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n        graph = Graph(n=self.triples_factory.num_nodes, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n\n        # sampling anchor nodes\n        anchors = []\n        for strategy, ratio in self.anchor_strategy.items():\n            if ratio <= 0.0:\n                continue\n            topK = int(np.ceil(ratio * self.num_anchors))\n            print(f\"Computing the {strategy} nodes\")\n            if strategy == \"degree\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"betweenness\":\n                # This is O(V^3) - disabled\n                raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n            elif strategy == \"pagerank\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"random\":\n                top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.triples_factory.num_nodes))]\n\n            selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n\n            anchors.extend(selected_nodes)\n            print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n\n        # now mine the anchors per node\n        vocab = self.create_all_paths(graph, anchors)\n        top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n        non_core_entities = [i for i in range(self.triples_factory.num_nodes) if i not in anchors]\n\n        pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n        print(\"Vocabularized and saved!\")\n\n        return top_entities, non_core_entities, vocab\n\n\n    def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n\n        vocab = {}\n        if self.rand_limit == 0:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} shortest paths per node\")\n        else:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.rand_limit} random paths per node\")\n\n        # single-threaded mining is found to be as fast as multi-processing + igraph for some reason, so let's use a dummy for-loop\n        for i in tqdm(range(self.triples_factory.num_nodes)):\n            if self.tkn_mode == \"path\":\n                paths = graph.get_shortest_paths(v=i, to=top_entities, output=\"epath\", mode='in')\n                if len(paths[0]) > 0:\n                    relation_paths = [[graph.es[path[-1]].source] + [graph.es[k]['relation'] for k in path[::-1]] for path in paths if len(path) > 0]\n                else:\n                    # if NO anchor can be reached from the node - encode with a special NOTHING_TOKEN\n                    relation_paths = [[self.NOTHING_TOKEN] for _ in range(self.num_paths)]\n                if self.sp_limit > 0:\n                    relation_paths = sorted(relation_paths, key=lambda x: len(x))[:self.sp_limit]\n                if self.rand_limit > 0:\n                    random.shuffle(relation_paths)\n                    relation_paths = relation_paths[:self.rand_limit]\n                vocab[i] = relation_paths\n            else:\n                raise NotImplementedError\n\n        return vocab\n\n\n"
  },
  {
    "path": "nc/utils/utils.py",
    "content": "\"\"\" Some things needed across the board\"\"\"\nimport torch\nimport numpy as np\nfrom typing import Optional, List, Union, Dict, Callable, Tuple\n\n\nKNOWN_DATASETS = ['wd50k']\n\n\ndef masked_softmax(x, m=None, dim=-1):\n    \"\"\"\n    Softmax with mask\n    :param x:\n    :param m:\n    :param dim:\n    :return:\n    \"\"\"\n    if m is not None:\n        m = m.float()\n        x = x * m\n    e_x = torch.exp(x - torch.max(x, dim=dim, keepdim=True)[0])\n    if m is not None:\n        e_x = e_x * m\n    softmax = e_x / (torch.sum(e_x, dim=dim, keepdim=True) + 1e-6)\n    return softmax\n\n\ndef combine(*args: Union[np.ndarray, list, tuple]):\n    \"\"\"\n        Used to semi-intelligently combine data splits\n\n        Case A)\n            args is a single element, an ndarray. Return as is.\n        Case B)\n            args are multiple ndarray. Numpy concat them.\n        Case C)\n            args is a single dict. Return as is.\n        Case D)\n            args is multiple dicts. Concat individual elements\n\n    :param args: (see above)\n    :return: A nd array or a dict\n    \"\"\"\n\n    # Case A, C\n    if len(args) == 1 and type(args[0]) is not dict:\n        return np.array(args[0])\n\n    if len(args) == 1 and type(args) is dict:\n        return args\n\n    # Case B\n    if type(args) is tuple and (type(args[0]) is np.ndarray or type(args[0]) is list):\n        # Expected shape will be a x n, b x n. Simple concat will do.\n        return np.concatenate(args)\n\n    # Case D\n    if type(args) is tuple and type(args[0]) is dict:\n        keys = args[0].keys()\n        combined = {}\n        for k in keys:\n            combined[k] = np.concatenate([arg[k] for arg in args], dim=-1)\n        return combined\n\n\ndef print_results(traces: List):\n    \"\"\" traces: List of Dicts of\n    \"loss\": train_loss,\n    \"train_rocauc:\": train_rocauc,\n    \"train_prcauc\": train_prcauc,\n    \"train_ap\": train_ap,\n    \"train_hard_acc\": train_hard_acc,\n    \"valid_rocauc\": valid_rocauc,\n    \"valid_prcauc\": valid_prcauc,\n    \"valid_ap\": valid_ap,\n    \"valid_hard_acc\": valid_hard_acc\n    \"\"\"\n    for key in [\"train_rocauc\", \"train_prcauc\", \"train_ap\", \"train_hard_acc\",\n                \"valid_rocauc\", \"valid_prcauc\", \"valid_ap\", \"valid_hard_acc\"]:\n        result = np.array([t[key][-1] for t in traces])\n        print(f\"Avg {key}: {np.mean(result): .3f}, std dev: {np.std(result):.3f}\")\n"
  },
  {
    "path": "nc/utils/utils_gcn.py",
    "content": "import logging\nimport logging.config\n\nimport inspect\nimport numpy as np\n\n# PyTorch related imports\nimport torch\nimport torch_scatter\nfrom torch.nn import Parameter\nfrom torch.nn.init import xavier_normal_\nfrom torch_scatter import scatter_add, scatter_max\n\nnp.set_printoptions(precision=4)\n\n\nclass MessagePassing(torch.nn.Module):\n    r\"\"\"Base class for creating message passing layers\n\n    .. math::\n        \\mathbf{x}_i^{\\prime} = \\gamma_{\\mathbf{\\Theta}} \\left( \\mathbf{x}_i,\n        \\square_{j \\in \\mathcal{N}(i)} \\, \\phi_{\\mathbf{\\Theta}}\n        \\left(\\mathbf{x}_i, \\mathbf{x}_j,\\mathbf{e}_{i,j}\\right) \\right),\n\n    where :math:`\\square` denotes a differentiable, permutation invariant\n    function, *e.g.*, sum, mean or max, and :math:`\\gamma_{\\mathbf{\\Theta}}`\n    and :math:`\\phi_{\\mathbf{\\Theta}}` denote differentiable functions such as\n    MLPs.\n    See `here <https://rusty1s.github.io/pytorch_geometric/build/html/notes/\n    create_gnn.html>`__ for the accompanying tutorial.\n\n    \"\"\"\n\n    def __init__(self, aggr='add'):\n        super(MessagePassing, self).__init__()\n\n        # In the defined message function: get the list of arguments as list of string|\n        # For eg. in r-gcn this will be ['x_j', 'edge_type', 'edge_norm'] (args of message fn)\n        self.message_args = inspect.getargspec(self.message)[0][1:]\n        # Same for update function starting from 3rd argument | first=self, second=out\n        self.update_args = inspect.getargspec(self.update)[0][2:]\n\n    def propagate(self, aggr, edge_index, **kwargs):\n        r\"\"\"The initial call to start propagating messages.\n        Takes in an aggregation scheme (:obj:`\"add\"`, :obj:`\"mean\"` or\n        :obj:`\"max\"`), the edge indices, and all additional data which is\n        needed to construct messages and to update node embeddings.\"\"\"\n\n        assert aggr in ['add', 'mean', 'max']\n        kwargs['edge_index'] = edge_index\n\n        size = None\n        message_args = []\n        for arg in self.message_args:\n            if arg[-2:] == '_i':  # If arguments ends with _i then include indic\n                tmp = kwargs[\n                    arg[:-2]]  # Take the front part of the variable | Mostly it will be 'x',\n                size = tmp.size(0)\n                message_args.append(tmp[edge_index[0]])  # Lookup for head entities in edges\n            elif arg[-2:] == '_j':\n                tmp = kwargs[arg[:-2]]  # tmp = kwargs['x']\n                size = tmp.size(0)\n                message_args.append(tmp[edge_index[1]])  # Lookup for tail entities in edges\n            else:\n                message_args.append(kwargs[arg])  # Take things from kwargs\n\n        update_args = [kwargs[arg] for arg in self.update_args]  # Take update args from kwargs\n\n        out = self.message(*message_args)\n        out = scatter_(aggr, out, edge_index[0],\n                       dim_size=size)  # Aggregated neighbors for each vertex\n        out = self.update(out, *update_args)\n\n        return out\n\n    def message(self, x_j):  # pragma: no cover\n        r\"\"\"Constructs messages in analogy to :math:`\\phi_{\\mathbf{\\Theta}}`\n        for each edge in :math:`(i,j) \\in \\mathcal{E}`.\n        Can take any argument which was initially passed to :meth:`propagate`.\n        In addition, features can be lifted to the source node :math:`i` and\n        target node :math:`j` by appending :obj:`_i` or :obj:`_j` to the\n        variable name, *.e.g.* :obj:`x_i` and :obj:`x_j`.\"\"\"\n\n        return x_j\n\n    def update(self, aggr_out):  # pragma: no cover\n        r\"\"\"Updates node embeddings in analogy to\n        :math:`\\gamma_{\\mathbf{\\Theta}}` for each node\n        :math:`i \\in \\mathcal{V}`.\n        Takes in the output of aggregation as first argument and any argument\n        which was initially passed to :meth:`propagate`.\"\"\"\n\n        return aggr_out\n\ndef maybe_num_nodes(index, num_nodes=None):\n    return index.max().item() + 1 if num_nodes is None else num_nodes\n\ndef softmax(src, index, num_nodes=None):\n    r\"\"\"Computes a sparsely evaluated softmax.\n    Given a value tensor :attr:`src`, this function first groups the values\n    along the first dimension based on the indices specified in :attr:`index`,\n    and then proceeds to compute the softmax individually for each group.\n\n    Args:\n        src (Tensor): The source tensor.\n        index (LongTensor): The indices of elements for applying the softmax.\n        num_nodes (int, optional): The number of nodes, *i.e.*\n            :obj:`max_val + 1` of :attr:`index`. (default: :obj:`None`)\n\n    :rtype: :class:`Tensor`\n    \"\"\"\n\n    num_nodes = maybe_num_nodes(index, num_nodes)\n\n    out = src - scatter_max(src, index, dim=0, dim_size=num_nodes)[0][index]\n    out = out.exp()\n    out = out / (\n        scatter_add(out, index, dim=0, dim_size=num_nodes)[index] + 1e-16)\n\n    return out\n\ndef get_param(shape):\n    param = Parameter(torch.Tensor(*shape))\n    xavier_normal_(param.data)\n    return param\n\ndef weight_init(layer):\n    if type(layer) == torch.nn.Linear:\n        torch.nn.init.xavier_normal_(layer.weight.data)\n        if layer.bias is not None:\n            torch.nn.init.constant_(layer.bias.data, 0)\n    return\n\n\ndef com_mult(a, b):\n    r1, i1 = a[..., 0], a[..., 1]\n    r2, i2 = b[..., 0], b[..., 1]\n    return torch.stack([r1 * r2 - i1 * i2, r1 * i2 + i1 * r2], dim=-1)\n\n\ndef conj(a):\n    a[..., 1] = -a[..., 1]\n    return a\n\n\ndef cconv(a, b):\n    return torch.irfft(com_mult(torch.rfft(a, 1), torch.rfft(b, 1)), 1,\n                       signal_sizes=(a.shape[-1],))\n\n\ndef ccorr(a, b):\n    return torch.irfft(com_mult(conj(torch.rfft(a, 1)), torch.rfft(b, 1)), 1,\n                       signal_sizes=(a.shape[-1],))\n\ndef rotate(h, r):\n    # re: first half, im: second half\n    # assume embedding dim is the last dimension\n    d = h.shape[-1]\n    h_re, h_im = torch.split(h, d // 2, -1)\n    r_re, r_im = torch.split(r, d // 2, -1)\n    return torch.cat([h_re * r_re - h_im * r_im,\n                        h_re * r_im + h_im * r_re], dim=-1)\n\n\ndef scatter_(name, src, index, dim_size=None):\n    r\"\"\"Aggregates all values from the :attr:`src` tensor at the indices\n    specified in the :attr:`index` tensor along the first dimension.\n    If multiple indices reference the same location, their contributions\n    are aggregated according to :attr:`name` (either :obj:`\"add\"`,\n    :obj:`\"mean\"` or :obj:`\"max\"`).\n\n    Args:\n        name (string): The aggregation to use (:obj:`\"add\"`, :obj:`\"mean\"`,\n            :obj:`\"max\"`).\n        src (Tensor): The source tensor.\n        index (LongTensor): The indices of elements to scatter.\n        dim_size (int, optional): Automatically create output tensor with size\n            :attr:`dim_size` in the first dimension. If set to :attr:`None`, a\n            minimal sized output tensor is returned. (default: :obj:`None`)\n\n    :rtype: :class:`Tensor`\n    \"\"\"\n\n    assert name in ['add', 'mean', 'max']\n\n    op = getattr(torch_scatter, 'scatter_{}'.format(name))\n    fill_value = -1e38 if name == 'max' else 0\n    out = op(src, index, 0, None, dim_size, fill_value)\n    if isinstance(out, tuple):\n        out = out[0]\n\n    if name == 'max':\n        out[out == fill_value] = 0\n\n    return out\n"
  },
  {
    "path": "nc/utils/utils_mytorch.py",
    "content": "from typing import List, Dict, Union\nfrom pathlib import Path\nfrom collections import namedtuple\nimport warnings\nimport os\nimport time\nimport json\nimport torch\nimport numpy as np\nimport pickle\nimport traceback\n\nclass ImproperCMDArguments(Exception): pass\nclass MismatchedDataError(Exception): pass\nclass BadParameters(Exception):\n    def __init___(self, dErrorArguments):\n        Exception.__init__(self, \"Unexpected value of parameter {0}\".format(dErrorArguments))\n        self.dErrorArguments = dErrorArguments\n\ntosave = namedtuple('ObjectsToSave','fname obj')\n\nclass FancyDict(dict):\n    def __init__(self, *args, **kwargs):\n        super().__init__(**kwargs)\n        self.__dict__ = self\n\nclass Timer:\n    \"\"\" Simple block which can be called as a context, to know the time of a block. \"\"\"\n    def __enter__(self):\n        self.start = time.perf_counter()\n        return self\n\n    def __exit__(self, *args):\n        self.end = time.perf_counter()\n        self.interval = self.end - self.start\n\ndef default_eval(y_pred, y_true):\n    \"\"\"\n        Expects a batch of input\n\n        :param y_pred: tensor of shape (b, nc)\n        :param y_true: tensor of shape (b, 1)\n    \"\"\"\n    return torch.mean((torch.argmax(y_pred, dim=1) == y_true).float())\n\ndef compute_mask(t: Union[torch.Tensor, np.array], padding_idx=0):\n    \"\"\"\n    compute mask on given tensor t\n    :param t: either a tensor or a nparry\n    :param padding_idx: the ID used to represented padded data\n    :return: a mask of the same shape as t\n    \"\"\"\n    if type(t) is np.ndarray:\n        mask = np.not_equal(t, padding_idx)*1.0\n    else:\n        mask = torch.ne(t, padding_idx).float()\n    return mask\n\n# Transparent, and simple argument parsing FTW!\ndef convert_nicely(arg, possible_types=(bool, float, int, str)):\n    \"\"\" Try and see what sticks. Possible types can be changed. \"\"\"\n    for data_type in possible_types:\n        try:\n\n            if data_type is bool:\n                # Hard code this shit\n                if arg in ['T', 'True', 'true']: return True\n                if arg in ['F', 'False', 'false']: return False\n                raise ValueError\n            else:\n                proper_arg = data_type(arg)\n                return proper_arg\n        except ValueError:\n            continue\n    # Here, i.e. no data type really stuck\n    warnings.warn(f\"None of the possible datatypes matched for {arg}. Returning as-is\")\n    return arg\n\n\ndef parse_args(raw_args: List[str], compulsory: List[str] = (), compulsory_msg: str = \"\",\n               types: Dict[str, type] = None, discard_unspecified: bool = False):\n    \"\"\"\n        I don't like argparse.\n        Don't like specifying a complex two liner for each every config flag/macro.\n\n        If you maintain a dict of default arguments, and want to just overwrite it based on command args,\n        call this function, specify some stuff like\n\n    :param raw_args: unparsed sys.argv[1:]\n    :param compulsory: if some flags must be there\n    :param compulsory_msg: what if some compulsory flags weren't there\n    :param types: a dict of confignm: type(configvl)\n    :param discard_unspecified: flag so that if something doesn't appear in config it is not returned.\n    :return:\n    \"\"\"\n\n    # parsed_args = _parse_args_(raw_args, compulsory=compulsory, compulsory_msg=compulsory_msg)\n    #\n    # # Change the \"type\" of arg, anyway\n\n    parsed = {}\n\n    while True:\n\n        try:                                        # Get next value\n            nm = raw_args.pop(0)\n        except IndexError:                          # We emptied the list\n            break\n\n        # Get value\n        try:\n            vl = raw_args.pop(0)\n        except IndexError:\n            raise ImproperCMDArguments(f\"A value was expected for {nm} parameter. Not found.\")\n\n        # Get type of value\n        if types:\n            try:\n                parsed[nm] = types[nm](vl)\n            except ValueError:\n                raise ImproperCMDArguments(f\"The value for {nm}: {vl} can not take the type {types[nm]}! \")\n            except KeyError:                    # This name was not included in the types dict\n                if not discard_unspecified:     # Add it nonetheless\n                    parsed[nm] = convert_nicely(vl)\n                else:                           # Discard it.\n                    continue\n        else:\n            parsed[nm] = convert_nicely(vl)\n\n    # Check if all the compulsory things are in here.\n    for key in compulsory:\n        try:\n            assert key in parsed\n        except AssertionError:\n            raise ImproperCMDArguments(compulsory_msg + f\"Found keys include {[k for k in parsed.keys()]}\")\n\n    # Finally check if something unwanted persists here\n    return parsed\n\n\ndef mt_save_dir(parentdir: Path, _newdir: bool = False):\n    \"\"\"\n            Function which returns the last filled/or newest unfilled folder in a particular dict.\n            Eg.1\n                parentdir is empty dir\n                    -> mkdir 0\n                    -> cd 0\n                    -> return parentdir/0\n\n            Eg.2\n                ls savedir -> 0, 1, 2, ... 9, 10, 11\n                    -> mkdir 12 && cd 12 (if newdir is True) else 11\n                    -> return parentdir/11 (or 12)\n\n            ** Usage **\n            Get a path using this function like so:\n                parentdir = Path('runs')\n                savedir = save_dir(parentdir, _newdir=True)\n\n        :param parentdir: pathlib.Path object of the parent directory\n        :param _newdir: bool flag to save in the last dir or make a new one\n        :return: None\n    \"\"\"\n\n    # Check if the dir exits\n    try:\n        assert parentdir.exists(), f'{parentdir} does not exist. Making it'\n    except AssertionError:\n        parentdir.mkdir(parents=False)\n\n    # List all folders within, and convert them to ints\n    existing = sorted([int(x) for x in os.listdir(parentdir) if x.isdigit()], reverse=True)\n\n    if not existing:\n        # If no subfolder exists\n        parentdir = parentdir / '0'\n        parentdir.mkdir()\n    elif _newdir:\n        # If there are subfolders and we want to make a new dir\n        parentdir = parentdir / str(existing[0] + 1)\n        parentdir.mkdir()\n    else:\n        # There are other folders and we dont wanna make a new folder\n        parentdir = parentdir / str(existing[0])\n\n    return parentdir\n\n\ndef mt_save(savedir: Path, message: str = None, message_fname: str = None, torch_stuff: list = None, pickle_stuff: list = None,\n            numpy_stuff: list = None, json_stuff: list = None):\n    \"\"\"\n\n        Saves bunch of diff stuff in a particular dict.\n\n        NOTE: all the stuff to save should also have an accompanying filename, and so we use tosave named tuple defined above as\n            tosave = namedtuple('ObjectsToSave','fname obj')\n\n        ** Usage **\n        # say `encoder` is torch module, and `traces` is a python obj (dont care what)\n        parentdir = Path('runs')\n        savedir = save_dir(parentdir, _newdir=True)\n        save(\n                savedir,\n                torch_stuff = [tosave(fname='model.torch', obj=encoder)],\n                pickle_stuff = [tosave('traces.pkl', traces)]\n            )\n\n\n    :param savedir: pathlib.Path object of the parent directory\n    :param message: a message to be saved in the folder alongwith (as text)\n    :param torch_stuff: list of tosave tuples to be saved with torch.save functions\n    :param pickle_stuff: list of tosave tuples to be saved with pickle.dump\n    :param numpy_stuff: list of tosave tuples to be saved with numpy.save\n    :param json_stuff: list of tosave tuples to be saved with json.dump\n    :return: None\n    \"\"\"\n\n    assert savedir.is_dir(), f'{savedir} is not a directory!'\n\n    # Commence saving shit!\n    if message:\n        with open(savedir / 'message.txt' if message_fname is None else savedir / message_fname, 'w+') as f:\n            f.write(message)\n\n    for data in torch_stuff or ():\n        try:\n            torch.save(data.obj, savedir / data.fname)\n        except:\n            traceback.print_exc()\n\n    for data in pickle_stuff or ():\n        try:\n            pickle.dump(data.obj, open(savedir / data.fname, 'wb+'))\n        except:\n            traceback.print_exc()\n\n    for data in numpy_stuff or ():\n        try:\n            np.save(savedir / data.fname, data.obj)\n        except:\n            traceback.print_exc()\n\n    for data in json_stuff or ():\n        # Filter out: only things belonging to specific types should be saved.\n        saving_data = {k: v for k, v in data.obj.items() if type(v) in [str, int, float, np.int, np.float, np.long, bool]}\n        try:\n            json.dump(saving_data, open(savedir / data.fname, 'w+'))\n        except:\n            traceback.print_exc()\n\n\nclass SimplestSampler:\n    \"\"\"\n        Given X and Y matrices (or lists of lists),\n            it returns a batch worth of stuff upon __next__\n    :return:\n    \"\"\"\n\n    def __init__(self, data, bs: int = 64):\n\n        try:\n            assert len(data[\"x\"]) == len(data[\"y\"])\n        except AssertionError:\n\n            raise MismatchedDataError(f\"Length of x is {len(data['x'])} while of y is {len(data['y'])}\")\n\n        self.x = data[\"x\"]\n        self.y = data[\"y\"]\n        self.n = len(self.x)\n        self.bs = bs  # Batch Size\n\n    def __len__(self):\n        return self.n // self.bs - (1 if self.n % self.bs else 0)\n\n    def __iter__(self):\n        self.i, self.iter = 0, 0\n        return self\n\n    def __next__(self):\n        if self.i + self.bs >= self.n:\n            raise StopIteration\n\n        _x, _y = self.x[self.i:self.i + self.bs], self.y[self.i:self.i + self.bs]\n        self.i += self.bs\n\n        return _x, _y\n\n\n"
  },
  {
    "path": "ogb/download.sh",
    "content": "wget -P ./data/ https://nodepiece-data.s3.ca-central-1.amazonaws.com/ogb-wikikg2/ogbl-wikikg2_20000_anchors_20000_paths_d0.4_b0.0_p0.4_r0.2_pykeen_50sp_bfs.pkl"
  },
  {
    "path": "ogb/ogb_tokenizer.py",
    "content": "import torch\nimport numpy as np\nimport pickle\nimport multiprocessing as mp\nimport networkx as nx\nfrom functools import partial\nfrom igraph import Graph\nfrom torch_geometric.data.cluster import ClusterData\nfrom torch_geometric.data import Data\n\nfrom torch import nn\nfrom pykeen.triples import TriplesFactory\nfrom typing import List, Dict\nfrom pathlib import Path\nfrom tqdm import tqdm\nfrom tqdm.contrib.concurrent import process_map, thread_map\nimport random\n\nclass NodePiece_OGB:\n\n    \"\"\"\n        NodePiece for OGB: uses a parallel batch mode for anchor mining\n    \"\"\"\n\n    def __init__(self,\n                 triples: TriplesFactory,\n                 dataset_name: str,\n                 num_anchors: int,\n                 anchor_strategy: Dict[str, float],\n                 num_paths: int,\n                 limit_shortest: int = 0,\n                 limit_random: int = 0,\n                 add_identity: bool = False,\n                 mode: str = \"bfs\",\n                 tkn_batch: int = 100,\n                 inv: bool = False,\n                 dir: str = \"in\",\n                 partition: int = 1,\n                 cpus: int = 1,\n                 ) -> None:\n        super().__init__()\n\n        self.triples_factory = triples\n        self.dataset_name = dataset_name\n        self.num_anchors = num_anchors\n        self.anchor_strategy = anchor_strategy\n        self.num_paths = num_paths\n        self.sp_limit = limit_shortest\n        self.rand_limit = limit_random\n        self.partition = partition\n        self.cpus = cpus\n\n        if self.sp_limit * self.rand_limit != 0:\n            raise Exception(\"-sp_limit and -rand_limit are mutually exclusive\")\n\n        self.add_identity = add_identity\n        self.tkn_mode = mode\n\n        self.NOTHING_TOKEN = -99\n        self.CLS_TOKEN = -1\n        self.MASK_TOKEN = -10\n        self.PADDING_TOKEN = -100\n        self.SEP_TOKEN = -2\n\n        self.batch_size = tkn_batch\n        self.use_inv = inv\n        self.dir = dir\n\n\n        self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n\n        assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n        assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n\n        self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n\n        self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n        self.rel2token = {t: i + len(self.top_entities) for i, t in\n                          enumerate(list(self.triples_factory.relation_to_id.values()))}\n        self.vocab_size = len(self.token2id) + len(self.rel2token)\n\n\n        self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n\n        if self.add_identity:\n            # add identity for anchor nodes as the first / closest node\n            if self.tkn_mode != \"bfs\":\n                for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n                    self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n            else:\n                for anchor in self.top_entities[:-4]:\n                    self.vocab[anchor]['ancs'] = [anchor] + self.vocab[anchor]['ancs'][:-1]\n                    self.vocab[anchor]['dists'][0] = 0\n\n\n\n    def tokenize_kg(self):\n\n        strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n\n        filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n        if self.sp_limit > 0:\n            filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n        if self.rand_limit > 0:\n            filename += f\"_{self.rand_limit}rand\"\n        if self.tkn_mode == \"bfs\":\n            filename += \"_bfs\"\n        if self.partition > 1:\n            filename += f\"_metis{self.partition}\"\n        filename += \".pkl\"\n        self.model_name = filename.split('.pkl')[0]\n        path = Path(filename)\n        if path.is_file():\n            anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n            return anchors, non_anchors, vocab\n\n        if type(self.triples_factory.mapped_triples) == torch.Tensor:\n            src, tgt, rels = self.triples_factory.mapped_triples[:, 0].numpy(), self.triples_factory.mapped_triples[:, 2].numpy(), self.triples_factory.mapped_triples[:, 1].numpy()\n        else:\n            # dummy triple factory for OGB\n            src, tgt, rels = self.triples_factory.mapped_triples['head'], self.triples_factory.mapped_triples['tail'], self.triples_factory.mapped_triples['relation']\n        edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n        graph = Graph(n=self.triples_factory.num_entities, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n\n\n        anchors = []\n        for strategy, ratio in self.anchor_strategy.items():\n            if ratio <= 0.0:\n                continue\n            topK = int(np.ceil(ratio * self.num_anchors))\n            print(f\"Computing the {strategy} nodes\")\n            if strategy == \"degree\":\n                # top_nodes = sorted(graph.degree(), key=lambda x: x[1], reverse=True) # OLD NetworkX\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"betweenness\":\n                raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n            elif strategy == \"pagerank\":\n                #top_nodes = sorted(nx.pagerank(nx.DiGraph(graph)).items(), key=lambda x: x[1], reverse=True)\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"random\":\n                top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.triples_factory.num_entities))]\n\n            # slow version\n            # selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n\n            # faster version\n            tops = {k: v for k, v in top_nodes}\n            # remove ancs\n            for a in anchors:\n                tops.pop(a, None)\n            selected_nodes = [k for k, v in tops.items()][:topK]  # dict is ordered so the sorted order is preserved\n\n            anchors.extend(selected_nodes)\n            print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n\n        vocab = self.create_all_paths(graph, anchors) if self.partition == 1 else self.mine_parallel(anchors) # self.mine_partitions(anchors)\n        top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n        non_core_entities = [i for i in range(self.triples_factory.num_entities) if i not in anchors]\n\n        pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n        print(\"Vocabularized and saved!\")\n\n        return top_entities, non_core_entities, vocab\n\n\n    def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n\n        vocab = {}\n        if self.rand_limit == 0:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} shortest paths per node\")\n        else:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.rand_limit} random paths per node\")\n\n        if self.tkn_mode:\n            top_np = np.array(top_entities)\n            anc_set = set(top_entities)\n\n        # igraph_mode = \"in\" if self.use_inv else \"all\"\n\n        for i in tqdm(range(0, self.triples_factory.num_entities, self.batch_size)):\n\n            batch_verts = list(range(0, self.triples_factory.num_entities))[i: i+self.batch_size]\n\n            limit = self.sp_limit if self.sp_limit != 0 else (self.rand_limit if self.rand_limit != 0 else self.num_paths)\n            nearest_ancs, anc_dists = [[] for _ in range(len(batch_verts))], [[] for _ in range(len(batch_verts))]\n            hop = 1\n            while any([len(lst) < limit for lst in nearest_ancs]):\n                tgt_idx = [k for k in range(len(batch_verts)) if len(nearest_ancs[k]) < limit]\n                verts = [batch_verts[idx] for idx in tgt_idx]\n                neigbs_list = graph.neighborhood(vertices=verts, order=hop, mode=self.dir, mindist=hop)  # list of lists\n                ancs = [list(set(neigbs).intersection(anc_set).difference(set(nearest_ancs[id]))) for id, neigbs in enumerate(neigbs_list)]\n                # updating anchor lists\n                for local_idx, global_idx in enumerate(tgt_idx):\n                    nearest_ancs[global_idx].extend(ancs[local_idx])\n                    anc_dists[global_idx].extend([hop for _ in range(len(ancs[local_idx]))])\n                # nearest_ancs.extend(ancs)\n                # anc_dists.extend([hop for _ in range(len(ancs))])\n                hop += 1\n                if hop >= 50:  # hardcoded constant for a disconnected node\n                    for idx in tgt_idx:\n                        nearest_ancs[idx].extend([self.NOTHING_TOKEN for _ in range(limit - len(nearest_ancs[idx]))])\n                        anc_dists[idx].extend([0 for _ in range(limit - len(anc_dists[idx]))])\n                        break\n\n            # update the vocab\n            for idx, v in enumerate(batch_verts):\n                vocab[v] = {'ancs': nearest_ancs[idx][:limit], 'dists': anc_dists[idx][:limit]}\n\n\n        return vocab\n\n\n    def mine_partitions(self, anchors) -> Dict[int, List]:\n        # let's try splitting the graph into connected components with METIS and run mining on them\n\n        src, tgt = self.triples_factory.mapped_triples['head'], self.triples_factory.mapped_triples['tail']\n        edgelist = [[s, t] for s, t in zip(src, tgt)]\n        pyg_graph = Data(edge_index=torch.tensor(edgelist).T, num_nodes=self.triples_factory.num_entities)\n        print(f\"Using METIS to partition the graph into {self.partition} partitions\")\n        clusters = ClusterData(pyg_graph, num_parts=self.partition)\n\n        vocab = {}\n\n        # now find anchors in each cluster and tokenize clusters one by one\n        for cluster_id in range(len(clusters)):\n            print(f\"Processing cluster {cluster_id}\")\n            start = int(clusters.partptr[cluster_id])\n            end = int(clusters.partptr[cluster_id + 1])\n            cluster_nodes = clusters.perm[start: end]\n            cluster_anchors = list(set(cluster_nodes.cpu().numpy()).intersection(set(anchors)))\n\n            # map global anchor IDs to local ids [they start from 0 to num_nodes in cluster]\n            local_anchor_ids = []\n            for anc_idx, anc in enumerate(cluster_anchors):\n                local_id = (cluster_nodes == anc).nonzero(as_tuple=False)\n                local_anchor_ids.append(local_id.item())\n\n            node_mapping = {i: n.item() for i, n in enumerate(cluster_nodes)}\n            anchor_mapping = {loc_id: glob_id for loc_id, glob_id in zip(local_anchor_ids, cluster_anchors)}\n            anchor_mapping[-99] = -99\n\n            cluster = clusters[cluster_id]\n            cl_vocab = self.bfs_cluster(cluster, local_anchor_ids)\n\n            # re-map back to global ids\n            cl_vocab = {node_mapping[k]: {\n                'ancs': [anchor_mapping[a] for a in v['ancs']],\n                'dists': v['dists']\n            } for k, v in cl_vocab.items()}\n            vocab.update(cl_vocab)\n\n        # sort vocab by key - need it to be in the ascending order 0 - n\n        vocab = dict(sorted(vocab.items()))\n        return vocab\n\n\n    def bfs_cluster(self, cluster: Data, anchors: List, tqdm_pos=None) -> Dict[int, List]:\n\n        num_nodes = cluster.edge_index.max() + 1\n        edge_index = cluster.edge_index\n        anc_set = set(anchors)\n        vocab = {}\n\n        edgelist = [[s.item(), t.item()] for s, t in zip(edge_index[0], edge_index[1])]\n        graph = Graph(n=num_nodes, edges=edgelist, directed=False)\n\n        # for i in tqdm(range(num_nodes)):\n        #     limit = self.sp_limit if self.sp_limit != 0 else (self.rand_limit if self.rand_limit != 0 else self.num_paths)\n        #     nearest_ancs, anc_dists = [], []\n        #     hop = 1\n        #     while len(nearest_ancs) < limit:\n        #         neigbs = graph.neighborhood(vertices=i, order=hop, mode=\"all\", mindist=hop)\n        #         ancs = list(set(neigbs).intersection(anc_set).difference(set(nearest_ancs)))\n        #         nearest_ancs.extend(ancs)\n        #         anc_dists.extend([hop for _ in range(len(ancs))])\n        #         hop += 1\n        #         if hop >= 50:  # hardcoded constant for a disconnected node\n        #             nearest_ancs.extend([self.NOTHING_TOKEN for _ in range(limit - len(nearest_ancs))])\n        #             anc_dists.extend([0 for _ in range(limit - len(anc_dists))])\n        #             break\n        #     vocab[i] = {'ancs': nearest_ancs[:limit], 'dists': anc_dists[:limit]}\n\n        ## BATCH version\n        for i in tqdm(range(0, num_nodes, self.batch_size), position=tqdm_pos):\n\n            batch_verts = list(range(0, num_nodes))[i: i+self.batch_size]\n\n            limit = self.sp_limit if self.sp_limit != 0 else (self.rand_limit if self.rand_limit != 0 else self.num_paths)\n            nearest_ancs, anc_dists = [[] for _ in range(len(batch_verts))], [[] for _ in range(len(batch_verts))]\n            hop = 1\n            while any([len(lst) < limit for lst in nearest_ancs]):\n                tgt_idx = [k for k in range(len(batch_verts)) if len(nearest_ancs[k]) < limit]\n                verts = [batch_verts[idx] for idx in tgt_idx]\n                neigbs_list = graph.neighborhood(vertices=verts, order=hop, mode=self.dir, mindist=hop)  # list of lists\n                ancs = [list(set(neigbs).intersection(anc_set).difference(set(nearest_ancs[id]))) for id, neigbs in enumerate(neigbs_list)]\n                # updating anchor lists\n                for local_idx, global_idx in enumerate(tgt_idx):\n                    nearest_ancs[global_idx].extend(ancs[local_idx])\n                    anc_dists[global_idx].extend([hop for _ in range(len(ancs[local_idx]))])\n\n                hop += 1\n                if hop >= 50:  # hardcoded constant for a disconnected node\n                    for idx in tgt_idx:\n                        nearest_ancs[idx].extend([self.NOTHING_TOKEN for _ in range(limit - len(nearest_ancs[idx]))])\n                        anc_dists[idx].extend([0 for _ in range(limit - len(anc_dists[idx]))])\n                        break\n\n            # update the vocab\n            for idx, v in enumerate(batch_verts):\n                vocab[v] = {'ancs': nearest_ancs[idx][:limit], 'dists': anc_dists[idx][:limit]}\n\n        return vocab\n\n    def mine_parallel(self, anchors):\n        from tqdm.contrib.concurrent import process_map\n        # let's try splitting the graph into connected components with METIS and run mining on them\n        src, tgt = self.triples_factory.mapped_triples['head'], self.triples_factory.mapped_triples['tail']\n        edgelist = [[s, t] for s, t in zip(src, tgt)]\n        pyg_graph = Data(edge_index=torch.tensor(edgelist).T, num_nodes=self.triples_factory.num_entities)\n        print(f\"Using METIS to partition the graph into {self.partition} partitions\")\n        clusters = ClusterData(pyg_graph, num_parts=self.partition)\n\n        vocab = {}\n        data_points = []\n\n        # now find anchors in each cluster and tokenize clusters one by one\n        for cluster_id in range(len(clusters)):\n            start = int(clusters.partptr[cluster_id])\n            end = int(clusters.partptr[cluster_id + 1])\n            cluster_nodes = clusters.perm[start: end]\n            cluster_anchors = list(set(cluster_nodes.cpu().numpy()).intersection(set(anchors)))\n\n            # map global anchor IDs to local ids [they start from 0 to num_nodes in cluster]\n            local_anchor_ids = []\n            for anc_idx, anc in enumerate(cluster_anchors):\n                local_id = (cluster_nodes == anc).nonzero(as_tuple=False)\n                local_anchor_ids.append(local_id.item())\n\n            node_mapping = {i: n.item() for i, n in enumerate(cluster_nodes)}\n            anchor_mapping = {loc_id: glob_id for loc_id, glob_id in zip(local_anchor_ids, cluster_anchors)}\n            anchor_mapping[-99] = -99\n\n            #cluster = clusters[cluster_id]\n\n            data_points.append({\n                'clusters': clusters,\n                'node_mapping': node_mapping,\n                'anchor_mapping': anchor_mapping,\n                'local_anchor_id': local_anchor_ids,\n                'tqdm_pos': cluster_id + 1,  # we have an outer loop that starts with 0\n            })\n\n        all_batches = process_map(self.mining_subp, data_points, max_workers=self.cpus)\n        for d in all_batches:\n            vocab.update(d)\n\n        # sort vocab by key - need it to be in the ascending order 0 - n\n        vocab = dict(sorted(vocab.items()))\n        return vocab\n\n    def mining_subp(self, data_point):\n        clusters, node_mapping, anchor_mapping, local_anchor_ids, tqdm_pos = data_point.values()\n        cluster = clusters[tqdm_pos - 1]\n        cl_vocab = self.bfs_cluster(cluster, local_anchor_ids, tqdm_pos)\n\n        # re-map back to global ids\n        cl_vocab = {node_mapping[k]: {\n            'ancs': [anchor_mapping[a] for a in v['ancs']],\n            'dists': v['dists']\n        } for k, v in cl_vocab.items()}\n\n        return cl_vocab\n"
  },
  {
    "path": "ogb/ogb_wikikg2/dataloader.py",
    "content": "from __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport numpy as np\nimport torch\n\nfrom torch.utils.data import Dataset\n\n\nclass TrainDataset(Dataset):\n    def __init__(self, triples, nentity, nrelation, negative_sample_size, mode, count, true_head, true_tail):\n        self.len = len(triples['head'])\n        self.triples = triples\n        self.nentity = nentity\n        self.nrelation = nrelation\n        self.negative_sample_size = negative_sample_size\n        self.mode = mode\n        self.count = count\n        self.true_head = true_head\n        self.true_tail = true_tail\n\n    def __len__(self):\n        return self.len\n\n    def __getitem__(self, idx):\n        head, relation, tail = self.triples['head'][idx], self.triples['relation'][idx], self.triples['tail'][idx]\n        positive_sample = [head, relation, tail]\n\n        subsampling_weight = self.count[(head, relation)] + self.count[(tail, -relation - 1)]\n        subsampling_weight = torch.sqrt(1 / torch.Tensor([subsampling_weight]))\n\n        # negative_sample_list = []\n        # negative_sample_size = 0\n\n        # while negative_sample_size < self.negative_sample_size:\n        #     negative_sample = np.random.randint(self.nentity, size=self.negative_sample_size*2)\n        #     if self.mode == 'head-batch':\n        #         mask = np.in1d(\n        #             negative_sample,\n        #             self.true_head[(relation, tail)],\n        #             assume_unique=True,\n        #             invert=True\n        #         )\n        #     elif self.mode == 'tail-batch':\n        #         mask = np.in1d(\n        #             negative_sample,\n        #             self.true_tail[(head, relation)],\n        #             assume_unique=True,\n        #             invert=True\n        #         )\n        #     else:\n        #         raise ValueError('Training batch mode %s not supported' % self.mode)\n        #     negative_sample = negative_sample[mask]\n        #     negative_sample_list.append(negative_sample)\n        #     negative_sample_size += negative_sample.size\n\n        # negative_sample = np.concatenate(negative_sample_list)[:self.negative_sample_size]\n\n        # negative_sample = torch.from_numpy(negative_sample)\n        # negative_sample = torch.from_numpy(np.random.randint(self.nentity, size=self.negative_sample_size))\n        negative_sample = torch.randint(0, self.nentity, (self.negative_sample_size,))\n        positive_sample = torch.LongTensor(positive_sample)\n\n        return positive_sample, negative_sample, subsampling_weight, self.mode\n\n    @staticmethod\n    def collate_fn(data):\n        positive_sample = torch.stack([_[0] for _ in data], dim=0)\n        negative_sample = torch.stack([_[1] for _ in data], dim=0)\n        subsample_weight = torch.cat([_[2] for _ in data], dim=0)\n        mode = data[0][3]\n        return positive_sample, negative_sample, subsample_weight, mode\n\n\nclass TestDataset(Dataset):\n    def __init__(self, triples, args, mode, random_sampling):\n        self.len = len(triples['head'])\n        self.triples = triples\n        self.nentity = args.nentity\n        self.nrelation = args.nrelation\n        self.mode = mode\n        self.random_sampling = random_sampling\n        if random_sampling:\n            self.neg_size = args.neg_size_eval_train\n\n    def __len__(self):\n        return self.len\n\n    def __getitem__(self, idx):\n        head, relation, tail = self.triples['head'][idx], self.triples['relation'][idx], self.triples['tail'][idx]\n        positive_sample = torch.LongTensor((head, relation, tail))\n\n        if self.mode == 'head-batch':\n            if not self.random_sampling:\n                negative_sample = torch.cat([torch.LongTensor([head]), torch.from_numpy(self.triples['head_neg'][idx])])\n            else:\n                negative_sample = torch.cat(\n                    [torch.LongTensor([head]), torch.randint(0, self.nentity, size=(self.neg_size,))])\n        elif self.mode == 'tail-batch':\n            if not self.random_sampling:\n                negative_sample = torch.cat([torch.LongTensor([tail]), torch.from_numpy(self.triples['tail_neg'][idx])])\n            else:\n                negative_sample = torch.cat(\n                    [torch.LongTensor([tail]), torch.randint(0, self.nentity, size=(self.neg_size,))])\n\n        return positive_sample, negative_sample, self.mode\n\n    @staticmethod\n    def collate_fn(data):\n        positive_sample = torch.stack([_[0] for _ in data], dim=0)\n        negative_sample = torch.stack([_[1] for _ in data], dim=0)\n        mode = data[0][2]\n\n        return positive_sample, negative_sample, mode\n\n\nclass BidirectionalOneShotIterator(object):\n    def __init__(self, dataloader_head, dataloader_tail):\n        self.iterator_head = self.one_shot_iterator(dataloader_head)\n        self.iterator_tail = self.one_shot_iterator(dataloader_tail)\n        self.step = 0\n\n    def __next__(self):\n        self.step += 1\n        if self.step % 2 == 0:\n            data = next(self.iterator_head)\n        else:\n            data = next(self.iterator_tail)\n        return data\n\n    @staticmethod\n    def one_shot_iterator(dataloader):\n        '''\n        Transform a PyTorch Dataloader into python iterator\n        '''\n        while True:\n            for data in dataloader:\n                yield data"
  },
  {
    "path": "ogb/ogb_wikikg2/dummy_factory.py",
    "content": "class DummyTripleFactory:\n\n    '''\n    This is to mimic pykeen's triple factory which is a default input for the KG Tokenizer\n    '''\n\n    def __init__(self, triples, ne, nr):\n\n        self.mapped_triples = triples\n        self.num_entities = ne\n        self.num_relations = nr\n\n        self.relation_to_id = {i: i for i in range(nr)}"
  },
  {
    "path": "ogb/ogb_wikikg2/model.py",
    "content": "from __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport logging\n\nimport numpy as np\n\nimport torch\nimport torch.nn as nn\nimport torch.nn.functional as F\nimport random\n\nfrom torch.utils.data import DataLoader\nfrom ogb_wikikg2.dataloader import TestDataset\nfrom collections import defaultdict\nfrom typing import Optional\nfrom tqdm import tqdm\n\nfrom torch.nn import TransformerEncoderLayer, TransformerEncoder, GRU\n\nfrom ogb.linkproppred import Evaluator\n\n\nclass KGEModel(nn.Module):\n    def __init__(self, model_name, nentity, nrelation, hidden_dim, gamma, evaluator,\n                 tokenizer, pooler, use_rels, rel_policy, sample_paths,\n                 trf_layers, trf_heads, trf_hidden, drop, use_distances, max_seq_len,\n                 sample_rels, triples, ablate_anchors, device,\n                 double_entity_embedding=False, double_relation_embedding=False):\n        super(KGEModel, self).__init__()\n        self.model_name = model_name\n        self.nentity = nentity\n        self.nrelation = nrelation\n        self.hidden_dim = hidden_dim\n        self.epsilon = 2.0\n\n        self.pooler = pooler\n        self.use_rels = use_rels\n        self.policy = rel_policy\n        self.sample_paths = sample_paths\n        self.use_distances = use_distances\n        self.max_seq_len = max_seq_len\n        self.sample_rels = sample_rels\n        self.drop = drop\n        self.triples = triples\n        self.ablate_anchors = ablate_anchors\n        self.device = device\n\n\n        self.gamma = nn.Parameter(\n            torch.Tensor([gamma]),\n            requires_grad=False\n        )\n\n        self.embedding_range = nn.Parameter(\n            torch.Tensor([(self.gamma.item() + self.epsilon) / hidden_dim]),\n            requires_grad=False\n        )\n\n        self.entity_dim = hidden_dim * 2 if double_entity_embedding else hidden_dim\n        self.relation_dim = hidden_dim * 2 if double_relation_embedding else hidden_dim\n\n        # anchors hashing mechanism\n\n        self.set_enc = nn.Sequential(\n            nn.Linear(self.entity_dim * (self.sample_paths + self.sample_rels), self.entity_dim * 2), nn.Dropout(drop), nn.ReLU(),\n            nn.Linear(self.entity_dim * 2, self.entity_dim)\n        ) if not self.ablate_anchors else nn.Sequential(\n            nn.Linear(self.entity_dim * sample_rels, self.entity_dim * 2), nn.Dropout(drop), nn.ReLU(),\n            nn.Linear(self.entity_dim * 2, self.entity_dim)\n        )\n\n        # init\n        for module in self.set_enc.modules():\n            if module is self:\n                continue\n            if hasattr(module, \"reset_parameters\"):\n                module.reset_parameters()\n\n        self.anchor_embeddings = nn.Embedding(num_embeddings=len(tokenizer.token2id)+1, embedding_dim=self.entity_dim)\n        nn.init.uniform_(\n            tensor=self.anchor_embeddings.weight,  # .weight for Embedding\n            a=-self.embedding_range.item(),\n            b=self.embedding_range.item()\n        )\n\n        # back to normal relation embs, +1 for the padding relation\n        self.relation_embedding = nn.Embedding(num_embeddings=nrelation, embedding_dim=self.relation_dim)\n        nn.init.uniform_(\n            tensor=self.relation_embedding.weight,\n            a=-self.embedding_range.item(),\n            b=self.embedding_range.item()\n        )\n\n\n\n        # Do not forget to modify this line when you add a new model in the \"forward\" function\n        if model_name not in ['TransE', 'DistMult', 'ComplEx', 'RotatE', 'AutoSF']:\n            raise ValueError('model %s not supported' % model_name)\n\n        if model_name == 'RotatE' and (not double_entity_embedding or double_relation_embedding):\n            raise ValueError('RotatE should use --double_entity_embedding')\n\n        if model_name == 'ComplEx' and (not double_entity_embedding or not double_relation_embedding):\n            raise ValueError('ComplEx should use --double_entity_embedding and --double_relation_embedding')\n\n        if model_name == 'PairRE' and (not double_relation_embedding):\n            raise ValueError('PairRE should use --double_relation_embedding')\n\n        self.evaluator = evaluator\n\n        print(\"Creating hashes\")\n\n        hashes = [\n            [tokenizer.token2id[token] for token in vals['ancs'][:min(self.sample_paths, len(vals['ancs']))]] + [\n                tokenizer.token2id[tokenizer.PADDING_TOKEN]] * (self.sample_paths - len(vals['ancs']))\n            for entity, vals in tokenizer.vocab.items()\n        ]\n        distances = [\n            [d for d in vals['dists'][:min(self.sample_paths, len(vals['dists']))]] + [0] * (\n                        self.sample_paths - len(vals['dists']))\n            for entity, vals in tokenizer.vocab.items()\n        ]\n\n        self.max_seq_len = max([d for row in distances for d in row])\n        print(\n            f\"Changed max seq len from {max_seq_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n        self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n        self.distances = torch.tensor(distances, dtype=torch.long, device=self.device)\n\n        print(\"Creating relational context\")\n        if self.sample_rels > 0:\n            pad_idx = nrelation - 1\n            e2r = defaultdict(set)\n            for i in tqdm(range(len(self.triples['head']))):\n                e2r[self.triples['head'][i]].add(self.triples['relation'][i])\n\n            len_stats = [len(v) for k,v in e2r.items()]\n            print(f\"Unique relations per node - min: {min(len_stats)}, avg: {np.mean(len_stats)}, 66th perc: {np.percentile(len_stats, 66)}, max: {max(len_stats)} \")\n            unique_1hop_relations = [\n                random.sample(e2r[i], k=min(self.sample_rels, len(e2r[i]))) + [pad_idx] * (self.sample_rels-min(len(e2r[i]), self.sample_rels))\n                for i in range(self.nentity)\n            ]\n            self.unique_1hop_relations = torch.tensor(unique_1hop_relations, dtype=torch.long, device=self.device)\n\n\n        # distance integer to denote path lengths\n        self.dist_emb = nn.Embedding(self.max_seq_len + 1, embedding_dim=self.entity_dim)\n        torch.nn.init.xavier_uniform_(self.dist_emb.weight)\n\n        with torch.no_grad():\n            self.anchor_embeddings.weight[tokenizer.token2id[tokenizer.PADDING_TOKEN]] = torch.zeros(self.entity_dim)\n            self.relation_embedding.weight.data[-1] = torch.zeros(self.relation_dim)\n            self.dist_emb.weight[0] = torch.zeros(self.entity_dim)\n\n\n    def pool_anchors(self, anc_embs: torch.FloatTensor, mask: Optional[torch.BoolTensor] = None) -> torch.FloatTensor:\n        \"\"\"\n        input shape: (bs, num_anchors, emb_dim)\n        output shape: (bs, emb_dim)\n        \"\"\"\n        if self.pooler == \"set\":\n            pooled = self.set_enc(anc_embs)\n        elif self.pooler == \"cat\":\n            anc_embs = anc_embs.view(anc_embs.shape[0], -1)\n            pooled = self.set_enc(anc_embs) if self.sample_paths != 1 else anc_embs\n        elif self.pooler == \"trf\" or self.pooler == \"moe\":\n            pooled = self.set_enc(anc_embs.transpose(1, 0))  # output shape: (seq_len, bs, dim)\n            pooled = pooled.mean(dim=0)  # output shape: (bs, dim)\n            if self.policy == \"cat\":\n                pooled = self.linear(pooled)\n\n        return pooled\n\n\n    def encode_by_index(self, entities: torch.LongTensor) -> torch.FloatTensor:\n\n        hashes, dists = self.hashes[entities], self.distances[entities]\n\n        #anc_embs = torch.index_select(self.anchor_embeddings, dim=0, index=hashes)\n        anc_embs = self.anchor_embeddings(hashes)\n        mask = None\n\n        if self.use_distances:\n            dist_embs = self.dist_emb(dists)\n            anc_embs += dist_embs\n\n        if self.sample_rels > 0:\n            rels = self.unique_1hop_relations[entities]  # (bs, rel_sample_size)\n            #rels = torch.index_select(self.relation_embedding, dim=0, index=rels)   # (bs, rel_sample_size, dim)\n            rels = self.relation_embedding(rels)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask)\n        return anc_embs\n\n\n    def forward(self, sample, mode='single'):\n        '''\n        Forward function that calculate the score of a batch of triples.\n        In the 'single' mode, sample is a batch of triple.\n        In the 'head-batch' or 'tail-batch' mode, sample consists two part.\n        The first part is usually the positive sample.\n        And the second part is the entities in the negative samples.\n        Because negative samples and positive samples usually share two elements\n        in their triple ((head, relation) or (relation, tail)).\n        '''\n\n        if mode == 'single':\n            batch_size, negative_sample_size = sample.size(0), 1\n\n            head = self.encode_by_index(sample[:, 0]).unsqueeze(1)\n\n            relation = self.relation_embedding(sample[:, 1]).unsqueeze(1)\n            # relation = torch.index_select(\n            #     self.relation_embedding,\n            #     dim=0,\n            #     index=sample[:, 1]\n            # ).unsqueeze(1)\n\n            tail = self.encode_by_index(sample[:, 2]).unsqueeze(1)\n\n        elif mode == 'head-batch':\n            tail_part, head_part = sample\n            batch_size, negative_sample_size = head_part.size(0), head_part.size(1)\n\n            head = self.encode_by_index(head_part.view(-1)).view(batch_size, negative_sample_size, -1)\n\n            relation = self.relation_embedding(tail_part[:, 1]).unsqueeze(1)\n            # relation = torch.index_select(\n            #     self.relation_embedding,\n            #     dim=0,\n            #     index=tail_part[:, 1]\n            # ).unsqueeze(1)\n\n            tail = self.encode_by_index(tail_part[:, 2]).unsqueeze(1)\n\n        elif mode == 'tail-batch':\n            head_part, tail_part = sample\n            batch_size, negative_sample_size = tail_part.size(0), tail_part.size(1)\n\n            head = self.encode_by_index(head_part[:, 0]).unsqueeze(1)\n\n            relation = self.relation_embedding(head_part[:, 1]).unsqueeze(1)\n            # relation = torch.index_select(\n            #     self.relation_embedding,\n            #     dim=0,\n            #     index=head_part[:, 1]\n            # ).unsqueeze(1)\n\n            tail = self.encode_by_index(tail_part.view(-1)).view(batch_size, negative_sample_size, -1)\n\n        else:\n            raise ValueError('mode %s not supported' % mode)\n\n        model_func = {\n            'TransE': self.TransE,\n            'DistMult': self.DistMult,\n            'ComplEx': self.ComplEx,\n            'RotatE': self.RotatE,\n            'AutoSF': self.AutoSF,\n            'PairRE': self.PairRE,\n        }\n\n        if self.model_name in model_func:\n            score = model_func[self.model_name](head, relation, tail, mode)\n        else:\n            raise ValueError('model %s not supported' % self.model_name)\n\n        return score\n\n    def AutoSF(self, head, relation, tail, mode):\n\n        if mode == 'head-batch':\n            rs = torch.chunk(relation, 4, dim=-1)\n            ts = torch.chunk(tail, 4, dim=-1)\n            rt0 = rs[0] * ts[0]\n            rt1 = rs[1] * ts[1] + rs[2] * ts[3]\n            rt2 = rs[0] * ts[2] + rs[2] * ts[3]\n            rt3 = -rs[1] * ts[1] + rs[3] * ts[2]\n            rts = torch.cat([rt0, rt1, rt2, rt3], dim=-1)\n            score = torch.sum(head * rts, dim=-1)\n\n        else:\n            hs = torch.chunk(head, 4, dim=-1)\n            rs = torch.chunk(relation, 4, dim=-1)\n            hr0 = hs[0] * rs[0]\n            hr1 = hs[1] * rs[1] - hs[3] * rs[1]\n            hr2 = hs[2] * rs[0] + hs[3] * rs[3]\n            hr3 = hs[1] * rs[2] + hs[2] * rs[2]\n            hrs = torch.cat([hr0, hr1, hr2, hr3], dim=-1)\n            score = torch.sum(hrs * tail, dim=-1)\n\n        return score\n\n    def PairRE(self, head, relation, tail, mode):\n        re_head, re_tail = torch.chunk(relation, 2, dim=2)\n\n        head = F.normalize(head, 2, -1)\n        tail = F.normalize(tail, 2, -1)\n\n        score = head * re_head - tail * re_tail\n        score = self.gamma.item() - torch.norm(score, p=1, dim=2)\n        return score\n\n    def TransE(self, head, relation, tail, mode):\n        if mode == 'head-batch':\n            score = head + (relation - tail)\n        else:\n            score = (head + relation) - tail\n\n        score = self.gamma.item() - torch.norm(score, p=1, dim=2)\n        return score\n\n    def DistMult(self, head, relation, tail, mode):\n        if mode == 'head-batch':\n            score = head * (relation * tail)\n        else:\n            score = (head * relation) * tail\n\n        score = score.sum(dim=2)\n        return score\n\n    def ComplEx(self, head, relation, tail, mode):\n        re_head, im_head = torch.chunk(head, 2, dim=2)\n        re_relation, im_relation = torch.chunk(relation, 2, dim=2)\n        re_tail, im_tail = torch.chunk(tail, 2, dim=2)\n\n        if mode == 'head-batch':\n            re_score = re_relation * re_tail + im_relation * im_tail\n            im_score = re_relation * im_tail - im_relation * re_tail\n            score = re_head * re_score + im_head * im_score\n        else:\n            re_score = re_head * re_relation - im_head * im_relation\n            im_score = re_head * im_relation + im_head * re_relation\n            score = re_score * re_tail + im_score * im_tail\n\n        score = score.sum(dim=2)\n        return score\n\n    def RotatE(self, head, relation, tail, mode):\n        pi = 3.14159265358979323846\n\n        re_head, im_head = torch.chunk(head, 2, dim=2)\n        re_tail, im_tail = torch.chunk(tail, 2, dim=2)\n\n        # Make phases of relations uniformly distributed in [-pi, pi]\n\n        phase_relation = relation / (self.embedding_range.item() / pi)\n\n        re_relation = torch.cos(phase_relation)\n        im_relation = torch.sin(phase_relation)\n\n        if mode == 'head-batch':\n            re_score = re_relation * re_tail + im_relation * im_tail\n            im_score = re_relation * im_tail - im_relation * re_tail\n            re_score = re_score - re_head\n            im_score = im_score - im_head\n        else:\n            re_score = re_head * re_relation - im_head * im_relation\n            im_score = re_head * im_relation + im_head * re_relation\n            re_score = re_score - re_tail\n            im_score = im_score - im_tail\n\n        score = torch.stack([re_score, im_score], dim=0)\n        score = score.norm(dim=0)\n\n        score = self.gamma.item() - score.sum(dim=2)\n        return score\n\n    @staticmethod\n    def train_step(model, optimizer, train_iterator, args):\n        '''\n        A single train step. Apply back-propation and return the loss\n        '''\n\n        model.train()\n        optimizer.zero_grad()\n        positive_sample, negative_sample, subsampling_weight, mode = next(train_iterator)\n\n        if args.cuda:\n            positive_sample = positive_sample.cuda()\n            negative_sample = negative_sample.cuda()\n            subsampling_weight = subsampling_weight.cuda()\n\n        negative_score = model((positive_sample, negative_sample), mode=mode)\n        if args.negative_adversarial_sampling:\n            # In self-adversarial sampling, we do not apply back-propagation on the sampling weight\n            negative_score = (F.softmax(negative_score * args.adversarial_temperature, dim=1).detach()\n                              * F.logsigmoid(-negative_score)).sum(dim=1)\n        else:\n            negative_score = F.logsigmoid(-negative_score).mean(dim=1)\n\n        positive_score = model(positive_sample)\n        positive_score = F.logsigmoid(positive_score).squeeze(dim=1)\n\n        if args.uni_weight:\n            positive_sample_loss = - positive_score.mean()\n            negative_sample_loss = - negative_score.mean()\n        else:\n            positive_sample_loss = - (subsampling_weight * positive_score).sum() / subsampling_weight.sum()\n            negative_sample_loss = - (subsampling_weight * negative_score).sum() / subsampling_weight.sum()\n\n        loss = (positive_sample_loss + negative_sample_loss) / 2\n\n        if args.regularization != 0.0:\n            # Use L3 regularization for ComplEx and DistMult\n            regularization = args.regularization * (\n                    model.entity_embedding.norm(p=3) ** 3 +\n                    model.relation_embedding.norm(p=3).norm(p=3) ** 3\n            )\n            loss = loss + regularization\n            regularization_log = {'regularization': regularization.item()}\n        else:\n            regularization_log = {}\n\n        loss.backward()\n\n        optimizer.step()\n\n        log = {\n            **regularization_log,\n            'positive_sample_loss': positive_sample_loss.item(),\n            'negative_sample_loss': negative_sample_loss.item(),\n            'loss': loss.item()\n        }\n\n        return log\n\n    @staticmethod\n    def test_step(model, test_triples, args, random_sampling=False):\n        '''\n        Evaluate the model on test or valid datasets\n        '''\n\n        model.eval()\n\n        # Prepare dataloader for evaluation\n        test_dataloader_head = DataLoader(\n            TestDataset(\n                test_triples,\n                args,\n                'head-batch',\n                random_sampling\n            ),\n            batch_size=args.test_batch_size,\n            num_workers=max(1, args.cpu_num // 2),\n            collate_fn=TestDataset.collate_fn\n        )\n\n        test_dataloader_tail = DataLoader(\n            TestDataset(\n                test_triples,\n                args,\n                'tail-batch',\n                random_sampling\n            ),\n            batch_size=args.test_batch_size,\n            num_workers=max(1, args.cpu_num // 2),\n            collate_fn=TestDataset.collate_fn\n        )\n\n        test_dataset_list = [test_dataloader_head, test_dataloader_tail]\n\n        test_logs = defaultdict(list)\n\n        step = 0\n        total_steps = sum([len(dataset) for dataset in test_dataset_list])\n\n        with torch.no_grad():\n            for test_dataset in test_dataset_list:\n                for positive_sample, negative_sample, mode in test_dataset:\n                    if args.cuda:\n                        positive_sample = positive_sample.cuda()\n                        negative_sample = negative_sample.cuda()\n\n                    batch_size = positive_sample.size(0)\n                    score = model((positive_sample, negative_sample), mode)\n\n                    batch_results = model.evaluator.eval({'y_pred_pos': score[:, 0],\n                                                          'y_pred_neg': score[:, 1:]})\n                    for metric in batch_results:\n                        test_logs[metric].append(batch_results[metric])\n\n                    if step % args.test_log_steps == 0:\n                        logging.info('Evaluating the model... (%d/%d)' % (step, total_steps))\n\n                    step += 1\n\n            metrics = {}\n            for metric in test_logs:\n                metrics[metric] = torch.cat(test_logs[metric]).mean().item()\n\n        return metrics"
  },
  {
    "path": "ogb/readme.md",
    "content": "## NodePiece for OGB WikiKG 2\n\nThe code to run NodePiece on the OGB WikiKG 2 dataset.\n\n* OGB repo: [github](https://github.com/snap-stanford/ogb/tree/master/examples/linkproppred/wikikg2)\n* Decoder models taken from the AutoSF repo: [github](https://github.com/AutoML-4Paradigm/AutoSF/tree/AutoSF-OGB/wikikg2)\n* Experiments executed on: Tesla V100 32GB, 64GB RAM \n\nNodePiece dramatically reduces the entity embeddings matrix and can be used with standard decoders from the OGB Leaderboard.\n\n\nPaired with `AutoSF` scoring function, NodePiece yields the following performance being 70-180x smaller in #parameters (cf. [OGB WikiKG2 Leaderboard](https://ogb.stanford.edu/docs/leader_linkprop/)):\n\n| Model | Vocabulary Size  |  Parameters  | Validation MRR | Test MRR |\n| ----- | ------ | ----- | ----- | ----- |\n| `NodePiece + AutoSF` | 20k  | 6,860,602 | 0.5806 &pm; 0.0047 | 0.5703 &pm; 0.0035 |\n| `AutoSF` | 2.5M |  500,227,800 | 0.5510 &pm; 0.0063 | 0.5458 &pm; 0.0052 |\n| `TransE (500d)` | 2.5M |  1,250,569,500 | 0.4272 &pm; 0.0030 | 0.4256 &pm; 0.0030 |\n\n### Running the experiment\n1. We have pre-computed a vocabulary of 20k anchor nodes (~910 MB). Download it using the `download.sh` script:\n```bash\nsh download.sh\n```\n\n2. Install the requirements from the `requirements.txt`\n\n3. Run the code with the best hyperparameters using the main script\n```bash\nsh run_ogb.sh\n```\n\n### Vocabulary construction (Tokenization)\n\n\nAlternatively, you can create a new vocab and run the tokenization with any number of anchors. \nFor that, we improved the anchor mining procedure to be parallelizable and work in a batch fashion:\n* We first run METIS partitioning available in [PyTorch-Geometric](https://github.com/rusty1s/pytorch_geometric) so that anchor mining will be done independently for each partition. \nThe number of partitions `--part` should ideally be equal or twice larger that the `--cpu_num` parameter.\n* Then we tokenize `--tkn_batch` nodes in each iteration (eg, 500K nodes will create 5000 batches)  \n* Note that this process might be RAM-hungry. Approximate requirements would be a server with 8 CPUs and 64 GB RAM.\n* Tokenization time depends on several parameters (cf. the [main codebase](https://github.com/migalkin/NodePiece)). For the above server configuration, mining the vocab of 20k anchors might take 2-8 hours in the multiprocessing mode."
  },
  {
    "path": "ogb/requirements.txt",
    "content": "torch==1.7.1\npykeen==1.0.5\nclick\ntorch-geometric==1.6.3\ntorch_sparse==0.6.8\ntorch-scatter==2.0.5\ntorch-cluster==1.5.8\ntorch-spline-conv==1.2.0\npystow==0.1.0\neinops\npython-igraph\ntqdm\nwandb\nogb==1.3.1\ntensorboardx"
  },
  {
    "path": "ogb/run_ogb.py",
    "content": "from __future__ import absolute_import\nfrom __future__ import division\nfrom __future__ import print_function\n\nimport argparse\nimport json\nimport logging\nimport os\nimport random\n\nimport numpy as np\nimport torch\n\nfrom torch.utils.data import DataLoader\n\nfrom ogb_wikikg2.model import KGEModel\n\nfrom ogb_wikikg2.dataloader import TrainDataset\nfrom ogb_wikikg2.dataloader import BidirectionalOneShotIterator\n\nfrom ogb.linkproppred import LinkPropPredDataset, Evaluator\nfrom collections import defaultdict\nfrom tqdm import tqdm\nimport time\nfrom tensorboardX import SummaryWriter\n\nfrom ogb_tokenizer import NodePiece_OGB\nfrom ogb_wikikg2.dummy_factory import DummyTripleFactory\n\n\ndef parse_args(args=None):\n    parser = argparse.ArgumentParser(\n        description='Training and Testing Knowledge Graph Embedding Models',\n        usage='train.py [<args>] [-h | --help]'\n    )\n\n    parser.add_argument('--cuda', action='store_true', help='use GPU')\n\n    parser.add_argument('--do_train', action='store_true')\n    parser.add_argument('--do_valid', action='store_true')\n    parser.add_argument('--do_test', action='store_true')\n    parser.add_argument('--evaluate_train', action='store_true', help='Evaluate on training data')\n\n    parser.add_argument('--dataset', type=str, default='ogbl-wikikg2', help='dataset name, default to wikikg2')\n    parser.add_argument('--model', default='RotatE', type=str)\n    parser.add_argument('-de', '--double_entity_embedding', action='store_true')\n    parser.add_argument('-dr', '--double_relation_embedding', action='store_true')\n\n    parser.add_argument('-n', '--negative_sample_size', default=1, type=int)\n    parser.add_argument('-d', '--hidden_dim', default=100, type=int)\n    parser.add_argument('-g', '--gamma', default=12.0, type=float)\n    parser.add_argument('-adv', '--negative_adversarial_sampling', action='store_true')\n    parser.add_argument('-a', '--adversarial_temperature', default=1.0, type=float)\n    parser.add_argument('-b', '--batch_size', default=512, type=int)\n    parser.add_argument('-r', '--regularization', default=0.0, type=float)\n    parser.add_argument('--test_batch_size', default=4, type=int, help='valid/test batch size')\n    parser.add_argument('--uni_weight', action='store_true',\n                        help='Otherwise use subsampling weighting like in word2vec')\n\n    parser.add_argument('-lr', '--learning_rate', default=0.0005, type=float)\n    parser.add_argument('-cpu', '--cpu_num', default=2, type=int)\n    parser.add_argument('-randomSeed', default=0, type=int)\n    parser.add_argument('-init', '--init_checkpoint', default=None, type=str)\n    parser.add_argument('-save', '--save_path', default=None, type=str)\n    parser.add_argument('--max_steps', default=10000, type=int)\n    parser.add_argument('--warm_up_steps', default=None, type=int)\n\n    parser.add_argument('--save_checkpoint_steps', default=1000, type=int)\n    parser.add_argument('--valid_steps', default=1, type=int)\n    parser.add_argument('--log_steps', default=1, type=int, help='train log every xx steps')\n    parser.add_argument('--test_log_steps', default=1, type=int, help='valid/test log every xx steps')\n\n    parser.add_argument('--nentity', type=int, default=0, help='DO NOT MANUALLY SET')\n    parser.add_argument('--nrelation', type=int, default=0, help='DO NOT MANUALLY SET')\n\n    parser.add_argument('--print_on_screen', action='store_true', help='log on screen or not')\n    parser.add_argument('--ntriples_eval_train', type=int, default=200000,\n                        help='number of training triples to evaluate eventually')\n    parser.add_argument('--neg_size_eval_train', type=int, default=500,\n                        help='number of negative samples when evaluating training triples')\n\n    parser.add_argument('--anchors', type=int, default=10000, help='Number of anchors to mine and use')\n    parser.add_argument('--ancs_sp', type=int, default=50, help='Limit to topK of shortest paths per entity')\n\n    parser.add_argument('--st_deg', type=float, default=0.4, help='Anchors: ratio of top degree nodes')\n    parser.add_argument('--st_ppr', type=float, default=0.4, help='Anchors: ratio of top ppr nodes')\n    parser.add_argument('--st_rand', type=float, default=0.2, help='Anchors: ratio of randomly selected nodes')\n    parser.add_argument('--tkn_batch', type=int, default=100, help='Batch size for iGraph anchor mining')\n    parser.add_argument('--inverses', action='store_true', help='whether to add inverse edges')\n    parser.add_argument('--val_inverses', action='store_true', help='whether to add inverse edges to the validation set')\n    parser.add_argument('--tkn_dir', type=str, default=\"all\", help='neighbors direction for igraph')\n    parser.add_argument('--part', type=int, default=1, help='tokenization on METIS graph partitions (for large graphs)')\n\n    parser.add_argument('--pooler', type=str, default=\"cat\", help='Set encoder')\n    parser.add_argument('--rel_hash', type=str, default=None, help='Path encoder: avg or gru')\n    parser.add_argument('--policy', type=str, default=\"sum\", help='Sum or cat anchors and aggregated paths')\n    parser.add_argument('--max_paths', type=int, default=10, help='How many paths per anchor to retain')\n    parser.add_argument('--trf_layers', type=int, default=4, help='Num of transformer layers')\n    parser.add_argument('--trf_heads', type=int, default=8, help='Num of transformer heads')\n    parser.add_argument('--trf_hidden', type=int, default=512, help='Transformer FC size and REL encoder size')\n    parser.add_argument('--drop', type=float, default=0.1, help='Dropout in layers')\n    parser.add_argument('--use_dists', action='store_true', default=True, help='use path lengths as pos enc')\n    parser.add_argument('--sample_rels', type=int, default=5, help='number of relations in the relational context')\n    parser.add_argument('--noanc', action='store_true', help='ablation: no anchors')\n\n\n    return parser.parse_args(args)\n\n\ndef override_config(args):\n    '''\n    Override model and data configuration\n    '''\n\n    with open(os.path.join(args.init_checkpoint, 'config.json'), 'r') as fjson:\n        argparse_dict = json.load(fjson)\n\n    args.dataset = argparse_dict['dataset']\n    args.model = argparse_dict['model']\n    args.double_entity_embedding = argparse_dict['double_entity_embedding']\n    args.double_relation_embedding = argparse_dict['double_relation_embedding']\n    args.hidden_dim = argparse_dict['hidden_dim']\n    args.test_batch_size = argparse_dict['test_batch_size']\n\n\ndef save_model(model, optimizer, save_variable_list, args):\n    '''\n    Save the parameters of the model and the optimizer,\n    as well as some other variables such as step and learning_rate\n    '''\n\n    argparse_dict = vars(args)\n    with open(os.path.join(args.save_path, 'config.json'), 'w') as fjson:\n        json.dump(argparse_dict, fjson)\n\n    torch.save({\n        **save_variable_list,\n        'model_state_dict': model.state_dict(),\n        'optimizer_state_dict': optimizer.state_dict()},\n        os.path.join(args.save_path, 'checkpoint')\n    )\n\n    entity_embedding = model.anchor_embeddings.detach().cpu().numpy()\n    np.save(\n        os.path.join(args.save_path, 'anchor_embedding'),\n        entity_embedding\n    )\n\n    relation_embedding = model.relation_embedding.detach().cpu().numpy()\n    np.save(\n        os.path.join(args.save_path, 'relation_embedding'),\n        relation_embedding\n    )\n\n\ndef set_logger(args):\n    '''\n    Write logs to checkpoint and console\n    '''\n\n    if args.do_train:\n        log_file = os.path.join(args.save_path or args.init_checkpoint, 'train.log')\n    else:\n        log_file = os.path.join(args.save_path or args.init_checkpoint, 'test.log')\n\n    logging.basicConfig(\n        format='%(asctime)s %(levelname)-8s %(message)s',\n        level=logging.INFO,\n        datefmt='%Y-%m-%d %H:%M:%S',\n        filename=log_file,\n        filemode='w'\n    )\n\n    if args.print_on_screen:\n        console = logging.StreamHandler()\n        console.setLevel(logging.INFO)\n        formatter = logging.Formatter('%(asctime)s %(levelname)-8s %(message)s')\n        console.setFormatter(formatter)\n        logging.getLogger('').addHandler(console)\n\n\ndef log_metrics(mode, step, metrics, writer):\n    '''\n    Print the evaluation logs\n    '''\n    for metric in metrics:\n        logging.info('%s %s at step %d: %f' % (mode, metric, step, metrics[metric]))\n        writer.add_scalar(\"_\".join([mode, metric]), metrics[metric], step)\n\n\ndef main(args):\n    if (not args.do_train) and (not args.do_valid) and (not args.do_test) and (not args.evaluate_train):\n        raise ValueError('one of train/val/test mode must be choosed.')\n\n    if args.init_checkpoint:\n        override_config(args)\n\n    args.save_path = 'log/%s/%s/%s-%s/%s' % (\n    args.dataset, args.model, args.hidden_dim, args.gamma, time.time()) if args.save_path == None else args.save_path\n    writer = SummaryWriter(args.save_path)\n\n    # Write logs to checkpoint and console\n    set_logger(args)\n\n    logging.info('Random seed: {}'.format(args.randomSeed))\n    torch.manual_seed(args.randomSeed)\n    np.random.seed(args.randomSeed)\n\n    dataset = LinkPropPredDataset(name=args.dataset)\n    split_dict = dataset.get_edge_split()\n    nentity = dataset.graph['num_nodes']\n    nrelation = int(max(dataset.graph['edge_reltype'])[0]) + 1\n\n    evaluator = Evaluator(name=args.dataset)\n\n    args.nentity = nentity\n    args.nrelation = nrelation\n\n    logging.info('Model: %s' % args.model)\n    logging.info('Dataset: %s' % args.dataset)\n    logging.info('#entity: %d' % nentity)\n    logging.info('#relation: %d' % nrelation)\n\n    train_triples = split_dict['train']\n    logging.info('#train: %d' % len(train_triples['head']))\n    valid_triples = split_dict['valid']\n    logging.info('#valid: %d' % len(valid_triples['head']))\n    test_triples = split_dict['test']\n    logging.info('#test: %d' % len(test_triples['head']))\n\n    if args.inverses:\n        # add inverse triples\n        print(\"Adding inverse edges\")\n        orig_head, orig_tail = train_triples['head'], train_triples['tail']\n        train_triples['head'] = np.concatenate([orig_head, orig_tail])\n        train_triples['tail'] = np.concatenate([orig_tail, orig_head])\n        train_triples['relation'] = np.concatenate([train_triples['relation'], train_triples['relation'] + nrelation])\n\n        # let's add inverses to the validation\n        if args.val_inverses:\n            logging.info(\"Adding inverses to the validation set\")\n            orig_head, orig_tail = valid_triples['head'], valid_triples['tail']\n            orig_head_negs, orig_tail_negs = valid_triples['head_neg'], valid_triples['tail_neg']\n            valid_triples['head'] = np.concatenate([orig_head, orig_tail])\n            valid_triples['tail'] = np.concatenate([orig_tail, orig_head])\n            valid_triples['relation'] = np.concatenate([valid_triples['relation'], valid_triples['relation'] + nrelation])\n            valid_triples['head_neg'] = np.concatenate([orig_head_negs, orig_tail_negs], axis=0)\n            valid_triples['tail_neg'] = np.concatenate([orig_tail_negs, orig_head_negs], axis=0)\n\n            logging.info(\"Adding inverses to the test set\")\n            orig_head, orig_tail = test_triples['head'], test_triples['tail']\n            orig_head_negs, orig_tail_negs = test_triples['head_neg'], test_triples['tail_neg']\n            test_triples['head'] = np.concatenate([orig_head, orig_tail])\n            test_triples['tail'] = np.concatenate([orig_tail, orig_head])\n            test_triples['relation'] = np.concatenate([test_triples['relation'], test_triples['relation'] + nrelation])\n            test_triples['head_neg'] = np.concatenate([orig_head_negs, orig_tail_negs], axis=0)\n            test_triples['tail_neg'] = np.concatenate([orig_tail_negs, orig_head_negs], axis=0)\n\n            del orig_head, orig_tail, orig_head_negs, orig_tail_negs\n\n\n        nrelation = nrelation * 2 + 1\n    else:\n        print(\"No inverse edges\")\n        nrelation += 1\n    print(f\"Total num relations: {nrelation}\")\n    # create a tokenizer based on train triples\n    tokenizer = NodePiece_OGB(\n        triples=DummyTripleFactory(train_triples, ne=nentity, nr=nrelation),\n        anchor_strategy={\n            \"degree\": args.st_deg,\n            \"betweenness\": 0.0,\n            \"pagerank\": args.st_ppr,\n            \"random\": args.st_rand\n        },\n        num_anchors=args.anchors,\n        num_paths=args.anchors,\n        dataset_name=args.dataset,\n        limit_shortest=args.ancs_sp,\n        add_identity=False,\n        mode=\"bfs\",\n        tkn_batch=args.tkn_batch,\n        inv=args.inverses,\n        dir=args.tkn_dir,\n        partition=args.part,\n        cpus=args.cpu_num\n    )\n\n    #if args.max_seq_len == 0 or args.max_seq_len != (tokenizer.max_seq_len + 3):\n    max_seq_len = tokenizer.max_seq_len + 3  # as in the PathTrfEncoder, +1 CLS, +1 PAD, +1 LP tasks\n    print(f\"Set max_seq_len to {max_seq_len}\")\n    tokenizer.token2id[tokenizer.NOTHING_TOKEN] = len(tokenizer.token2id)\n\n\n    train_count, train_true_head, train_true_tail = defaultdict(lambda: 4), defaultdict(list), defaultdict(list)\n    for i in tqdm(range(len(train_triples['head']))):\n        head, relation, tail = train_triples['head'][i], train_triples['relation'][i], train_triples['tail'][i]\n        train_count[(head, relation)] += 1\n        if not args.inverses:\n            train_count[(tail, -relation - 1)] += 1\n        train_true_head[(relation, tail)].append(head)\n        train_true_tail[(head, relation)].append(tail)\n\n    kge_model = KGEModel(\n        model_name=args.model,\n        nentity=nentity,\n        nrelation=nrelation,\n        hidden_dim=args.hidden_dim,\n        gamma=args.gamma,\n        double_entity_embedding=args.double_entity_embedding,\n        double_relation_embedding=args.double_relation_embedding,\n        evaluator=evaluator,\n        tokenizer=tokenizer,\n        pooler=args.pooler,\n        use_rels=args.rel_hash,\n        rel_policy=args.policy,\n        sample_paths=args.max_paths,\n        trf_layers=args.trf_layers,\n        trf_heads=args.trf_heads,\n        trf_hidden=args.trf_hidden,\n        drop=args.drop,\n        use_distances=args.use_dists,\n        max_seq_len=max_seq_len,\n        sample_rels=args.sample_rels,\n        triples=train_triples,\n        ablate_anchors=args.noanc,\n        device=torch.device('cuda') if args.cuda else torch.device('cpu'),\n    )\n\n    logging.info('Model Parameter Configuration:')\n    for name, param in kge_model.named_parameters():\n        logging.info('Parameter %s: %s, require_grad = %s' % (name, str(param.size()), str(param.requires_grad)))\n    logging.info(f\"Total number of params: {sum(p.numel() for p in kge_model.parameters())}\")\n\n    if args.cuda:\n        kge_model = kge_model.cuda()\n\n    if args.do_train:\n        # Set training dataloader iterator\n        train_dataloader_head = DataLoader(\n            TrainDataset(train_triples, nentity, nrelation,\n                         args.negative_sample_size, 'head-batch',\n                         train_count, train_true_head, train_true_tail),\n            batch_size=args.batch_size,\n            shuffle=True,\n            num_workers=max(1, args.cpu_num // 2),\n            collate_fn=TrainDataset.collate_fn\n        )\n\n        train_dataloader_tail = DataLoader(\n            TrainDataset(train_triples, nentity, nrelation,\n                         args.negative_sample_size, 'tail-batch',\n                         train_count, train_true_head, train_true_tail),\n            batch_size=args.batch_size,\n            shuffle=True,\n            num_workers=max(1, args.cpu_num // 2),\n            collate_fn=TrainDataset.collate_fn\n        )\n\n        train_iterator = BidirectionalOneShotIterator(train_dataloader_head, train_dataloader_tail)\n\n        # Set training configuration\n        current_learning_rate = args.learning_rate\n        optimizer = torch.optim.Adam(\n            filter(lambda p: p.requires_grad, kge_model.parameters()),\n            lr=current_learning_rate\n        )\n        if args.warm_up_steps:\n            warm_up_steps = args.warm_up_steps\n        else:\n            warm_up_steps = args.max_steps // 2\n\n    if args.init_checkpoint:\n        # Restore model from checkpoint directory\n        logging.info('Loading checkpoint %s...' % args.init_checkpoint)\n        checkpoint = torch.load(os.path.join(args.init_checkpoint, 'checkpoint'))\n        init_step = checkpoint['step']\n        kge_model.load_state_dict(checkpoint['model_state_dict'])\n        if args.do_train:\n            current_learning_rate = checkpoint['current_learning_rate']\n            warm_up_steps = checkpoint['warm_up_steps']\n            optimizer.load_state_dict(checkpoint['optimizer_state_dict'])\n    else:\n        logging.info('Ramdomly Initializing %s Model...' % args.model)\n        init_step = 0\n\n    step = init_step\n\n    logging.info('Start Training...')\n    logging.info('init_step = %d' % init_step)\n    logging.info('batch_size = %d' % args.batch_size)\n    logging.info('negative_adversarial_sampling = %d' % args.negative_adversarial_sampling)\n    logging.info('hidden_dim = %d' % args.hidden_dim)\n    logging.info('gamma = %f' % args.gamma)\n    logging.info('negative_adversarial_sampling = %s' % str(args.negative_adversarial_sampling))\n    if args.negative_adversarial_sampling:\n        logging.info('adversarial_temperature = %f' % args.adversarial_temperature)\n\n    # Set valid dataloader as it would be evaluated during training\n\n    if args.do_train:\n        logging.info('learning_rate = %d' % current_learning_rate)\n        training_logs = []\n        max_val_mrr = 0\n        best_val_metrics = None\n        best_test_metrics = None\n        best_metrics_step = 0\n\n        # Training Loop\n        for step in tqdm(range(init_step, args.max_steps)):\n\n            log = kge_model.train_step(kge_model, optimizer, train_iterator, args)\n            training_logs.append(log)\n\n            if step >= warm_up_steps:\n                current_learning_rate = current_learning_rate / 10\n                logging.info('Change learning_rate to %f at step %d' % (current_learning_rate, step))\n                optimizer = torch.optim.Adam(\n                    filter(lambda p: p.requires_grad, kge_model.parameters()),\n                    lr=current_learning_rate\n                )\n                warm_up_steps = warm_up_steps * 3\n\n            if step % args.save_checkpoint_steps == 0 and step > 0:  # ~ 41 seconds/saving\n                save_variable_list = {\n                    'step': step,\n                    'current_learning_rate': current_learning_rate,\n                    'warm_up_steps': warm_up_steps\n                }\n                save_model(kge_model, optimizer, save_variable_list, args)\n\n            if step % args.log_steps == 0:\n                metrics = {}\n                for metric in training_logs[0].keys():\n                    metrics[metric] = sum([log[metric] for log in training_logs]) / len(training_logs)\n                log_metrics('Train', step, metrics, writer)\n                training_logs = []\n\n            if args.do_valid and step % args.valid_steps == 0 and step > 0:\n                logging.info('Evaluating on Valid Dataset...')\n                metrics = kge_model.test_step(kge_model, valid_triples, args)\n                log_metrics('Valid', step, metrics, writer)\n                val_mrr = metrics['mrr_list']\n\n                # evaluate on test set\n                if val_mrr > max_val_mrr:\n                    max_val_mrr = val_mrr\n                    best_val_metrics = metrics\n                    best_metrics_step = step\n\n                    if args.do_test:\n                        logging.info('Evaluating on Test Dataset...')\n                        metrics = kge_model.test_step(kge_model, test_triples, args)\n                        log_metrics('Test', step, metrics, writer)\n                        best_test_metrics = metrics\n\n        # record best metrics on validate and test set\n        if args.do_valid and best_val_metrics != None:\n            log_metrics('Best Val  Metrics', best_metrics_step, best_val_metrics, writer)\n        if args.do_test and best_test_metrics != None:\n            log_metrics('Best Test Metrics', best_metrics_step, best_test_metrics, writer)\n\n        save_variable_list = {\n            'step': step,\n            'current_learning_rate': current_learning_rate,\n            'warm_up_steps': warm_up_steps\n        }\n        save_model(kge_model, optimizer, save_variable_list, args)\n\n    if args.do_valid:\n        logging.info('Evaluating on Valid Dataset...')\n        metrics = kge_model.test_step(kge_model, valid_triples, args)\n        log_metrics('Valid', step, metrics, writer)\n\n    if args.do_test:\n        logging.info('Evaluating on Test Dataset...')\n        metrics = kge_model.test_step(kge_model, test_triples, args)\n        log_metrics('Test', step, metrics, writer)\n\n    if args.evaluate_train:\n        logging.info('Evaluating on Training Dataset...')\n        small_train_triples = {}\n        indices = np.random.choice(len(train_triples['head']), args.ntriples_eval_train, replace=False)\n        for i in train_triples:\n            small_train_triples[i] = train_triples[i][indices]\n        metrics = kge_model.test_step(kge_model, small_train_triples, args, random_sampling=True)\n        log_metrics('Train', step, metrics, writer)\n\n\nif __name__ == '__main__':\n    main(parse_args())"
  },
  {
    "path": "ogb/run_ogb.sh",
    "content": "python run_ogb.py --anchors 20000 --max_paths 20 --do_train --double_entity_embedding --double_relation_embedding -n 128 -adv --use_dists --model AutoSF --print_on_screen --cuda -lr 0.0001 --valid_steps 50000 --log_steps 10000 --max_steps 250000 --save_checkpoint_steps 1000000 --do_valid --inverses --test_log_steps 20000 --gamma 50 --sample_rels 12 -a 3.0 --val_inverses --do_test"
  },
  {
    "path": "oos_lp/src/common/dataset.py",
    "content": "# Copyright (c) 2019-present, Royal Bank of Canada.\n# Copyright (c) 2019-present, Bahare Fatemi.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#####################################################################################\n# Code is from https://github.com/baharefatemi/SimplE by Bahare Fatemi\n####################################################################################\nimport json\nimport math\nimport random\n\nimport numpy as np\nimport torch\n\nfrom utils import random_new_ent_mask\n\n\nclass Dataset:\n    def __init__(self, dataset_name, cons_masking=False, mask_prob=0.5, tokenize=False):\n        self.dataset_name = dataset_name\n        self.data_path = \"../datasets/\" + dataset_name + \"/processed/\"\n        self.ent2id = {}\n        self.rel2id = {}\n        self.train_data = self.read_text(self.data_path + \"train.txt\")\n        self.init_num_ent = self.num_ent()\n\n        if not tokenize:\n            self.adj_list, self.ent_freq, self.rel_freq = self.dataset_stat(self.train_data)\n            self.max_degree = max(map(len, self.adj_list))\n        self.val_test_data = {\n            \"valid\": self.read_json(self.data_path + \"valid.json\"),\n            \"test\": self.read_json(self.data_path + \"test.json\"),\n        }\n        self.batch_index = 0\n        self.cons_masking = cons_masking\n        self.mask_prob = mask_prob\n\n    def read_text(self, file_path):\n        with open(file_path, \"r\") as f:\n            lines = f.readlines()\n\n        triples = np.zeros((len(lines), 3))\n        for i, line in enumerate(lines):\n            triples[i] = np.array(self.triple2ids(line.strip().split(\"\\t\")))\n        return triples\n\n    def dataset_stat(self, triples):\n        adj_list = [[] for _ in range(self.num_ent())]\n        ent_freq = torch.zeros(self.num_ent())\n        rel_freq = torch.zeros(self.num_rel())\n        for t in triples:\n            t = t.astype(int)\n            adj_list[t[0]].append([t[2], t[1], 0])\n            adj_list[t[2]].append([t[0], t[1], 1])\n            ent_freq[t[0]] += 1\n            ent_freq[t[2]] += 1\n            rel_freq[t[1]] += 1\n        max_degree = max(map(len, adj_list))\n        for item in adj_list:\n            item.extend(\n                [[self.num_ent(), self.num_rel(), 0]] * (max_degree - len(item))\n            )\n        return (\n            torch.tensor(adj_list),\n            ent_freq / triples.shape[0],\n            rel_freq / triples.shape[0],\n        )\n\n    def read_json(self, file_path):\n        with open(file_path) as json_file:\n            data = json.load(json_file)\n\n        for k, v in data.items():\n            triples = []\n            for t in v:\n                if t[0] == k:\n                    triples_ids = [t[0], self.get_rel_id(t[1]), self.get_ent_id(t[2])]\n                else:\n                    triples_ids = [self.get_ent_id(t[0]), self.get_rel_id(t[1]), t[2]]\n                triples.append(triples_ids)\n            data[k] = triples\n        return data\n\n    def triple2ids(self, triple):\n        return [\n            self.get_ent_id(triple[0]),\n            self.get_rel_id(triple[1]),\n            self.get_ent_id(triple[2]),\n        ]\n\n    def get_ent_id(self, ent, add_ent=True):\n        if not ent in self.ent2id:\n            if add_ent:\n                self.ent2id[ent] = len(self.ent2id)\n            else:\n                return self.init_num_ent\n        return self.ent2id[ent]\n\n    def get_rel_id(self, rel):\n        if not rel in self.rel2id:\n            self.rel2id[rel] = len(self.rel2id)\n        return self.rel2id[rel]\n\n    def num_ent(self):\n        return len(self.ent2id)\n\n    def num_rel(self):\n        return len(self.rel2id)\n\n    def rand_ent_except(self, ent):\n        rand_ent = random.randint(0, self.init_num_ent - 1)\n        while rand_ent == ent:\n            rand_ent = random.randint(0, self.init_num_ent - 1)\n        return rand_ent\n\n    def next_pos_batch(self, batch_size):\n        if self.batch_index + batch_size < len(self.train_data):\n            batch = self.train_data[self.batch_index: self.batch_index + batch_size]\n            self.batch_index += batch_size\n        else:\n            batch = self.train_data[self.batch_index:]\n            self.batch_index = 0\n        return np.append(batch, np.ones((len(batch), 1)), axis=1).astype(\n            \"int\"\n        )  # appending the +1 label\n\n    def generate_neg(self, pos_batch, neg_ratio):\n        neg_batch = np.repeat(np.copy(pos_batch), neg_ratio, axis=0)\n        for i in range(len(neg_batch)):\n            if random.random() < 0.5:\n                neg_batch[i][0] = self.rand_ent_except(neg_batch[i][0])  # flipping head\n            else:\n                neg_batch[i][2] = self.rand_ent_except(neg_batch[i][2])  # flipping tail\n        neg_batch[:, -1] = -1\n        return neg_batch\n\n    def next_batch(self, batch_size, neg_ratio, device):\n        pos_batch = self.next_pos_batch(batch_size)\n        neg_batch = self.generate_neg(pos_batch, neg_ratio)\n        batch = np.append(pos_batch, neg_batch, axis=0)\n        labels = torch.tensor(batch[:, 3], dtype=torch.float, device=device)\n        triples = batch[:, 0:3]\n\n        if self.cons_masking:\n            pos_new_ent_mask = random_new_ent_mask(pos_batch[:, 0:3], self.mask_prob)\n            neg_new_ent_mask = np.repeat(np.copy(pos_new_ent_mask), neg_ratio, axis=0)\n            new_ent_mask = np.append(pos_new_ent_mask, neg_new_ent_mask, axis=0)\n            new_ent_mask = torch.tensor(new_ent_mask, dtype=torch.long).to(device)\n        else:\n            new_ent_mask = torch.tensor(\n                random_new_ent_mask(triples, self.mask_prob), dtype=torch.long\n            ).to(device)\n\n        return (\n            torch.tensor(triples, dtype=torch.long, device=device),\n            labels,\n            new_ent_mask,\n        )\n\n    def was_last_batch(self):\n        return self.batch_index == 0\n\n    def num_batch(self, batch_size):\n        return int(math.ceil(float(len(self.train_data)) / batch_size))\n\n    def num_batch_simulated(self, simulate_batch_size):\n        return int(math.ceil(float(len(self.train_data)) / simulate_batch_size))\n\n    def generate_neg_obs(self, obs_triples, new_ent, neg_ratio):\n        neg_triples = np.repeat(np.copy(obs_triples), neg_ratio, axis=0)\n        for i in range(len(neg_triples)):\n            if neg_triples[i, 0] == new_ent:\n                # new entity is in head -> flip tail\n                neg_triples[i, 2] = self.rand_ent_except(neg_triples[i, 2])\n            else:\n                # new entity is in tail -> flip head\n                neg_triples[i, 0] = self.rand_ent_except(neg_triples[i, 0])\n        return neg_triples\n"
  },
  {
    "path": "oos_lp/src/common/measure.py",
    "content": "# Copyright (C) 2019 Bahare Fatemi\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\n# https://github.com/baharefatemi/SimplE\n#\nclass Measure:\n    def __init__(self):\n        self.hit1 = 0.0\n        self.hit3 = 0.0\n        self.hit10 = 0.0\n        self.mrr = 0.0\n        self.mr = 0.0\n        self.num_facts = 0.0\n\n    def update(self, rank):\n        if rank == 1:\n            self.hit1 += 1.0\n        if rank <= 3:\n            self.hit3 += 1.0\n        if rank <= 10:\n            self.hit10 += 1.0\n        self.mr += rank\n        self.mrr += 1.0 / rank\n        self.num_facts += 1.0\n\n    def normalize(self):\n        if self.hit1 > 0.0:\n            self.hit1 /= self.num_facts\n        if self.hit3 > 0.0:\n            self.hit3 /= self.num_facts\n        if self.hit10 > 0.0:\n            self.hit10 /= self.num_facts\n        self.mr /= self.num_facts\n        self.mrr /= self.num_facts\n\n    def print_(self):\n        print(\"\\tHit@1 =\", self.hit1)\n        print(\"\\tHit@3 =\", self.hit3)\n        print(\"\\tHit@10 =\", self.hit10)\n        print(\"\\tMR =\", self.mr)\n        print(\"\\tMRR =\", self.mrr)\n        print(\"\")\n"
  },
  {
    "path": "oos_lp/src/main.py",
    "content": "\"\"\"\nThe code is largely based on the original repo https://github.com/BorealisAI/OOS-KGE\n\"\"\"\n\n# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport argparse\nimport time\n\nimport torch\n\nfrom common.dataset import Dataset\nfrom tester import OutKGTester\nfrom trainer import OutKGTrainer\nfrom vocab.nodepiece_tokenizer import NodePiece_Tokenizer\nimport numpy as np\nimport random\n\n# Clamp the randomness\nnp.random.seed(42)\nrandom.seed(42)\ntorch.manual_seed(42)\n\ndef str2bool(v):\n    if isinstance(v, bool):\n       return v\n    if v.lower() in ('yes', 'true', 't', 'y', '1'):\n        return True\n    elif v.lower() in ('no', 'false', 'f', 'n', '0'):\n        return False\n    else:\n        raise argparse.ArgumentTypeError('Boolean value expected.')\n\ndef get_parameters():\n    parser = argparse.ArgumentParser()\n\n    parser.add_argument(\"-dataset\", default=\"WN18RR\", type=str, help=\"dataset name\")\n    parser.add_argument(\n        \"-model_name\", default=\"DisMult\", type=str, help=\"initial embedding model\"\n    )\n    parser.add_argument(\n        \"-opt\",\n        default=\"adagrad\",\n        type=str,\n        help=\"optimizer. Currenty only adagrad and adam are supported\",\n    )\n    parser.add_argument(\n        \"-emb_method\",\n        default=\"ERAverage\",\n        type=str,\n        help=\"method to find new enitity's embedding\",\n    )\n    parser.add_argument(\"-emb_dim\", default=200, type=int, help=\"embedding dimension\")\n    parser.add_argument(\n        \"-neg_ratio\",\n        default=1,\n        type=int,\n        help=\"number of negative examples per positive example\",\n    )\n    parser.add_argument(\"-batch_size\", default=1000, type=int, help=\"batch size\")\n    parser.add_argument(\n        \"-simulated_batch_size\",\n        default=1000,\n        type=int,\n        help=\"batch size to be simulated\",\n    )\n    parser.add_argument(\n        \"-save_each\", default=5, type=int, help=\"validate every k epochs\"\n    )\n    parser.add_argument(\"-ne\", default=1000, type=int, help=\"number of epochs\")\n    parser.add_argument(\"-lr\", default=0.1, type=float, help=\"learning rate\")\n    parser.add_argument(\n        \"-reg_lambda\", default=0.01, type=float, help=\"l2 regularization parameter\"\n    )\n    parser.add_argument(\n        \"-reg_ls\",\n        default=0.01,\n        type=float,\n        help=\"l2 regularization parameter (for Least Squares)\",\n    )\n    parser.add_argument(\n        \"-val\", default=False, type=bool, help=\"start validation after training\"\n    )\n    parser.add_argument(\n        \"-use_custom_reg\", default=False, type=str2bool, help=\"use custom regularisation\"\n    )\n    parser.add_argument(\"-use_acc\", default=False, type=bool, help=\"use_acc flag\")\n    parser.add_argument(\n        \"-cons_mask\", default=False, type=bool, help=\"Use consistent masking\"\n    )\n    parser.add_argument(\n        \"-mask_prob\",\n        default=0.5,\n        type=float,\n        help=\"The probability of observed entities\",\n    )\n\n    parser.add_argument(\"-tokenize\", default=False, type=bool, help=\"Use tokenizer\")\n    parser.add_argument(\"-anchors\", default=500, type=int, help=\"Num anchors\")\n    parser.add_argument(\"-sample_size\", default=20, type=int, help=\"Num anchors per node\")\n    parser.add_argument(\"-pooler\", default=\"cat\", type=str, help=\"Pooler for anchors\")\n    parser.add_argument(\"-sample_rels\", default=5, type=int, help=\"Num unique relations from 1-hop neighborhood\")\n    parser.add_argument(\"-random_hashes\", default=0, type=int, help=\"Number of random hashes as a baseline\")\n    parser.add_argument(\"-t_hidden\", default=512, type=int, help=\"Hidden size\")\n    parser.add_argument(\"-t_drop\", default=0.1, type=float, help=\"Default dropout\")\n    parser.add_argument(\"-t_heads\", default=4, type=int, help=\"Num attn heads for trf\")\n    parser.add_argument(\"-t_layers\", default=2, type=int, help=\"Num layers for trf\")\n    parser.add_argument(\"-subbatch\", default=5000, type=int, help=\"Subbatch for 1-N scoring\")\n    parser.add_argument(\"-max_path_len\", default=0, type=int, help=\"automatic inf of max path len\")\n\n    parser.add_argument(\"-anc_dist\", default=True, type=bool, help=\"use anchor distances\")\n    parser.add_argument(\"-no_anc\", default=False, type=bool, help=\"Turn off any anchors\")\n    parser.add_argument(\"-nearest_ancs\", default=True, type=bool, help=\"Use closest or random anchors\")\n\n    parser.add_argument(\"-loss_fc\", default=\"spl\", type=str, help=\"loss function - spl or nssal\")\n    parser.add_argument(\"-margin\", default=15, type=int, help=\"margin for nssal loss\")\n\n    parser.add_argument(\"-wandb\", default=False, type=str2bool, help=\"whether to use wandb for logging\")\n    parser.add_argument(\"-eval_every\", default=1, type=int, help=\"how often to eval, -1 to turn off\")\n\n    args = parser.parse_args()\n\n    return args\n\n\nif __name__ == \"__main__\":\n    args = get_parameters()\n    for arg in vars(args):\n        print(\"{}: {}\".format(arg, getattr(args, arg)))\n    dataset = Dataset(args.dataset, args.cons_mask, args.mask_prob, args.tokenize)\n    if args.tokenize:\n        # add inverses\n        num_default_rels = len(dataset.rel2id)\n        inverse_triples = np.stack([dataset.train_data[:, 2], dataset.train_data[:, 1] + num_default_rels, dataset.train_data[:, 0]], axis=1)\n        dataset.train_data = np.vstack([dataset.train_data, inverse_triples])\n        dataset.rel2id.update({\n            f\"{k}_inverse\": v + num_default_rels for k, v in dataset.rel2id.items()\n        })\n        tokenizer = NodePiece_Tokenizer(dataset.train_data,\n                                 anchor_strategy={\n                                     \"degree\": 0.4,\n                                     \"betweenness\": 0.0,\n                                     \"pagerank\": 0.4,\n                                     \"random\": 0.2\n                                 },\n                                 num_anchors=args.anchors,\n                                 dataset_name=args.dataset, limit_shortest=100,\n                                 relation2id=dataset.rel2id, num_nodes=dataset.init_num_ent\n                                 )\n        if args.max_path_len == 0:\n            args.max_path_len = tokenizer.max_seq_len\n    else:\n        tokenizer = None\n    outKG_trainer = OutKGTrainer(dataset, args, tokenizer)\n\n    print(\"~~~~ Training ~~~~\")\n    outKG_trainer.train()\n\n    if args.val or True:\n        with torch.no_grad():\n            # print(\"~~~~ Select best epoch on validation set ~~~~\")\n            # epochs2test = [\n            #     str(int(args.save_each * i))\n            #     for i in range(1, args.ne // args.save_each)\n            # ]\n            # best_mrr = -1.0\n            # best_epoch = \"0\"\n            # valid_performance = None\n            # for epoch in epochs2test:\n            #     start = time.time()\n            #     print(\"epoch: \", epoch)\n            #     outKG_tester = OutKGTester(dataset)\n            #     model_path = (\n            #             \"logs/\"\n            #             + args.model_name\n            #             + \"/\"\n            #             + args.emb_method\n            #             + \"/\"\n            #             + args.dataset\n            #             + \"/\"\n            #             + epoch\n            #             + \"_\"\n            #             + str(args.lr)\n            #             + \"_\"\n            #             + str(args.reg_lambda)\n            #             + \"_\"\n            #             + str(args.neg_ratio)\n            #             + \"_\"\n            #             + str(args.emb_dim)\n            #             + \".chkpnt\"\n            #     )\n            #     mrr = outKG_tester.test(model_path, \"valid\")\n            #     if mrr > best_mrr:\n            #         best_mrr = mrr\n            #         best_epoch = epoch\n            #         valid_performance = [\n            #             best_epoch,\n            #             outKG_tester.measure.hit1,\n            #             outKG_tester.measure.hit3,\n            #             outKG_tester.measure.hit10,\n            #             outKG_tester.measure.mr,\n            #             outKG_tester.measure.mrr,\n            #         ]\n            #     print(\"validation time: \", time.time() - start)\n            #\n            # print(\"Best epoch: \" + best_epoch)\n            # if valid_performance:\n            #     print(\"\\nValidation Performance : \")\n            #     print(\"\\tBest epoch : \", valid_performance[0])\n            #     print(\"\\tHit@1 : \", valid_performance[1])\n            #     print(\"\\tHit@3 : \", valid_performance[2])\n            #     print(\"\\tHit@10 : \", valid_performance[3])\n            #     print(\"\\tMR : \", valid_performance[4])\n            #     print(\"\\tMRR : \", valid_performance[5])\n\n            print(\"~~~~ Testing on the last epoch ~~~~\")\n            # best_model_path = (\n            #         \"logs/\"\n            #         + args.model_name\n            #         + \"/\"\n            #         + args.emb_method\n            #         + \"/\"\n            #         + args.dataset\n            #         + \"/\"\n            #         + best_epoch\n            #         + \"_\"\n            #         + str(args.lr)\n            #         + \"_\"\n            #         + str(args.reg_lambda)\n            #         + \"_\"\n            #         + str(args.neg_ratio)\n            #         + \"_\"\n            #         + str(args.emb_dim)\n            #         + \".chkpnt\"\n            # )\n            best_model_path = outKG_trainer.model\n            outKG_tester = OutKGTester(dataset)\n            start = time.time()\n            outKG_tester.test(best_model_path, \"test\")\n            print(\"Inference time: \", time.time() - start)\n\n        print(\"Done :) \")\n"
  },
  {
    "path": "oos_lp/src/model/BaseOutKG.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport torch\nfrom torch import nn\n\n\nclass BaseOutKG(nn.Module):\n    def __init__(self, dataset, args, device):\n        super(BaseOutKG, self).__init__()\n        self.dataset = dataset\n        self.args = args\n        self.emb_method = self.args.emb_method\n        self.emb_dim = self.args.emb_dim\n        self.device = device\n        self.build_model()\n\n    def build_model(self):\n        raise NotImplementedError\n\n    def forward(self, triples, mask):\n        new_ent_embs = torch.zeros(mask.shape[0], self.emb_dim).to(self.device)\n        obs_ent_embs = torch.zeros(mask.shape[0], self.emb_dim).to(self.device)\n\n        # get embeddings for unobserved entities (entity mask = 0 or 2)\n        deep_mask = mask[mask != 1]\n        if len(deep_mask) > 0:\n            obs_ents_mask = torch.add(torch.mul(deep_mask, -1), 2)\n            self.obs_ents_id = triples[mask != 1, obs_ents_mask]\n            obs_ent_embs[mask != 1] = self.get_ent_embs(self.obs_ents_id)\n            new_ent_embs[mask != 1] = self.get_new_ent_embs(\n                triples[mask != 1], deep_mask\n            )\n\n        # get embeddings for observed entities (entity mask = 1)\n        obs_ent_embs[mask == 1] = self.get_ent_embs(triples[mask == 1, 0])\n        new_ent_embs[mask == 1] = self.get_ent_embs(triples[mask == 1, 2])\n\n        rel_embs = self.get_rel_embs(triples[:, 1])\n        scores = self.cal_score(obs_ent_embs, new_ent_embs, rel_embs)\n        return scores, new_ent_embs\n\n    def cal_score(self, obs_ents, new_ents, rels):\n        scores = (obs_ents * new_ents) * rels\n        scores = torch.sum(scores, dim=1)\n        return scores\n\n    def get_ent_embs(self, ent_id):\n        raise NotImplementedError\n\n    def get_new_ent_embs(self, triples, mask):\n        raise NotImplementedError\n\n    def get_rel_embs(self, rel_id):\n        raise NotImplementedError\n\n    def l2_loss(self):\n        raise NotImplementedError\n\n    def find_embedding(self, new_ent, obs_triples):\n        raise NotImplementedError\n"
  },
  {
    "path": "oos_lp/src/model/DisMultOutKG.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport numpy as np\nimport torch\nfrom torch import nn\n\nfrom model.BaseOutKG import BaseOutKG\n\n\nclass DisMultOutKG(BaseOutKG):\n    def build_model(self):\n        self.num_ent = self.dataset.init_num_ent\n        self.num_rel = self.dataset.num_rel()\n\n        self.ent_embs = nn.Embedding(\n            self.num_ent + 1, self.emb_dim, padding_idx=self.num_ent\n        ).to(self.device)\n        self.rel_embs = nn.Embedding(\n            self.num_rel + 1, self.emb_dim, padding_idx=self.num_rel\n        ).to(self.device)\n        nn.init.xavier_uniform_(self.ent_embs.weight[:-1])\n        nn.init.xavier_uniform_(self.rel_embs.weight[:-1])\n\n    def get_ent_embs(self, ent_id):\n        # lookup the embedding\n        return self.ent_embs(ent_id)\n\n    def get_rel_embs(self, rel_id):\n        return self.rel_embs(rel_id)\n\n    def get_new_ent_embs(self, triples, mask):\n        # find the embedding for the unobserved entities\n        new_ents_id = triples[torch.arange(triples.shape[0], dtype=torch.long), mask]\n        ent_neighbors = self.dataset.adj_list[new_ents_id].to(self.device)\n        neighbors_ent_embs = self.get_ent_embs(ent_neighbors[:, :, 0].view(-1)).view(\n            ent_neighbors.shape[0], ent_neighbors.shape[1], self.emb_dim\n        )\n        neighbors_rel_embs = self.get_rel_embs(ent_neighbors[:, :, 1].view(-1)).view(\n            ent_neighbors.shape[0], ent_neighbors.shape[1], self.emb_dim\n        )\n        ent_mask = (ent_neighbors[:, :, 0] != self.obs_ents_id.unsqueeze(1)) * (\n                ent_neighbors[:, :, 0] != self.num_ent\n        )\n        neighbors_ent_embs = neighbors_ent_embs * ent_mask.unsqueeze(2).expand(\n            neighbors_ent_embs.shape\n        ).to(torch.float)\n        neighbors_rel_embs = neighbors_rel_embs * ent_mask.unsqueeze(2).expand(\n            neighbors_rel_embs.shape\n        ).to(torch.float)\n        return self.infer_emb(neighbors_ent_embs, neighbors_rel_embs, mask=ent_mask)\n\n    def l2_loss(self):\n        emb_reg = (torch.norm(self.ent_embs.weight, p=2) ** 2) + (\n                torch.norm(self.rel_embs.weight, p=2) ** 2\n        )\n        return emb_reg / 2\n\n    def get_ent_exc_ids(self, obs_triples, new_ent):\n        heads = np.where(obs_triples[:, 0] != new_ent)[0]\n        h1 = np.zeros((len(heads), 1))\n        tails = np.where(obs_triples[:, 2] != new_ent)[0]\n        t1 = np.zeros((len(tails), 1))\n        t1.fill(2)\n        heads = np.expand_dims(heads, axis=1)\n        heads = np.concatenate((heads, h1), axis=1)\n        tails = np.expand_dims(tails, axis=1)\n        tails = np.concatenate((tails, t1), axis=1)\n        obs_ent = np.concatenate((heads, tails))\n        obs_ent = obs_ent[np.argsort(obs_ent[:, 0])].astype(int)\n        obs_ent_ids = obs_triples[obs_ent[:, 0], obs_ent[:, 1]]\n        return obs_ent_ids\n\n    def find_embedding(self, new_ent, obs_triples):\n        obs_ent_ids = self.get_ent_exc_ids(obs_triples, new_ent)\n        obs_rel_ids = obs_triples[:, 1]\n        obs_ent_embs = self.get_ent_embs(\n            torch.tensor(obs_ent_ids, dtype=torch.long).to(self.device)\n        ).unsqueeze(0)\n        obs_rel_embs = self.get_rel_embs(\n            torch.tensor(obs_rel_ids, dtype=torch.long).to(self.device)\n        ).unsqueeze(0)\n        return self.infer_emb(obs_ent_embs, obs_rel_embs).squeeze(0)\n\n    def infer_emb(self, ent_emb, rel_emb, mask=None):\n        # infers embedding of unobserved entities based on the emb_method (aggregation function)\n        if self.emb_method == \"ERAverage\":\n            return self.find_neighbors_avg(ent_emb, rel_emb=rel_emb, mask=mask)\n        elif self.emb_method == \"Average\":\n            return self.find_neighbors_avg(ent_emb, mask=mask)\n        elif self.emb_method == \"LS\":\n            labels = torch.ones(ent_emb.shape[0], ent_emb.shape[1]).to(self.device)\n            if mask is not None:\n                labels = labels * mask.to(torch.float)\n\n            A = nn.functional.normalize(ent_emb * rel_emb, dim=2)\n            A_t = A.permute(0, 2, 1)\n            c = torch.inverse(\n                torch.bmm(A_t, A)\n                + self.args.reg_ls\n                * (\n                    torch.eye(A.shape[2])\n                        .unsqueeze(0)\n                        .expand(A.shape[0], A.shape[2], A.shape[2])\n                ).to(self.device)\n            )\n            return torch.bmm(torch.bmm(c, A_t), labels.unsqueeze(2)).squeeze()\n\n        elif self.emb_method == \"LS_unnorm\":\n            labels = torch.ones(ent_emb.shape[0], ent_emb.shape[1]).to(self.device)\n            if mask is not None:\n                labels = labels * mask.to(torch.float)\n\n            A = ent_emb * rel_emb\n            A_t = A.permute(0, 2, 1)\n            c = torch.inverse(\n                torch.bmm(A_t, A)\n                + self.args.reg_ls\n                * (\n                    torch.eye(A.shape[2])\n                        .unsqueeze(0)\n                        .expand(A.shape[0], A.shape[2], A.shape[2])\n                ).to(self.device)\n            )\n            return torch.bmm(torch.bmm(c, A_t), labels.unsqueeze(2)).squeeze()\n\n    def find_neighbors_avg(self, ent_emb, rel_emb=None, mask=None):\n        if mask is None:\n            if rel_emb is None:\n                return torch.mean(ent_emb, dim=1)\n            else:\n                return torch.mean(ent_emb * rel_emb, dim=1)\n        else:\n            mask_sum = torch.sum(mask, dim=1)\n            mask_sum[mask_sum == 0] = 1.0\n            if rel_emb is None:\n                return torch.sum(ent_emb, dim=1) / mask_sum.unsqueeze(1).to(torch.float)\n            else:\n                return torch.sum(ent_emb * rel_emb, dim=1) / mask_sum.unsqueeze(1).to(\n                    torch.float\n                )\n"
  },
  {
    "path": "oos_lp/src/model/dm_tokenized.py",
    "content": "import torch\nimport numpy as np\n\nfrom torch import nn\n\nfrom vocab.nodepiece_tokenizer import NodePiece_Tokenizer\nfrom vocab.nodepiece_encoder import NodePieceEncoder\nfrom common.dataset import Dataset\n\nclass TokenizedDistMult(nn.Module):\n\n    def __init__(self,\n                 args: dict,\n                 device: torch.device,\n                 dataset: Dataset,\n                 tokenizer: NodePiece_Tokenizer):\n        super().__init__()\n\n        self.rel_embs = nn.Embedding(len(dataset.rel2id) + 1, args.emb_dim, padding_idx=len(dataset.rel2id))\n        torch.nn.init.xavier_uniform_(self.rel_embs.weight[:-1])\n\n        self.embedder = NodePieceEncoder(args, tokenizer, rel_embs=self.rel_embs, graph=dataset, device=device)\n        self.embedder.reset_parameters()\n        self.device = device\n\n        self.num_direct_rels = len(dataset.rel2id) // 2\n\n\n    def forward(self, triples, mask):\n\n        # don't do anythign with the mask, just compute embs and scoring function\n\n        subs = self.embedder.encode_by_index(triples[:, 0])\n        rels = self.rel_embs(triples[:, 1])\n        objs = self.embedder.encode_by_index(triples[: , 2])\n\n        score = torch.sum(subs * rels * objs, dim=-1)\n\n        return score, None\n\n    # for backporting with the eval code\n    def get_rel_embs(self, rels: torch.LongTensor):\n        return self.rel_embs(rels)\n\n    def get_ent_embs(self, entities: torch.LongTensor):\n        if self.all is None:\n            self.all = self.embedder.get_all_representations()\n        return self.all[entities]\n\n    def reset(self):\n        self.all = None\n\n    def cal_score(self, obs_ents, new_ents, rels):\n        scores = (obs_ents * new_ents) * rels\n        scores = torch.sum(scores, dim=1)\n        return scores\n\n    def get_ent_exc_ids(self, obs_triples, new_ent):\n        heads = np.where(obs_triples[:, 0] != new_ent)[0]\n        h1 = np.zeros((len(heads), 1))\n        tails = np.where(obs_triples[:, 2] != new_ent)[0]\n        t1 = np.zeros((len(tails), 1))\n        t1.fill(2)\n        heads = np.expand_dims(heads, axis=1)\n        heads = np.concatenate((heads, h1), axis=1)\n        tails = np.expand_dims(tails, axis=1)\n        tails = np.concatenate((tails, t1), axis=1)\n        obs_ent = np.concatenate((heads, tails))\n        obs_ent = obs_ent[np.argsort(obs_ent[:, 0])].astype(int)\n        obs_ent_ids = obs_triples[obs_ent[:, 0], obs_ent[:, 1]]\n        return obs_ent_ids\n\n    def prune_tokens(self, temp_hashes: torch.LongTensor, temp_dist: torch.LongTensor):\n        # this function selects self.sample_paths number of UNIQUE and NEAREST anchors from the list of anchors and their distances\n        nothing_token = self.embedder.tokenizer.token2id[self.embedder.tokenizer.NOTHING_TOKEN]\n        unique_ancs, unique_dists = [], []\n        for anchor, dist in zip(temp_hashes, temp_dist):\n            if anchor.item() not in unique_ancs and anchor.item() != nothing_token:\n                unique_ancs.append(anchor.item())\n                unique_dists.append(dist.item())\n            else:\n                continue\n\n        # in case we stuck with the disconnected node w/o anchors, add only NOTHING tokens\n        if len(unique_ancs) < self.embedder.sample_paths:\n            unique_ancs += [nothing_token] * (self.embedder.sample_paths - len(unique_ancs))\n            unique_dists += [0] * (self.embedder.sample_paths - len(unique_dists))\n\n        return unique_ancs, unique_dists\n\n    def find_embedding(self, ent_id: int, observed_triples: np.ndarray):\n        # tokenizing unseen nodes using the nodepiece vocab and relational context\n\n        all_relations = np.unique(observed_triples[:, 1])\n\n        # build a relational context - get only outgoing edges and inverses of incoming\n        outgoing_rels = observed_triples[observed_triples[:, 0] == ent_id][:, 1]\n        incoming_rels = np.unique(np.array(list(set(list(all_relations)) - set(list(outgoing_rels)))))\n        outgoing_rels = np.unique(np.array(outgoing_rels))\n        if len(incoming_rels) > 0:\n            incoming_inv = incoming_rels + self.num_direct_rels\n            relational_context = np.concatenate([outgoing_rels, incoming_inv])\n        else:\n            relational_context = outgoing_rels  # unique for sorting as we do in pre-processing in training\n\n        # first, get hashes (and anchor distances) of seen nodes in the neighborhood\n        seen_nodes = torch.tensor(self.get_ent_exc_ids(observed_triples, ent_id), dtype=torch.long, device=self.device)\n\n        hashes = self.embedder.hashes[seen_nodes].flatten()\n        distances = self.embedder.distances[seen_nodes].flatten()\n\n        # get topK closest anchors from the given hashes\n        topk_idx = torch.argsort(distances, descending=False)\n\n        temp_hashes = hashes[topk_idx]\n        temp_dist = distances[topk_idx]\n\n        unique_ancs, unique_dists = self.prune_tokens(temp_hashes, temp_dist)\n\n        # build a full hash of the unseen node using nodepiece anchors, distances, and relational context\n        top_hashes = torch.tensor(unique_ancs[:self.embedder.sample_paths], dtype=torch.long, device=self.device)\n        top_distances = torch.tensor(unique_dists[:self.embedder.sample_paths], dtype=torch.long, device=self.device)\n        top_distances = top_distances + 1  # as we are 1 hop away\n\n        # return the encoded hash\n        return self.embedder.encode_by_hash(top_hashes, top_distances, relational_context)\n\n"
  },
  {
    "path": "oos_lp/src/preprocess/dataset_prep.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport argparse\nimport json\nimport os\nimport random\n\nimport numpy as np\n\n\"\"\"\nCode for dataset preparation. \n\"\"\"\n\n\nclass DatasetPreprocess:\n    def __init__(self, dataset_name, smpl_ratio=0.2, spl_ratio=0.5):\n        self.data_path = \"datasets/\" + dataset_name + \"/\"\n        self.ent2id = {}\n        self.rel2id = {}\n        self.all_triples = self.read_all()\n        self.smpl_ratio = smpl_ratio\n        self.spl_ratio = spl_ratio\n        self.old_ent = []\n        self.new_ent = []\n        self.test_triples = []\n\n    def read_all(self):\n        all_lines = []\n        for spl in [\"train\", \"valid\", \"test\"]:\n            file_path = self.data_path + spl + \".txt\"\n            with open(file_path, \"r\") as f:\n                lines = f.readlines()\n                for line in lines:\n                    all_lines.append(line)\n        triples = np.zeros((len(all_lines), 3), dtype=int)\n        for i, line in enumerate(all_lines):\n            triples[i] = np.array(self.triple2ids(line.strip().split(\"\\t\")))\n        return triples\n\n    def make_dataset(self):\n        self.single_triple_ent()\n        self.split_entities()\n        self.separate_triples()\n        self.find_dangling_ent()\n        self.find_dangling_rel()\n        self.explore_split_dataset()\n        self.constraint_check()\n        self.save_dataset()\n\n    def single_triple_ent(self):\n        \"\"\"\n        find those entities that are participated in only one triple \n        add them to self.old_ent\n        \"\"\"\n        ent_triple_count = np.zeros(self.num_ent())\n        for i in range(self.num_ent()):\n            ent_triple_count[i] = np.sum(self.all_triples[:, 0] == i) + np.sum(\n                self.all_triples[:, 2] == i\n            )\n        single_triple_ent = np.where(ent_triple_count == 1)[0]\n        self.old_ent.extend(list(single_triple_ent))\n\n    def split_entities(self):\n        all_ent = set(range(self.num_ent()))\n        all_ent = all_ent - set(self.old_ent)\n        self.new_ent = random.sample(list(all_ent), int(len(all_ent) * self.smpl_ratio))\n        self.old_ent.extend(list(all_ent - set(self.new_ent)))\n\n    def save_dataset(self):\n        # save train\n        new_dir = self.data_path + \"processed/\"\n        if not os.path.isdir(new_dir):\n            os.makedirs(new_dir)\n        print(\"Saving old triples\")\n        old_triples_seq = [self.ids2triple(t) for t in self.old_triples]\n        out_f = open(new_dir + \"train.txt\", \"w\")\n        out_f.writelines(old_triples_seq)\n        out_f.close()\n\n        # split new triples to [val, test] and save\n        print(\"Saving new triples\")\n        with open(new_dir + \"valid.json\", \"w\") as json_file:\n            json.dump(self.valid_dict, json_file)\n        with open(new_dir + \"test.json\", \"w\") as json_file:\n            json.dump(self.test_dict, json_file)\n\n    def constraint_check(self):\n        old_ent = np.union1d(self.old_triples[:, 0], self.old_triples[:, 2])\n        new_ent = set(self.test_dict.keys()).union(set(self.valid_dict.keys()))\n        all_ent = len(old_ent) + len(new_ent)\n        removed_ent = self.num_ent() - all_ent\n        print(\"New entity ratio: \", len(new_ent) / self.num_ent())\n        print(\n            \"Number of deleted entities: {}, ratio: {}\".format(\n                removed_ent, removed_ent / self.num_ent()\n            )\n        )\n\n        total_triples = len(self.old_triples) + len(self.test_triples)\n        removed_triples = len(self.all_triples) - total_triples\n        print(\n            \"Number of deleted triples: {}, ratio: {}\".format(\n                removed_triples, removed_triples / len(self.all_triples)\n            )\n        )\n\n        print(\n            \"[Train] #entities: {}, #triples: {}\".format(\n                len(self.old_ent), len(self.old_triples)\n            )\n        )\n        print(\n            \"[Valid/Test] #entities: {}, #triples: {}\".format(\n                len(new_ent), len(self.test_triples)\n            )\n        )\n\n    def separate_triples(self):\n        self.new_triples, new_ids = self.get_ent_triples(\n            self.new_ent, self.all_triples, return_ids=True\n        )\n        mask = np.ones(len(self.all_triples), dtype=bool)\n        mask[new_ids] = False\n        self.old_triples = self.all_triples[mask]\n\n    def find_dangling_ent(self):\n        old_triples_ent = np.union1d(self.old_triples[:, 0], self.old_triples[:, 2])\n        self.dang_ent = list(set(self.old_ent) - set(old_triples_ent))\n\n    def find_dangling_rel(self):\n        old_triples_rel = set(self.old_triples[:, 1])\n        rel_ids = list(self.rel2id.values())\n        self.dang_rel = list(set(rel_ids) - old_triples_rel)\n\n    def explore_split_dataset(self):\n        new_ent_dict = {}\n        for new_e in self.new_ent:\n            ent_triples = self.get_ent_triples([new_e], self.new_triples)\n            # remove those triples that contain dangle entity\n            _, ids = self.get_ent_triples(self.dang_ent, ent_triples, return_ids=True)\n            mask = np.ones(len(ent_triples), dtype=bool)\n            mask[ids] = False\n            ent_triples = ent_triples[mask]\n            # remove those triples that contain dangle relations\n            ids = np.nonzero(np.in1d(ent_triples[:, 1], self.dang_rel))\n            mask = np.ones(len(ent_triples), dtype=bool)\n            mask[ids] = False\n            ent_triples = ent_triples[mask]\n            # remove those triples that contain other new_ent\n            other_new_ent = list(set(self.new_ent) - set([new_e]))\n            _, ids = self.get_ent_triples(other_new_ent, ent_triples, return_ids=True)\n            mask = np.ones(len(ent_triples), dtype=bool)\n            mask[ids] = False\n            ent_triples = ent_triples[mask]\n\n            # remove reflexive triples\n            ref_ids = np.where(ent_triples[:, 0] == ent_triples[:, 2])\n            mask = np.ones(len(ent_triples), dtype=bool)\n            mask[ref_ids] = False\n            ent_triples = ent_triples[mask]\n\n            if len(ent_triples) >= 2:\n                new_ent_dict[self.get_ent_str(new_e)] = [\n                    [\n                        self.get_ent_str(t[0]),\n                        self.get_rel_str(t[1]),\n                        self.get_ent_str(t[2]),\n                    ]\n                    for t in ent_triples\n                ]\n                self.test_triples.extend(ent_triples.tolist())\n\n        new_keys = list(new_ent_dict.keys())\n        valid_ent = random.sample(new_keys, int(len(new_keys) * self.spl_ratio))\n        test_ent = list(set(new_keys) - set(valid_ent))\n        self.valid_dict = {k: new_ent_dict[k] for k in valid_ent}\n        self.test_dict = {k: new_ent_dict[k] for k in test_ent}\n\n    def get_ent_triples(self, e_ids, triples, return_ids=False):\n        h_ids = np.nonzero(np.in1d(triples[:, 0], e_ids))\n        t_ids = np.nonzero(np.in1d(triples[:, 2], e_ids))\n        triple_ids = np.union1d(h_ids, t_ids)\n        if return_ids:\n            return triples[triple_ids], triple_ids\n        return triples[triple_ids]\n\n    def smpl_new_ent(self):\n        all_keys = self.ent2id.keys()\n        new_keys = random.sample(all_keys, int(self.num_ent() * self.smpl_ratio))\n        old_keys = set(all_keys) - set(new_keys)\n        self.new_ent2id = {k: self.ent2id[k] for k in new_keys}\n        self.old_ent2id = {k: self.ent2id[k] for k in old_keys}\n        self.new_ent = list(self.new_ent2id.values())\n        self.old_ent = list(self.old_ent2id.values())\n\n    def num_ent(self):\n        return len(self.ent2id)\n\n    def num_rel(self):\n        return len(self.rel2id)\n\n    def triple2ids(self, triple):\n        return [\n            self.get_ent_id(triple[0]),\n            self.get_rel_id(triple[1]),\n            self.get_ent_id(triple[2]),\n        ]\n\n    def ids2triple(self, ids):\n        return \"{0}\\t{1}\\t{2}\\n\".format(\n            self.get_ent_str(ids[0]), self.get_rel_str(ids[1]), self.get_ent_str(ids[2])\n        )\n\n    def get_ent_id(self, ent):\n        if not ent in self.ent2id:\n            self.ent2id[ent] = len(self.ent2id)\n        return self.ent2id[ent]\n\n    def get_rel_id(self, rel):\n        if not rel in self.rel2id:\n            self.rel2id[rel] = len(self.rel2id)\n        return self.rel2id[rel]\n\n    def get_ent_str(self, e_id):\n        for key, value in self.ent2id.items():\n            if value == e_id:\n                return key\n\n    def get_rel_str(self, r_id):\n        for key, value in self.rel2id.items():\n            if value == r_id:\n                return key\n\n\nif __name__ == \"__main__\":\n    parser = argparse.ArgumentParser()\n    parser.add_argument(\n        \"-dataset\", default=\"YAGO3-10\", type=str, help=\"wordnet dataset\"\n    )\n    parser.add_argument(\n        \"-smpl_ratio\", default=0.2, type=float, help=\"new entities ratio\"\n    )\n    parser.add_argument(\n        \"-spl_ratio\", default=0.5, type=float, help=\"new dataset split ratio\"\n    )\n    args = parser.parse_args()\n\n    print(\"sample ratio: \", args.smpl_ratio)\n    dataset_prep = DatasetPreprocess(\n        args.dataset, smpl_ratio=args.smpl_ratio, spl_ratio=args.spl_ratio\n    )\n    print(\"saving datasets...\", args.dataset)\n    dataset_prep.make_dataset()\n\n    print(\"done!\")\n"
  },
  {
    "path": "oos_lp/src/tester.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport numpy as np\nimport torch\nfrom tqdm import tqdm\n\nfrom common.measure import Measure\n\n\nclass OutKGTester:\n    def __init__(self, dataset):\n        self.dataset = dataset\n        self.measure = Measure()\n        self.device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n        self.unseen_ent = self.get_unseen_entities()\n        self.new_node_init = None\n\n    def test(self, model_path, valid_or_test):\n        if type(model_path) == \"tuple\" or type(model_path) == \"str\":\n            self.model = torch.load(model_path)  # removed module\n        else:\n            self.model = model_path  # removed module\n\n        self.model.to(self.device)  # for bypassing torch DP\n        self.model.eval()\n        if hasattr(self.model, \"reset\"):\n            self.model.reset()\n\n        for i, new_ent in enumerate(tqdm(self.dataset.val_test_data[valid_or_test].keys())):\n            self.new_node_init = None\n            ent_triples = self.get_ent_triples(new_ent, valid_or_test)\n            for j in range(len(ent_triples)):\n                obs_triples = np.delete(ent_triples, [j], axis=0)\n                target_triple = ent_triples[j]\n                new_ent_id = self.dataset.init_num_ent\n                self.predict(target_triple, new_ent_id, obs_triples)\n\n        self.measure.normalize()\n        self.measure.print_()\n        return self.measure.mrr\n\n    def predict(self, target_triple, new_ent, obs_triples):\n        head_or_tail = \"tail\" if target_triple[0] == new_ent else \"head\"\n        queries_ent, rel_id = self.create_queries(\n            target_triple, head_or_tail, obs_triples\n        )\n        rel_emb = self.model.get_rel_embs(\n            torch.tensor(rel_id, dtype=torch.long).to(self.device)\n        )\n        new_ent_emb = self.model.find_embedding(new_ent, obs_triples)\n        queries_ent_emb = self.model.get_ent_embs(\n            torch.tensor(queries_ent, dtype=torch.long).to(self.device)\n        )\n        scores = self.model.cal_score(queries_ent_emb, new_ent_emb, rel_emb)\n        rank = self.get_rank(scores)\n        self.measure.update(rank)\n\n    def filter_entities(self, obs_triples, rel_id, head_or_tail):\n        idx = np.where(obs_triples[:, 1] == rel_id)[0]\n        if head_or_tail == \"head\":\n            return obs_triples[idx, 0]\n        else:\n            return obs_triples[idx, 2]\n\n    def create_queries(self, target_triple, head_or_tail, obs_triples):\n        head_id, rel_id, tail_id = target_triple\n        ent_list = list(range(self.dataset.init_num_ent))\n        filtered_ent_list = self.filter_entities(\n            obs_triples, rel_id, head_or_tail\n        ).tolist()\n        ent_list = set(ent_list) - set(filtered_ent_list)\n        if head_or_tail == \"head\":\n            ent_list = list(ent_list - set([head_id]))\n            return [head_id] + ent_list, rel_id\n        elif head_or_tail == \"tail\":\n            ent_list = list(ent_list - set([tail_id]))\n            return [tail_id] + ent_list, rel_id\n\n    def get_rank(self, sim_scores):\n        # assuming the test fact is the first one\n        equals = ((sim_scores == sim_scores[0]).sum() - 1) // 2\n        higher = (sim_scores > sim_scores[0]).sum()\n        rank = (equals + higher + 1.0).to(torch.float)\n        return rank\n\n    def get_unseen_entities(self):\n        valid_ent = set(self.dataset.val_test_data[\"valid\"].keys())\n        test_ent = set(self.dataset.val_test_data[\"test\"].keys())\n        return valid_ent.union(test_ent)\n\n    def get_ent_triples(self, ent, valid_or_test):\n        triples = np.asarray(self.dataset.val_test_data[valid_or_test][ent])\n        h = np.where(triples[:, 0] == ent)\n        triples[h, 0] = self.dataset.init_num_ent\n        t = np.where(triples[:, 2] == ent)\n        triples[t, 2] = self.dataset.init_num_ent\n        return triples.astype(int)\n"
  },
  {
    "path": "oos_lp/src/trainer.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport torch\nfrom torch import nn\n\nfrom model.DisMultOutKG import DisMultOutKG\nfrom model.dm_tokenized import TokenizedDistMult\nfrom utils import save_model\nfrom tqdm import tqdm\nfrom tester import OutKGTester\n\nfrom pykeen.losses import NSSALoss\nimport wandb\n\n\nclass OutKGTrainer:\n    def __init__(self, dataset, args, tokenizer):\n        self.dataset = dataset\n        self.args = args\n        self.device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n        if self.args.tokenize:\n            self.model = TokenizedDistMult(self.args, self.device, dataset, tokenizer)\n        else:\n            self.model = DisMultOutKG(self.dataset, self.args, self.device)\n        #self.model = nn.DataParallel(self.model)\n\n        if self.args.loss_fc == \"spl\":\n            self.predict_loss = nn.Softplus()\n        else:\n            self.predict_loss = NSSALoss(margin=args.margin)\n\n        if self.args.wandb:\n            wandb.init(project=\"oog_token\", entity='lilbert', reinit=True, settings=wandb.Settings(start_method='fork'))\n            wandb.config.update(vars(self.args))\n\n        #self.tester = OutKGTester(dataset)\n\n\n    def l2_loss(self):\n        return self.model.l2_loss()  # removed model.module\n\n    def train(self, save=True):\n        self.model.to(self.device)  # for bypassing torch DataParallel\n        self.model.train()\n        if self.args.use_acc:\n            initial_accumulator_value = 0.1\n        else:\n            initial_accumulator_value = 0.0\n\n        if self.args.use_custom_reg:\n            weight_decay = 0.0\n        else:\n            weight_decay = self.args.reg_lambda\n\n        if self.args.opt == \"adagrad\":\n            print(\"using adagrad\")\n            optimizer = torch.optim.Adagrad(\n                self.model.parameters(),\n                lr=self.args.lr,\n                weight_decay=weight_decay,\n                initial_accumulator_value=initial_accumulator_value,\n                # this is added because of the consistency to the original tensorflow code\n            )\n\n        else:\n            print(\"using adam\")\n            optimizer = torch.optim.Adam(\n                self.model.parameters(),\n                lr=self.args.lr,\n                weight_decay=self.args.reg_lambda,\n            )\n        print(f\"Number of params: {sum(p.numel() for p in self.model.parameters())}\")\n        iters_per_update = self.args.simulated_batch_size // self.args.batch_size\n\n        if iters_per_update < 1:\n            raise (\"Actual batch size smaller than batch size to be simulated.\")\n        else:\n            print(\"iterations before the gradient step : \", iters_per_update)\n\n        for epoch in tqdm(range(self.args.ne)):\n            optimizer.zero_grad()\n            last_batch = False\n            total_loss = 0.0\n            pbar = tqdm(total=self.dataset.num_batch(self.args.batch_size))\n            num_iters = 1\n            while not last_batch:\n\n                triples, l, new_ent_mask = self.dataset.next_batch(\n                    self.args.batch_size,\n                    neg_ratio=self.args.neg_ratio,\n                    device=self.device,\n                )\n                last_batch = self.dataset.was_last_batch()\n\n                if self.args.loss_fc == \"spl\":\n                    scores, predicted_emb = self.model(triples, new_ent_mask)\n                    predict_loss = torch.sum(self.predict_loss(-l * scores))\n                else:\n                    pos_batch = triples[:self.args.batch_size, ...]\n                    neg_batch = triples[self.args.batch_size:, ...]\n                    positive_scores, _ = self.model(pos_batch, None)\n                    negative_scores, _ = self.model(neg_batch, None)\n                    if self.args.neg_ratio > 1:\n                        positive_scores = positive_scores.repeat_interleave(self.args.neg_ratio)\n                    predict_loss = self.predict_loss(positive_scores, negative_scores)\n                if self.args.use_custom_reg:\n                    if num_iters % iters_per_update == 0 or last_batch == True:\n                        l2_loss = (\n                                self.args.reg_lambda\n                                * self.l2_loss()\n                                / (\n                                    self.dataset.num_batch_simulated(\n                                        self.args.simulated_batch_size\n                                    )\n                                )\n                        )\n                        loss = predict_loss + l2_loss\n\n                    else:\n                        loss = predict_loss\n                else:\n                    loss = predict_loss\n\n                loss.backward()\n                if num_iters % iters_per_update == 0 or last_batch == True:\n                    if last_batch:\n                        print(\"last batch triggered gradient update.\")\n                        print(\n                            \"remaining iters for gradient update :\",\n                            num_iters % iters_per_update,\n                        )\n                    optimizer.step()\n                    optimizer.zero_grad()\n                total_loss += loss\n                #print(num_iters)\n                num_iters += 1\n                pbar.update(1)\n\n\n            print(\n                \"Loss in iteration \"\n                + str(epoch)\n                + \": \"\n                + str(total_loss.item() / num_iters)\n                + \"(\"\n                + self.dataset.dataset_name\n                + \")\"\n            )\n\n            if self.args.eval_every > 0 and epoch % self.args.eval_every == 0:\n                tester = OutKGTester(self.dataset)\n                with torch.no_grad():\n                    mrr = tester.test(self.model, valid_or_test=\"valid\")\n                mrr, mr, hits_1, hits_3, hits_10 = tester.measure.mrr, tester.measure.mr, tester.measure.hit1, tester.measure.hit3, tester.measure.hit10\n\n                wandb_log_dict = {\n                    'step': epoch,\n                    'loss': float(total_loss.item() / num_iters),\n                    'val.mrr': mrr.item(),\n                    'val.mr': mr.item(),\n                    'val.hits_1': hits_1,\n                    'val.hits_3': hits_3,\n                    'val.hits_10': hits_10\n                }\n            else:\n                wandb_log_dict = {'step': epoch, 'loss': float(total_loss.item() / num_iters)}\n\n            # log to wandb\n            if self.args.wandb:\n                wandb.log(wandb_log_dict)\n\n\n            if epoch > 0 and epoch % self.args.save_each == 0 and save:\n                print('save model...')\n                save_model(\n                    self.model,\n                    self.args.model_name,\n                    self.args.emb_method,\n                    self.dataset.dataset_name,\n                    epoch,\n                    self.args.lr,\n                    self.args.reg_lambda,\n                    self.args.neg_ratio,\n                    self.args.emb_dim,\n                )\n\n        print(\"===== TEST ======\")\n        test_tester = OutKGTester(self.dataset)\n        with torch.no_grad():\n            mrr = test_tester.test(self.model, valid_or_test=\"test\")\n        mrr, mr, hits_1, hits_3, hits_10 = test_tester.measure.mrr, test_tester.measure.mr, test_tester.measure.hit1, test_tester.measure.hit3, test_tester.measure.hit10\n\n        if self.args.wandb:\n            wandb_log_dict = {\n                'loss': float(total_loss.item() / num_iters),\n                'test.mrr': mrr.item(),\n                'test.mr': mr.item(),\n                'test.hits_1': hits_1,\n                'test.hits_3': hits_3,\n                'test.hits_10': hits_10\n            }\n            wandb.log(wandb_log_dict)\n"
  },
  {
    "path": "oos_lp/src/utils.py",
    "content": "# Copyright (c) 2020-present, Royal Bank of Canada.\n# All rights reserved.\n#\n# This source code is licensed under the license found in the\n# LICENSE file in the root directory of this source tree.\n#\nimport os\n\nimport numpy as np\nimport torch\n\n\ndef save_model(\n        model,\n        model_name,\n        emb_method,\n        dataset_name,\n        chkpnt,\n        lr,\n        reg_lambda,\n        neg_ratio,\n        emb_dim,\n):\n    print(\"Saving the model\")\n    directory = \"logs/\" + model_name + \"/\" + emb_method + \"/\" + dataset_name + \"/\"\n    os.makedirs(directory, exist_ok=True)\n    torch.save(\n        model,\n        directory\n        + str(chkpnt)\n        + \"_\"\n        + str(lr)\n        + \"_\"\n        + str(reg_lambda)\n        + \"_\"\n        + str(neg_ratio)\n        + \"_\"\n        + str(emb_dim)\n        + \".chkpnt\",\n    )\n\n\ndef random_new_ent_mask(triples, mask_prob):\n    \"\"\"\n    Assign a random mask value to each triplet based on the given probability.\n    mask_prob here corresponds to (1-psi) in Algorithm 2 (https://arxiv.org/pdf/2004.13230.pdf)\n    if mask = 0, the head of the triplet is considered as an unobserved entity\n    if mask = 2, the tail of the triplet is considered as an unobserved entity\n    if mask = 1, both head and tail are observed\n    \"\"\"\n    probs = [(1 - mask_prob) / 2, mask_prob, (1 - mask_prob) / 2]\n    return np.random.choice([0, 1, 2], triples.shape[0], p=probs)\n"
  },
  {
    "path": "oos_lp/src/vocab/nodepiece_encoder.py",
    "content": "import torch\nimport numpy as np\nimport random\nimport torch.nn.functional as F\n\nfrom torch import nn\nfrom vocab.nodepiece_tokenizer import NodePiece_Tokenizer\nfrom torch.nn import TransformerEncoderLayer, TransformerEncoder\n\nfrom tqdm import tqdm\nfrom collections import defaultdict\nfrom typing import Optional\nfrom common.dataset import Dataset\nfrom argparse import Namespace\n\n\nclass NodePieceEncoder(nn.Module):\n    \"\"\"\n    Pretty much the same thing as in link prediction / nodepiece_rotate\n    \"\"\"\n    def __init__(self, config: Namespace, tokenizer: NodePiece_Tokenizer, rel_embs: nn.Embedding, graph: Dataset, device: torch.device):\n\n        super(NodePieceEncoder, self).__init__()\n\n        self.tokenizer = tokenizer\n        self.pooler = config.pooler\n        self.policy = \"sum\"\n        self.nearest = config.nearest_ancs\n        self.sample_rels = config.sample_rels\n        self.random_hashes = config.random_hashes\n\n        self.subbatch = config.subbatch\n        self.embedding_dim = config.emb_dim\n        self.real_embedding_dim = self.embedding_dim // 2\n\n        self.max_seq_len = config.max_path_len\n        self.sample_paths = config.sample_size\n        self.use_distances = config.anc_dist\n        self.hid_dim = config.t_hidden\n        self.drop_prob = config.t_drop\n        self.num_heads = config.t_heads\n        self.num_layers = config.t_layers\n        self.num_entities = graph.init_num_ent\n        self.num_relations = len(graph.rel2id)\n        self.device = device\n\n        self.no_anc = config.no_anc\n\n\n        if self.pooler == \"cat\":\n            self.set_enc = nn.Sequential(\n                nn.Linear(self.embedding_dim * (self.sample_paths + self.sample_rels), self.embedding_dim * 2), nn.Dropout(self.drop_prob),\n                nn.ReLU(),\n                nn.Linear(self.embedding_dim * 2, self.embedding_dim)\n            ) if not self.ablate_anchors else nn.Sequential(\n                nn.Linear(self.embedding_dim * self.sample_rels, self.embedding_dim * 2), nn.Dropout(self.drop_prob), nn.ReLU(),\n                nn.Linear(self.embedding_dim * 2, self.embedding_dim)\n            )\n        elif self.pooler == \"trf\":\n            encoder_layer = TransformerEncoderLayer(\n                d_model=self.embedding_dim,\n                nhead=self.num_heads,\n                dim_feedforward=self.hid_dim,\n                dropout=self.drop_prob,\n            )\n            self.set_enc = TransformerEncoder(encoder_layer=encoder_layer, num_layers=self.num_layers)\n\n\n\n        self.tokenizer.token2id[self.tokenizer.NOTHING_TOKEN] = len(tokenizer.token2id)\n        self.anchor_embeddings = nn.Embedding(len(tokenizer.token2id), embedding_dim=self.embedding_dim,\n                                              padding_idx=self.tokenizer.token2id[tokenizer.PADDING_TOKEN])\n        self.relation_embeddings = rel_embs\n        self.dist_emb = nn.Embedding(self.max_seq_len, embedding_dim=self.embedding_dim)\n\n        if self.random_hashes == 0:\n            if not self.nearest:\n                # subsample paths, need to align them with distances\n                sampled_paths = {\n                    entity: random.sample(paths, k=min(self.sample_paths, len(paths)))\n                    for entity, paths in self.tokenizer.vocab.items()\n                }\n            elif self.nearest:\n                # sort paths by length first and take K of them\n                prev_max_len = max(len(path) for k, v in self.tokenizer.vocab.items() for path in v)\n                sampled_paths = {\n                    entity: sorted(paths, key=lambda x: len(x))[:min(self.sample_paths, len(paths))]\n                    for entity, paths in self.tokenizer.vocab.items()\n                }\n                self.max_seq_len = max(len(path) for k, v in sampled_paths.items() for path in v)\n                print(\n                    f\"Changed max seq len from {prev_max_len} to {self.max_seq_len} after keeping {self.sample_paths} shortest paths\")\n\n            hashes = [\n                [self.tokenizer.token2id[path[0]] for path in paths] + [\n                    self.tokenizer.token2id[tokenizer.PADDING_TOKEN]] * (self.sample_paths - len(paths))\n                for entity, paths in sampled_paths.items()\n            ]\n            distances = [\n                [len(path) - 1 for path in paths] + [0] * (self.sample_paths - len(paths))\n                for entity, paths in sampled_paths.items()\n            ]\n\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.tensor(distances, dtype=torch.long, device=self.device)\n\n\n        else:\n            # in this case, we bypass distances and won't use relations in the encoder\n            self.anchor_embeddings = nn.Embedding(self.random_hashes, embedding_dim=self.embedding_dim)\n            hashes = [\n                random.sample(list(range(self.random_hashes)), self.sample_paths)\n                for i in range(self.num_entities)\n            ]\n\n            self.hashes = torch.tensor(hashes, dtype=torch.long, device=self.device)\n            self.distances = torch.zeros((self.num_entities, self.sample_paths), dtype=torch.long,\n                                         device=self.device)\n\n\n\n        if self.sample_rels > 0:\n            pad_idx = self.num_relations\n            e2r = defaultdict(set)\n            for row in graph.train_data:\n                e2r[int(row[0])].add(int(row[1]))\n\n            len_stats = [len(v) for k, v in e2r.items()]\n            print(\n                f\"Unique relations per node - min: {min(len_stats)}, avg: {np.mean(len_stats)}, 66th perc: {np.percentile(sorted(len_stats), 66)}, max: {max(len_stats)} \")\n            unique_1hop_relations = [\n                random.sample(e2r[i], k=min(self.sample_rels, len(e2r[i]))) + [pad_idx] * (\n                            self.sample_rels - min(len(e2r[i]), self.sample_rels))\n                for i in range(self.num_entities)\n            ]\n            self.unique_1hop_relations = torch.tensor(unique_1hop_relations, dtype=torch.long, device=self.device)\n\n    def reset_parameters(self):\n\n        if self.pooler != \"avg\":\n            for module in self.set_enc.modules():\n                if module is self:\n                    continue\n                if hasattr(module, \"reset_parameters\"):\n                    module.reset_parameters()\n\n            if self.pooler == \"mlp\":\n                for module in self.set_dec.modules():\n                    if module is self:\n                        continue\n                    if hasattr(module, \"reset_parameters\"):\n                        module.reset_parameters()\n\n\n        torch.nn.init.xavier_uniform_(self.anchor_embeddings.weight)\n        torch.nn.init.xavier_uniform_(self.dist_emb.weight)\n\n        if self.random_hashes == 0:\n            with torch.no_grad():\n                self.anchor_embeddings.weight[self.tokenizer.token2id[self.tokenizer.PADDING_TOKEN]] = torch.zeros(self.embedding_dim)\n                self.dist_emb.weight[0] = torch.zeros(self.embedding_dim)\n\n\n    def pool_anchors(self, anc_embs: torch.FloatTensor, mask: Optional[torch.BoolTensor] = None) -> torch.FloatTensor:\n        \"\"\"\n        input shape: (bs, num_anchors, emb_dim)\n        output shape: (bs, emb_dim)\n        \"\"\"\n\n        if self.pooler == \"cat\":\n            anc_embs = anc_embs.view(anc_embs.shape[0], -1)\n            pooled = self.set_enc(anc_embs) if self.sample_paths != 1 else anc_embs\n        elif self.pooler == \"trf\":\n            pooled = self.set_enc(anc_embs.transpose(1, 0))  # output shape: (seq_len, bs, dim)\n            pooled = pooled.mean(dim=0)  # output shape: (bs, dim)\n\n        return pooled\n\n    def encode_by_index(self, entities: torch.LongTensor) -> torch.FloatTensor:\n\n        hashes, dists = self.hashes[entities], self.distances[entities]\n\n        anc_embs = self.anchor_embeddings(hashes)\n        mask = None\n\n        if self.use_distances:\n            dist_embs = self.dist_emb(dists)\n            anc_embs += dist_embs\n\n        if self.no_anc:\n            anc_embs = torch.tensor([], device=self.device)\n\n        if self.sample_rels > 0:\n            rels = self.unique_1hop_relations[entities]  # (bs, rel_sample_size)\n            rels = self.relation_embeddings(rels)   # (bs, rel_sample_size, dim)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask)  # (bs, dim)\n\n        return anc_embs\n\n\n    def get_all_representations(self):\n\n        temp_embs = torch.zeros((len(self.hashes), self.embedding_dim), dtype=torch.float, device=self.device)\n\n        vocab_keys = list(range(len(self.hashes)))\n        for i in tqdm(range(0, len(self.hashes), self.subbatch)):\n            entities = torch.tensor(vocab_keys[i: i+self.subbatch], dtype=torch.long, device=self.device)\n            embs = self.encode_by_index(entities)\n            temp_embs[i: i + self.subbatch, :] = embs\n\n        return temp_embs\n\n\n    def encode_by_hash(self, hashes: torch.LongTensor, distances: torch.LongTensor, rels: np.ndarray):\n        anc_embs = self.anchor_embeddings(hashes.unsqueeze(0))\n        mask = None\n        pad_idx = self.num_relations\n\n        if self.use_distances:\n            dist_embs = self.dist_emb(distances)\n            anc_embs += dist_embs\n\n        if self.sample_rels > 0:\n            if len(rels) < self.sample_rels:\n                rels = torch.cat(\n                    [torch.tensor(rels, dtype=torch.long, device=self.device),\n                     torch.tensor([pad_idx]*(self.sample_rels-len(rels)), dtype=torch.long, device=self.device)\n                     ])\n            elif len(rels) > self.sample_rels:\n                rels = torch.tensor(np.random.permutation(rels)[:self.sample_rels], dtype=torch.long, device=self.device)\n            else:\n                rels = torch.tensor(rels, dtype=torch.long, device=self.device)\n\n            rels = self.relation_embeddings(rels.unsqueeze(0))   # (bs, rel_sample_size, dim)\n            anc_embs = torch.cat([anc_embs, rels], dim=1)  # (bs, ancs+rel_sample_size, dim)\n\n        anc_embs = self.pool_anchors(anc_embs, mask=mask)  # (bs, dim)\n\n        return anc_embs"
  },
  {
    "path": "oos_lp/src/vocab/nodepiece_tokenizer.py",
    "content": "# import torch\n# import numpy as np\n# import pickle\n# import multiprocessing as mp\n# import networkx as nx\n# from functools import partial\n# from igraph import Graph\n#\n# from torch import nn\n# from pykeen.triples import TriplesFactory\n# from typing import List, Dict, Union\n# from pathlib import Path\n# from tqdm import tqdm\n# from tqdm.contrib.concurrent import process_map, thread_map\n# from collections import Counter\n# #from utils.bpe import KG_BPE\n# import random\n# from common.dataset import Dataset\n#\n# #from tokenizers import Tokenizer, models, normalizers, pre_tokenizers, decoders, trainers, AddedToken\n# #from tokenizers.models import BPE, WordLevel, WordPiece\n#\n#\n# class NodePiece_Tokenizer:\n#\n#     \"\"\"\n#         Tokenizer for KGs: will select topK anchor nodes according to certain strategies;\n#             and encode other nodes as 'words' as paths comprised of relations and anchor nodes\n#     \"\"\"\n#\n#     def __init__(self,\n#                  triples: Union[TriplesFactory, Dataset],\n#                  dataset_name: str,\n#                  num_anchors: int,\n#                  anchor_strategy: Dict[str, float],\n#                  num_paths: int,\n#                  betw_ratio: float = 0.01,\n#                  prune_freq: int = 0,\n#                  prune_dist_lim: int = 0,\n#                  prune_dist_op: str = 'lt',\n#                  bpe: bool = True,\n#                  bpe_merges: int = 100,\n#                  single_path: bool = False,\n#                  limit_shortest: int = 0,\n#                  relation2id: dict = None,\n#                  num_nodes: int = None,\n#                  ) -> None:\n#         super().__init__()\n#\n#         self.triples_factory = triples\n#         self.dataset_name = dataset_name\n#         self.num_anchors = num_anchors\n#         self.anchor_strategy = anchor_strategy\n#         self.num_paths = num_paths\n#         self.betw_ratio = betw_ratio\n#         self.sp_limit = limit_shortest\n#\n#         self.NOTHING_TOKEN = -99\n#         self.CLS_TOKEN = -1\n#         self.MASK_TOKEN = -10\n#         self.PADDING_TOKEN = -100\n#         self.SEP_TOKEN = -2\n#\n#         self.prune_freq = prune_freq != 0\n#         self.common_threshold = prune_freq\n#\n#         self.prune_dist_lim = prune_dist_lim\n#         self.prune_dist_op = prune_dist_op\n#\n#         self.apply_bpe = bpe\n#         self.bpe_merges = bpe_merges\n#         self.cache = {}\n#\n#         self.single_path = single_path  # Need that to finalize pruning\n#         self.r2id = relation2id\n#         self.num_nodes = num_nodes\n#\n#         # # add inverses\n#         # num_default_rels = len(relation2id)\n#         # inverse_triples = torch.stack([triples[:, 2], triples[:, 1] + num_default_rels, triples[:, 0]])\n#         # self.triples_factory = torch.cat([self.triples_factory, inverse_triples], dim=0)\n#         # self.r2id.update({\n#         #     f\"{k}_inverse\": v+num_default_rels for k, v in self.r2id.items()\n#         # })\n#\n#\n#         self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n#\n#         assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n#         assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n#\n#         self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n#\n#         self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n#         self.rel2token = {t: i + len(self.top_entities) for i, t in\n#                           enumerate(list(self.r2id.values()))}\n#         self.vocab_size = len(self.token2id) + len(self.rel2token)\n#\n#\n#         self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n#\n#         # add identity for anchor nodes as the first / closest node\n#         for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n#             self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n#\n#\n#\n#     def tokenize_kg(self):\n#\n#         strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n#\n#         filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n#         if self.sp_limit > 0:\n#             filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n#         filename += \".pkl\"\n#         self.model_name = filename.split('.pkl')[0]\n#         path = Path(filename)\n#         if path.is_file():\n#             anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n#             return anchors, non_anchors, vocab\n#\n#         ## TODO: find smth more scalable than networkx for larger graphs. UPD: let's use igraph\n#\n#         src, tgt, rels = self.triples_factory[:, 0].astype(int), self.triples_factory[:, 2].astype(int), self.triples_factory[:, 1].astype(int)\n#         edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n#         graph = Graph(n=self.num_nodes, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n#         # graph = nx.MultiDiGraph()\n#         # for triple in self.triples_factory.mapped_triples:\n#         #     graph.add_edge(triple[0].item(), triple[2].item(), relation=triple[1].item())\n#         #     # make sure inverse relations are already there, otherwise, uncomment:\n#         #     # graph.add_edge(triple[2].item(), triple[0].item(), relation=triple[1].item()+1)\n#\n#         anchors = []\n#         for strategy, ratio in self.anchor_strategy.items():\n#             if ratio <= 0.0:\n#                 continue\n#             topK = int(np.ceil(ratio * self.num_anchors))\n#             print(f\"Computing the {strategy} nodes\")\n#             if strategy == \"degree\":\n#                 # top_nodes = sorted(graph.degree(), key=lambda x: x[1], reverse=True) # OLD NetworkX\n#                 top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n#             elif strategy == \"betweenness\":\n#                 # This is O(V^3) - you don't want to compute that forever, so let's take 10% nodes approximation\n#                 # top_nodes = sorted(nx.betweenness_centrality(nx.Graph(graph), k=int(np.ceil(self.betw_ratio * self.triples_factory.num_entities))).items(),\n#                 #                    key=lambda x: x[1],\n#                 #                    reverse=True)\n#                 raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n#             elif strategy == \"pagerank\":\n#                 #top_nodes = sorted(nx.pagerank(nx.DiGraph(graph)).items(), key=lambda x: x[1], reverse=True)\n#                 top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n#             elif strategy == \"random\":\n#                 top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.num_nodes))]\n#\n#             selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n#\n#             anchors.extend(selected_nodes)\n#             print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n#\n#         vocab = self.create_all_paths(graph, anchors)\n#         top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n#         non_core_entities = [i for i in range(self.num_nodes) if i not in anchors]\n#\n#         pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n#         print(\"Vocabularized and saved!\")\n#\n#         return top_entities, non_core_entities, vocab\n#\n#\n#     def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n#\n#         vocab = {}\n#         print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} paths per node\")\n#\n#         # with mp.Pool() as pool:\n#         #     nodes = list(np.arange(self.triples_factory.num_entities))\n#         #     f = partial(self.get_paths, top_entities=top_entities, graph=graph, nothing_token=self.NOTHING_TOKEN, max_paths=self.num_paths)\n#         #     #all_batches = tqdm(pool.imap(f, nodes))\n#         #     all_batches = thread_map(f, nodes, chunksize=1000)\n#         #     vocab = {k: v for batch in all_batches for (k, v) in batch.items()}\n#\n#         # TODO seems like a direct loop is faster than mp.Pool - consider graph-tool + OpenMP to be even faster\n#         for i in tqdm(range(self.num_nodes)):\n#             paths = graph.get_shortest_paths(v=i, to=top_entities, output=\"epath\", mode='in')\n#             if len(paths[0]) > 0:\n#                 relation_paths = [[graph.es[path[-1]].source] + [graph.es[k]['relation'] for k in path[::-1]] for path in paths if len(path) > 0]\n#             else:\n#                 relation_paths = [[self.NOTHING_TOKEN] for _ in range(self.num_paths)]\n#             if self.sp_limit > 0:\n#                 relation_paths = sorted(relation_paths, key=lambda x: len(x))[:self.sp_limit]\n#             vocab[i] = relation_paths\n#         # nodes = list(range(self.triples_factory.num_entities))\n#         # f = partial(self.igraph_path_mining, graph=Graph, anchors=top_entities, nothing_token=self.NOTHING_TOKEN, max_paths=self.num_paths)\n#         # all_batches = thread_map(f, nodes, chunksize=1000)\n#         # vocab = {k: v for batch in all_batches for (k, v) in batch.items()}\n#\n#         return vocab\n#\n\nimport torch\nimport numpy as np\nimport pickle\nfrom igraph import Graph\n\nfrom pykeen.triples import TriplesFactory\nfrom typing import List, Dict\nfrom pathlib import Path\nfrom tqdm import tqdm\nimport random\n\n\n\nclass NodePiece_Tokenizer:\n\n    \"\"\"\n        Tokenizer for KGs: will select topK anchor nodes according to certain strategies;\n            and encode other nodes as 'words' as hashes comprised of relations and anchor nodes\n    \"\"\"\n\n    def __init__(self,\n                 triples: TriplesFactory,\n                 dataset_name: str,\n                 num_anchors: int,\n                 anchor_strategy: Dict[str, float],\n                 limit_shortest: int = 0,\n                 limit_random: int = 0,\n                 add_identity: bool = True,\n                 mode: str = \"path\",\n                 relation2id: dict = None,\n                 num_nodes: int = None,\n                 ) -> None:\n        super().__init__()\n\n        self.triples_factory = triples  # original triples of the training graph, assuming inverses are added\n        self.dataset_name = dataset_name\n        self.num_anchors = num_anchors  # total N anchor nodes\n        self.anchor_strategy = anchor_strategy  # ratios of strategies for sampling anchor nodes\n        self.num_paths = num_anchors  # aux variable\n        self.sp_limit = limit_shortest  # keep only K nearest anchor nodes per entity\n        self.rand_limit = limit_random  # keep only K random anchor nodes per entity\n\n        if self.sp_limit * self.rand_limit != 0:\n            raise Exception(\"-sp_limit and -rand_limit are mutually exclusive\")\n\n        self.add_identity = add_identity  # anchor nodes will have their own indices with distance 0  in their hashes\n        self.tkn_mode = mode  # only \"path\" mode is implemented atm\n\n        # auxiliary tokens for the vocabulary\n        self.NOTHING_TOKEN = -99  # means the node is not reachable from any of anchor nodes\n        self.CLS_TOKEN = -1\n        self.MASK_TOKEN = -10\n        self.PADDING_TOKEN = -100\n        self.SEP_TOKEN = -2\n\n        self.r2id = relation2id\n        self.num_nodes = num_nodes\n\n        # well, betwenness is disabled\n        self.AVAILABLE_STRATEGIES = set([\"degree\", \"betweenness\", \"pagerank\", \"random\"])\n\n        assert sum(self.anchor_strategy.values()) == 1.0, \"Ratios of strategies should sum up to one\"\n        assert set(self.anchor_strategy.keys()).issubset(self.AVAILABLE_STRATEGIES)\n\n        # load or create the vocabulary\n        self.top_entities, self.other_entities, self.vocab = self.tokenize_kg()\n\n        # numerical indices for entities and relations\n        self.token2id = {t: i for i, t in enumerate(self.top_entities)}\n        self.rel2token = {t: i + len(self.top_entities) for i, t in\n                          enumerate(list(self.r2id.values()))}\n        self.vocab_size = len(self.token2id) + len(self.rel2token)\n\n        # although we don't use paths, we count their lengths for anchor distances\n        self.max_seq_len = max([len(path) for k, v in self.vocab.items() for path in v])\n\n        if self.add_identity:\n            # add identity for anchor nodes as the first / closest node\n            for anchor in self.top_entities[:-4]:  # last 4 are always service tokens\n                self.vocab[anchor] = [[anchor]] + self.vocab[anchor][:-1]\n\n\n\n    def tokenize_kg(self):\n\n        # creating a filename\n        strategy_encoding = f\"d{self.anchor_strategy['degree']}_b{self.anchor_strategy['betweenness']}_p{self.anchor_strategy['pagerank']}_r{self.anchor_strategy['random']}\"\n\n        filename = f\"data/{self.dataset_name}_{self.num_anchors}_anchors_{self.num_paths}_paths_{strategy_encoding}_pykeen\"\n        if self.sp_limit > 0:\n            filename += f\"_{self.sp_limit}sp\"  # for separating vocabs with limited mined shortest paths\n        if self.rand_limit > 0:\n            filename += f\"_{self.rand_limit}rand\"\n        filename += \".pkl\"\n        self.model_name = filename.split('.pkl')[0]\n        path = Path(filename)\n        if path.is_file():\n            anchors, non_anchors, vocab = pickle.load(open(path, \"rb\"))\n            return anchors, non_anchors, vocab\n\n        # create an input object for iGraph - edge list with relation types, and then create a graph\n        src, tgt, rels = self.triples_factory[:, 0].astype(int), self.triples_factory[:, 2].astype(int), self.triples_factory[:, 1].astype(int)\n        edgelist = [[s, t] for s, t, r in zip(src, tgt, rels)]\n        graph = Graph(n=self.num_nodes, edges=edgelist, edge_attrs={'relation': list(rels)}, directed=True)\n\n\n        # sampling anchor nodes\n        anchors = []\n        for strategy, ratio in self.anchor_strategy.items():\n            if ratio <= 0.0:\n                continue\n            topK = int(np.ceil(ratio * self.num_anchors))\n            print(f\"Computing the {strategy} nodes\")\n            if strategy == \"degree\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.degree())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"betweenness\":\n                # This is O(V^3) - disabled\n                raise NotImplementedError(\"Betweenness is disabled due to computational costs\")\n            elif strategy == \"pagerank\":\n                top_nodes = sorted([(i, n) for i, n in enumerate(graph.personalized_pagerank())], key=lambda x: x[1], reverse=True)\n            elif strategy == \"random\":\n                top_nodes = [(int(k), 1) for k in np.random.permutation(np.arange(self.triples_factory.num_entities))]\n\n            selected_nodes = [node for node, d in top_nodes if node not in anchors][:topK]\n\n            anchors.extend(selected_nodes)\n            print(f\"Added {len(selected_nodes)} nodes under the {strategy} strategy\")\n\n        # now mine the anchors per node\n        vocab = self.create_all_paths(graph, anchors)\n        top_entities = anchors + [self.CLS_TOKEN] + [self.MASK_TOKEN] + [self.PADDING_TOKEN] + [self.SEP_TOKEN]\n        non_core_entities = [i for i in range(self.triples_factory.num_entities) if i not in anchors]\n\n        pickle.dump((top_entities, non_core_entities, vocab), open(filename, \"wb\"))\n        print(\"Vocabularized and saved!\")\n\n        return top_entities, non_core_entities, vocab\n\n\n    def create_all_paths(self, graph: Graph, top_entities: List = None) -> Dict[int, List]:\n\n        vocab = {}\n        if self.rand_limit == 0:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.sp_limit if self.sp_limit >0 else self.num_paths} shortest paths per node\")\n        else:\n            print(f\"Computing the entity vocabulary - paths, retaining {self.rand_limit} random paths per node\")\n\n        # single-threaded mining is found to be as fast as multi-processing + igraph for some reason, so let's use a dummy for-loop\n        for i in tqdm(range(self.triples_factory.num_entities)):\n            if self.tkn_mode == \"path\":\n                paths = graph.get_shortest_paths(v=i, to=top_entities, output=\"epath\", mode='in')\n                if len(paths[0]) > 0:\n                    relation_paths = [[graph.es[path[-1]].source] + [graph.es[k]['relation'] for k in path[::-1]] for path in paths if len(path) > 0]\n                else:\n                    # if NO anchor can be reached from the node - encode with a special NOTHING_TOKEN\n                    relation_paths = [[self.NOTHING_TOKEN] for _ in range(self.num_paths)]\n                if self.sp_limit > 0:\n                    relation_paths = sorted(relation_paths, key=lambda x: len(x))[:self.sp_limit]\n                if self.rand_limit > 0:\n                    random.shuffle(relation_paths)\n                    relation_paths = relation_paths[:self.rand_limit]\n                vocab[i] = relation_paths\n            else:\n                raise NotImplementedError\n\n        return vocab\n"
  },
  {
    "path": "readme.md",
    "content": "# NodePiece - Compositional and Parameter-Efficient Representations for Large Knowledge Graphs\n\n<p align=\"center\">\n<img src=\"https://img.shields.io/badge/python-3.8-blue.svg\">\n<a href=\"https://github.com/migalkin/NodePiece/blob/master/LICENSE\">\n    <img src=\"https://img.shields.io/badge/License-MIT-blue.svg\"></a>\n<a href=\"https://openreview.net/forum?id=xMJWUKJnFSw\"><img src=\"http://img.shields.io/badge/Paper-PDF-red.svg\"></a>\n<a href=\"https://mgalkin.medium.com/nodepiece-tokenizing-knowledge-graphs-6dd2b91847aa\"><img src=\"https://img.shields.io/badge/Blog-Medium-03a87c\"></a>\n</p>\n\n<img src=\"./NodePiece_fig.svg\" width=\"100%\">\n\nNodePiece is a \"tokenizer\" for reducing entity vocabulary size in knowledge graphs. \nInstead of shallow embedding every node to a vector, we first \"tokenize\" each node by K anchor nodes and M relation types in its relational context.\nThen, the resulting hash sequence is encoded through any injective function, e.g., MLP or Transformer.\n\nSimilar to Byte-Pair Encoding and WordPiece tokenizers commonly used in NLP, NodePiece can tokenize unseen nodes attached to the seen graph using the same anchor and relation vocabulary, which allows NodePiece to work out-of-the-box in the inductive settings using all the well-known scoring functions in the classical KG completion (like TransE or RotatE).\nNodePiece also works with GNNs (we tested on node classification, but not limited to it, of course).\n\n## Updates\n\n* **NodePiece is now also implemented in [PyKEEN](https://github.com/pykeen/pykeen)!** Try it with 40+ KGE models on 30+ datasets!\n* **01.02.2022: New Inductive Link Prediction task!**\n* **20.01.2022: Accepted to ICLR 2022** 🎉\n* **25.12.2021: A NodePiece-powered model is Top-1 on the [OGB WikiKG 2](https://ogb.stanford.edu/docs/leader_linkprop/#ogbl-wikikg2)**\n* **17.07.2021: NodePiece for OGB WikiKG 2 (2.5M nodes)**\n## NodePiece source code\n\nThe repo contains the code and experimental setups for reproducibility studies.\n\nEach experiment resides in the respective folder:\n* LP_RP - link prediction and relation prediction\n* NC - node classification\n* OOS_LP - out-of-sample link prediction\n* ogb - NodePiece version for the OGB WikiKG 2 benchmark\n* inductive_lp - inductive link prediction\n\nThe repo is based on Python 3.8.\n`wandb` is an optional requirement in case you have an existing account there and would like to track experimental results.\nIf you have a `wandb` account, the repo assumes you've performed\n```\nwandb login <your_api_key>\n```\nUsing a GPU is recommended.\n\nFirst, run a script which will download all the necessary pre-processed data and datasets. \nIt takes approximately 1 GB. \n```\nsh download_data.sh\n```\n\nWe packed the pre-processed data for faster experimenting with the repo. \nNote that there are two NodePiece tokenization **modes** (`-tkn_mode [option]`): `path` and `bfs`:\n* `path` is an old tokenization strategy (based on finding shortest paths between each node and all anchors) under which we performed the experiments and packed the data for reproducibility;\n* `bfs` is a new strategy (based on iterative expansion of node's neighborhood until a desired number of anchors is reached) which is 5-50x faster and takes 4-5x less space depending on the KG. Currently, works for transductive LP/RP tasks;\n\nPre-processing times tested on M1 MacBook Pro / 8 GB:\n\n| mode | FB15k-237  / vocab size  | WN18RR / vocab size  | YAGO 3-10 / vocab size |\n| ----- | ------ | ------ | ------ |\n| `path` | 2 min / 28 MB  | 5 min / 140 MB |  ~ 5 hours / 240 MB |\n| `bfs` | 8 sec  / 7.5 MB  | 30 sec / 20 MB | 4.5 min / 40 MB |\n\n\nCoDEx-Large and YAGO `path` pre-processing is better run on a server with 16-32 GB RAM and might take 2-5 hours depending on the chosen number of anchors.\n\nNB: we seek to further improve the algorithms to make the tokenization process even faster than the `bfs` strategy.\n\nSecond, install the dependencies in `requirements.txt`.\nNote that when installing Torch-Geometric you might want to use pre-compiled binaries for a certain version of python and torch. \nCheck the manual [here](https://github.com/rusty1s/pytorch_geometric).\n\nIn the link prediction tasks, all the necessary datasets will be downloaded upon first script execution.\n\n## Link Prediction \n\nThe link prediction (LP) and relation prediction (RP) tasks use models, datasets, and evaluation protocols from [PyKEEN](https://github.com/pykeen/pykeen).\n\nNavigate to the `lp_rp` folder: `cd lp_rp`.\n\nThe list of CLI params can be found in `run_lp.py`.\n\n* Run the fb15k-237 experiment\n\n```\npython run_lp.py -loop lcwa -loss bce -b 512 -data fb15k237 -anchors 1000 -sp 100 -lr 0.0005 -ft_maxp 20 -pool cat -embedding 200 -sample_rels 15 -smoothing 0.4 -epochs 401\n```\n\n* Run the wn18rr experiment\n\n```\npython run_lp.py -loop slcwa -loss nssal -margin 15 -b 512 -data wn18rr -anchors 500 -sp 100 -lr 0.0005 -ft_maxp 50 -pool cat -embedding 200 -negs 20 -subbatch 2000 -sample_rels 4 -epochs 601\n```\n\n* Run the codex-l experiment\n\n```\npython run_lp.py -loop lcwa -loss bce -b 256 -data codex_l -anchors 7000 -sp 100 -lr 0.0005 -ft_maxp 20 -pool cat -embedding 200 -subbatch 10000 -sample_rels 6 -smoothing 0.3 -epochs 120\n```\n\n* Run the yago 3-10 experiment\n\n```\npython run_lp.py -loop slcwa -loss nssal -margin 50 -b 512 -data yago -anchors 10000 -sp 100 -lr 0.00025 -ft_maxp 20 -pool cat -embedding 200 -subbatch 2000 -sample_rels 5 -negs 10 -epochs 601\n```\n\n### Test evaluation reproducibility patch\n\nPyKEEN 1.0.5 used in this repo has been identified to have issues at the filtering stage when evaluating on the test set.\nIn order to fully reproduce the reported test set numbers for transductive LP/RP experiments from the paper and resolve this issue, please apply the patch from the `lp_rp/patch` folder:\n1. Locate pykeen in your environment installation:\n```\n<path_to_env>/lib/python3.<NUMBER>/site-packages/pykeen\n```\n2. Replace the `evaluation/evaluator.py` with the one from the `patch` folder\n```bash\ncp ./lp_rp/patch/evaluator.py <path_to_env>/lib/python3.<NUMBER>/site-packages/pykeen/evaluation/\n```\n3. Replace the `stoppers/early_stopping.py` with the one from the `patch` folder\n```bash\ncp ./lp_rp/patch/early_stopping.py <path_to_env>/lib/python3.<NUMBER>/site-packages/pykeen/stoppers/\n```\n\nThis won't be needed once we port the codebase to newest versions of PyKEEN (1.4.0+) where this was fixed\n\n## Inductive Link Prediction\nThe task is coined in the paper by Teru et al [Inductive relation prediction by subgraph reasoning](https://arxiv.org/abs/1911.06962).\nTraining is executed on one graph, but inference link prediction is executed on a completely new graph\nwith unseen entities (but known relations).\n\nNodePiece is inductive out-of-the-box and can be used for this task exactly in the same\nway as in the transductive link prediction tasks!\n\nSee more details in the respective [README](/inductive_lp/README.md) to run inductive LP experiments.\n\n## Open Graph Benchmark (OGB)\n\nNodePiece made it to the tops of the [OGB WikiKG 2 leaderboard](https://ogb.stanford.edu/docs/leader_linkprop/#ogbl-wikikg2)\npowering models with a dramatically reduced parameter budget (7M vs 500-1500M).\nInstead of learning 2.5M entity embeddings, the current configuration needs only 20K anchor nodes.\n\nSee the [README](/ogb/readme.md) in the respective folder to get the precomputed vocabulary and for more details.\nOur results on NodePiece + AutoSF from the paper:\n\n<table>\n    <tr>\n        <th>Model</th>\n        <th>Params</th>\n        <th>Node Tokenization</th>\n        <th>Test MRR</th>\n    </tr>\n    <tr>\n        <th>NodePiece</th>\n        <td>6.9M</td>\n        <td>20 anchors + 12 relations</td>\n        <td>0.570</td>\n    </tr>\n    <tr>\n        <th> -  w/o relations</th>\n        <td>5.9M</td>\n        <td>20 anchors</td>\n        <td>0.592</td>\n    </tr>\n    <tr>\n        <th> -  w/o anchors</th>\n        <td>1.3M</td>\n        <td>12 relations</td>\n        <td>0.476</td>\n    </tr>\n</table>\n\n## Relation Prediction\n\nThe setup is very similar to that of link prediction (LP) but we predict relations `(h,?,t)` now.\n\nNavigate to the `lp_rp` folder: `cd lp_rp`.\n\nThe list of CLI params can be found in `run_lp.py`\n\n* Run the fb15k-237 experiment\n\n```\npython run_lp.py -loop slcwa -loss nssal -b 512 -data fb15k237 -anchors 1000 -sp 100 -lr 0.0005 -ft_maxp 20 -margin 15 -subbatch 2000 -pool cat -embedding 200 -negs 20 -sample_rels 15 -epochs 21 --rel-prediction True\n```\n\n* Run the wn18rr experiment\n\n```\npython run_lp.py -loop slcwa -loss nssal -b 512 -data wn18rr -anchors 500 -sp 100 -lr 0.0005 -ft_maxp 50 -margin 12 -subbatch 2000 -pool cat -embedding 200 -negs 20 -sample_rels 4 -epochs 151 --rel-prediction True\n```\n\n* Run the yago 3-10 experiment\n\n```\npython run_lp.py -loop slcwa -loss nssal -b 512 -data yago -anchors 10000 -sp 100 -lr 0.0005 -ft_maxp 20 -margin 25 -subbatch 2000 -pool cat -embedding 200 -negs 20 -sample_rels 5 -epochs 7 --rel-prediction True\n```\n\n## Node Classification\n\nNavigate to the `nc` folder: `cd nc` .\n\nThe list of CLI params can be found in `run_nc.py`\n\nIf you have a GPU, use `DEVICE cuda` otherwise `DEVICE cpu`.\n\nThe run on 5% of labeled data:\n\n```\npython run_nc.py DATASET wd50k MAX_QPAIRS 3 STATEMENT_LEN 3 LABEL_SMOOTHING 0.1 EVAL_EVERY 5 DEVICE cpu WANDB False EPOCHS 4001 GCN_HID_DROP2 0.5 GCN_HID_DROP 0.5 GCN_FEAT_DROP 0.5 EMBEDDING_DIM 100 GCN_GCN_DIM 100 LEARNING_RATE 0.001 GCN_ATTENTION True GCN_GCN_DROP 0.3 GCN_ATTENTION_DROP 0.3 GCN_LAYERS 3 DS_TYPE transductive MODEL_NAME stare TR_RATIO 0.05 USE_FEATURES False TOKENIZE True NUM_ANCHORS 50 MAX_PATHS 10 USE_TEST True\n```\n\nThe run on 10% of labeled data:\n```\npython run_nc.py DATASET wd50k MAX_QPAIRS 3 STATEMENT_LEN 3 LABEL_SMOOTHING 0.1 EVAL_EVERY 5 DEVICE cpu WANDB False EPOCHS 4001 GCN_HID_DROP2 0.5 GCN_HID_DROP 0.5 GCN_FEAT_DROP 0.5 EMBEDDING_DIM 100 GCN_GCN_DIM 100 LEARNING_RATE 0.001 GCN_ATTENTION True GCN_GCN_DROP 0.3 GCN_ATTENTION_DROP 0.3 GCN_LAYERS 3 DS_TYPE transductive MODEL_NAME stare TR_RATIO 0.1 USE_FEATURES False TOKENIZE True NUM_ANCHORS 50 MAX_PATHS 10 USE_TEST True\n```\n\n\n## Out-of-sample Link Prediction\n\nNavigate to the `oos_lp` folder: `cd oos_lp/src`.\n\nThe list of CLI params can be found in `main.py`.\n\n* Run the oos fb15k-237 experiment\n\n```\npython main.py -dataset FB15k-237 -model_name DM_NP_fb -ne 41 -lr 0.0005 -emb_dim 200 -batch_size 256 -simulated_batch_size 256 -save_each 100 -tokenize True -opt adam -pool trf -use_custom_reg False -reg_lambda 0.0 -loss_fc spl -margin 15 -neg_ratio 5 -wandb False -eval_every 20 -anchors 1000 -sample_rels 15\n```\n\n* Run the oos yago3-10 experiment\n\n```\npython main.py -dataset YAGO3-10 -model_name DM_NP_yago -ne 41 -lr 0.0005 -emb_dim 200 -batch_size 256 -simulated_batch_size 256 -save_each 100 -tokenize True -opt adam -pool trf -use_custom_reg False -reg_lambda 0.0 -loss_fc spl -margin 15 -neg_ratio 5 -wandb False -eval_every 20 -anchors 10000 -sample_rels 5\n```\n\n## Citation\n\nIf you find this work useful, please consider citing the paper:\n```\n@inproceedings{\ngalkin2022nodepiece,\ntitle={NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs},\nauthor={Mikhail Galkin and Etienne Denis and Jiapeng Wu and William L. Hamilton},\nbooktitle={International Conference on Learning Representations},\nyear={2022},\nurl={https://openreview.net/forum?id=xMJWUKJnFSw}\n}\n```"
  },
  {
    "path": "requirements.txt",
    "content": "torch==1.7.1\npykeen==1.0.5\nclick\ntorch-geometric==1.6.3\ntorch_sparse==0.6.8\ntorch-scatter==2.0.5\ntorch-cluster==1.5.8\ntorch-spline-conv==1.2.0\npystow==0.1.0\neinops\npython-igraph\ntqdm\nwandb\n"
  }
]