Classifier Instance:

Anchor text: IBM
Target Entity: IBM
Preceding Context: In the late 1980s, backgammon programmers found more success with an approach based on artificial neural networks. TD-Gammon, developed by Gerald Tesauro of
Succeeding Context: , was the first of these programs to play near the expert level. Its neural network was trained using temporal difference learning applied to data generated from self-play. According to assessments by Bill Robertie and Kit Woolsey, TD-Gammon's play was at or above the level of the top human players in the world. Woolsey said of the program that "There is no question in my mind that its positional judgment is far better than mine."
Paragraph Title: Play and analysis
Source Page: Backgammon

Ground Truth Types:

|---wordnet_entity_100001740
|  |---wordnet_organization_108008335
|  |  |---wordnet_institution_108053576
|  |  |  |---wordnet_company_108058098
|  |  |  |  |---wordnet_electronics_company_108003035

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-1.99022674626822 0
wordnet_event_100029378-0.9411558089131631 0
wordnet_organization_1080083351.2682436616365484 1
wordnet_nongovernmental_organization_108009834-2.445096120404307 0
wordnet_unit_108189659-1.1214559673885112 0
wordnet_institution_1080535761.3081523668941495 1
wordnet_company_1080580981.4722998757246157 1
wordnet_broadcasting_company_108002015-1.586305065315781 0
wordnet_subsidiary_company_108003935-2.0918075606975326 0
wordnet_electronics_company_1080030351.0961659240101558 1
wordnet_food_company_108003427-2.014232856919944 0
wordnet_service_108186047-2.064806499782992 0
wordnet_educational_institution_108276342-1.4858779113700964 0
wordnet_financial_institution_108054721-2.7046139582627933 0
wordnet_religion_108081668-1.8980071389087776 0
wordnet_musical_organization_108246613-3.3831699665756907 0
wordnet_enterprise_108056231-2.271034545491505 0
wordnet_association_108049401-1.141592551089657 0
wordnet_polity_108050385-2.4262758465933376 0
wordnet_party_108256968-2.8904492648464153 0
wordnet_force_108208016-2.7061046365415846 0
wordnet_company_108187033-2.211873202365122 0
wordnet_deputation_108402442-1.9875000269678853 0
wordnet_union_108233056-1.785978760738954 0
wordnet_alliance_108293982-2.615437229720107 0
wordnet_person_100007846-3.0645616220559813 0
yagoGeoEntity-0.6708191434098827 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |  |---wordnet_nongovernmental_organization_108009834
|  |  |---wordnet_unit_108189659
|  |  |---wordnet_institution_108053576
|  |  |  |---wordnet_company_108058098
|  |  |  |  |---wordnet_broadcasting_company_108002015
|  |  |  |  |---wordnet_subsidiary_company_108003935
|  |  |  |  |---wordnet_electronics_company_108003035
|  |  |  |  |---wordnet_food_company_108003427
|  |  |  |  |---wordnet_service_108186047
|  |  |  |---wordnet_educational_institution_108276342
|  |  |  |---wordnet_financial_institution_108054721
|  |  |  |---wordnet_religion_108081668
|  |  |---wordnet_musical_organization_108246613
|  |  |---wordnet_enterprise_108056231
|  |  |---wordnet_association_108049401
|  |  |---wordnet_polity_108050385
|  |  |---wordnet_party_108256968
|  |  |---wordnet_force_108208016
|  |  |---wordnet_company_108187033
|  |  |---wordnet_deputation_108402442
|  |  |---wordnet_union_108233056
|  |  |---wordnet_alliance_108293982
|  |---wordnet_person_100007846
|  |---yagoGeoEntity