Classifier Instance:

Anchor text: South Korea
Target Entity: South_Korea
Preceding Context: Starting in 1969 President Richard Nixon started the process of "Vietnamization", pulling out American forces and rendering the ARVN capable of fighting an effective war against the People's Army of Vietnam (PAVN) of the North (Also called NVA for North Vietnamese Army) and the ally, the National Liberation Front (NLF or Viet Cong). Slowly, ARVN began to expand from its counter-insurgency role to become the primary ground defense against the NLF and PAVN. From 1969 to 1971 there were about 22,000 ARVN combat deaths per year. Starting in 1968, South Vietnam began calling up every available man for service in the ARVN, reaching a strength of one million soldiers by 1972. In 1970 they performed well in the Cambodian Incursion and were executing three times as many operations as they had during the American war period. However, the ARVN equipment continued to be of lower standards than their American and
Succeeding Context: n allies, even as the U.S. tried to upgrade ARVN technology. However, the officer corps was still the biggest problem. Leaders were too often poorly trained, corrupt, lacking morale and inept.
Paragraph Title: Final campaigns
Source Page: Army of the Republic of Vietnam

Ground Truth Types:

|---wordnet_entity_100001740
|  |---wordnet_organization_108008335
|  |  |---wordnet_unit_108189659
|  |  |  |---wordnet_political_unit_108359949
|  |  |  |  |---wordnet_state_108168978
|  |---yagoGeoEntity
|  |  |---yagoGeoEntity_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-2.863018006770011 0
wordnet_event_100029378-1.7206581673090764 0
wordnet_organization_1080083350.8734747423888329 1
wordnet_nongovernmental_organization_108009834-2.379933923544852 0
wordnet_unit_1081896591.2900541356185897 1
wordnet_military_unit_108198398-0.559021966940163 0
wordnet_family_108078020-2.15837325128422 0
wordnet_administrative_unit_108077292-2.4372834070739344 0
wordnet_team_108208560-1.450591759932537 0
wordnet_political_unit_1083599490.36938799172118886 1
wordnet_state_1081689781.2119476969803136 1
wordnet_institution_108053576-4.148985724614523 0
wordnet_musical_organization_108246613-2.611154044204353 0
wordnet_enterprise_108056231-2.4585776789992226 0
wordnet_association_108049401-1.5857887006857347 0
wordnet_polity_108050385-1.713710634556713 0
wordnet_party_108256968-3.0829941933004843 0
wordnet_force_108208016-1.9367974079430144 0
wordnet_company_108187033-2.0101913486209133 0
wordnet_deputation_108402442-1.7104122157014012 0
wordnet_union_108233056-1.8056195779929063 0
wordnet_alliance_108293982-1.6790674855272225 0
wordnet_person_100007846-1.0548509869642835 0
yagoGeoEntity1.2090566664855233 1
wordnet_location_100027167-1.0683995951887286 0
wordnet_structure_104341686-3.174011281236138 0
wordnet_facility_103315023-3.877308811386306 0
wordnet_body_of_water_109225146-2.043752519190833 0
wordnet_geological_formation_109287968-2.9462939771653645 0
wordnet_way_104564698-2.6513457361037096 0
wordnet_land_109334396-2.2890305210046717 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |  |---wordnet_structure_104341686
|  |  |---wordnet_facility_103315023
|  |  |---wordnet_way_104564698
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |  |---wordnet_nongovernmental_organization_108009834
|  |  |---wordnet_unit_108189659
|  |  |  |---wordnet_military_unit_108198398
|  |  |  |---wordnet_family_108078020
|  |  |  |---wordnet_administrative_unit_108077292
|  |  |  |---wordnet_team_108208560
|  |  |  |---wordnet_political_unit_108359949
|  |  |  |  |---wordnet_state_108168978
|  |  |---wordnet_institution_108053576
|  |  |---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
|  |  |---wordnet_location_100027167
|  |  |---wordnet_structure_104341686
|  |  |---wordnet_facility_103315023
|  |  |---wordnet_body_of_water_109225146
|  |  |---wordnet_geological_formation_109287968
|  |  |---wordnet_way_104564698
|  |  |---wordnet_land_109334396