Classifier Instance:

Anchor text: firemen
Target Entity: Fireman_\u0028steam_engine\u0029
Preceding Context: Davies created a commercial research section, increased the sales force and provided them with specialist training. The emphasis of the organisation switched from operators dictating what was reasonable to the commercial managers asking what was possible in order to maximise sales opportunities. Thirty five district managers were appointed to oversee sales through the company's goods depots, passenger stations and key dock facilities. There was even sales representation in the Irish Free State, certain European countries and North America. A monthly newsletter was produced entitled Quota News, and trophies were awarded to the best performing districts and salesmen. In order to provide maximum capacity during times of peak demand, the operating department re-organised maintenance schedules to maximise the availability of locomotives and rolling stock, and trained staff to step into key roles
Succeeding Context: ;trained as drivers and locomotive cleaners trained to replace firemen.
Paragraph Title: Commercial organisation
Source Page: London, Midland and Scottish Railway

Ground Truth Types:

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|  |---wordnet_event_100029378
|  |  |---wordnet_act_100030358
|  |  |  |---wordnet_activity_100407535
|  |  |  |  |---wordnet_occupation_100582388
|  |  |  |  |  |---wordnet_occupation_100582388_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-1.793924980947558 0
wordnet_event_100029378-1.2740039319025604 0
wordnet_organization_1080083350.8630434987133548 1
wordnet_nongovernmental_organization_108009834-2.2380714491501617 0
wordnet_unit_108189659-0.22048358172326166 0
wordnet_institution_108053576-2.0258520549719456 0
wordnet_musical_organization_108246613-3.307621373381789 0
wordnet_enterprise_108056231-2.198044675871985 0
wordnet_association_108049401-0.31054959788058645 0
wordnet_polity_108050385-1.8103624865253616 0
wordnet_party_108256968-1.9122895991374615 0
wordnet_force_108208016-2.146565899580125 0
wordnet_company_108187033-2.0614813401110657 0
wordnet_deputation_108402442-2.6683502086739925 0
wordnet_union_108233056-1.0491213801895218 0
wordnet_alliance_108293982-2.077968544843534 0
wordnet_person_100007846-2.764994288382146 0
yagoGeoEntity-2.4147713278197154 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |  |---wordnet_nongovernmental_organization_108009834
|  |  |---wordnet_unit_108189659
|  |  |---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