Classifier Instance:

Anchor text: stockbroker firms
Target Entity: Stock_broker
Preceding Context: The ampersand is now less common in formal writing. The main surviving use of the ampersand is in the formal names of businesses (especially firms and partnerships, particularly law firms, architectural firms, and
Succeeding Context: ). In such names, a comma never follows the word just before the ampersand. When the ampersand forms part of a registered name (e.g. Brown & Watson), it should not be replaced with and.
Paragraph Title: Usage
Source Page: Ampersand

Ground Truth Types:

|---wordnet_entity_100001740
|  |---wordnet_event_100029378
|  |  |---wordnet_act_100030358
|  |  |  |---wordnet_activity_100407535
|  |  |  |  |---wordnet_work_100575741
|  |  |  |  |  |---wordnet_service_100577525
|  |  |  |  |---wordnet_occupation_100582388
|  |  |  |  |  |---wordnet_occupation_100582388_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-1.5158551652505257 0
wordnet_event_100029378-1.1810104740912426 0
wordnet_organization_108008335-1.2396299257383623 0
wordnet_person_100007846-1.8995637908236855 0
yagoGeoEntity-2.1667432458238225 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |---wordnet_person_100007846
|  |---yagoGeoEntity