Triple

T654036
Position Surface form Disambiguated ID Type / Status
Subject U.S. Fish and Wildlife Service E11606 entity
Predicate precededBy P97 FINISHED
Object Bureau of Fisheries
The Bureau of Fisheries was a former U.S. federal agency responsible for managing and conserving the nation’s fishery resources before its functions were absorbed into successor organizations such as the U.S. Fish and Wildlife Service.
 E81956 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bureau of Fisheries | Statement: [U.S. Fish and Wildlife Service, precededBy, Bureau of Fisheries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bureau of Fisheries
Context triple: [U.S. Fish and Wildlife Service, precededBy, Bureau of Fisheries]
  • A. National Marine Fisheries Service
    The National Marine Fisheries Service is a U.S. federal agency responsible for the stewardship, conservation, and management of the nation’s marine resources and their habitats.
  • B. Division of Marine Resources
    The Division of Marine Resources is a unit of New York State government responsible for managing, conserving, and regulating the state’s marine and coastal fishery resources.
  • C. Division of Fish and Wildlife
    The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
  • D. Alaska Department of Fish and Game
    The Alaska Department of Fish and Game is the state agency responsible for managing and conserving Alaska’s fish, wildlife, and their habitats for sustainable use and public benefit.
  • E. Corporación Nacional Forestal
    Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bureau of Fisheries
Triple: [U.S. Fish and Wildlife Service, precededBy, Bureau of Fisheries]
Generated description
The Bureau of Fisheries was a former U.S. federal agency responsible for managing and conserving the nation’s fishery resources before its functions were absorbed into successor organizations such as the U.S. Fish and Wildlife Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bureau of Fisheries
Target entity description: The Bureau of Fisheries was a former U.S. federal agency responsible for managing and conserving the nation’s fishery resources before its functions were absorbed into successor organizations such as the U.S. Fish and Wildlife Service.
  • A. National Marine Fisheries Service
    The National Marine Fisheries Service is a U.S. federal agency responsible for the stewardship, conservation, and management of the nation’s marine resources and their habitats.
  • B. Division of Marine Resources
    The Division of Marine Resources is a unit of New York State government responsible for managing, conserving, and regulating the state’s marine and coastal fishery resources.
  • C. Division of Fish and Wildlife
    The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
  • D. Alaska Department of Fish and Game
    The Alaska Department of Fish and Game is the state agency responsible for managing and conserving Alaska’s fish, wildlife, and their habitats for sustainable use and public benefit.
  • E. Corporación Nacional Forestal
    Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4bb5b881908a18b5ec1c94e0cf completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a591486b708190b0191e958c6c8851 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a592095c7881909c7bdeb5ac5a2cdd completed March 2, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a595bf289c8190971799c6942f29e3 completed March 2, 2026, 1:50 p.m.
Created at: March 1, 2026, 7:36 p.m.