Triple

T654037

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Fish and Wildlife Service	`E11606`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Bureau of Biological Survey The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.	`E83176`	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 Biological Survey | Statement: [U.S. Fish and Wildlife Service, precededBy, Bureau of Biological Survey]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Bureau of Biological Survey
Context triple: [U.S. Fish and Wildlife Service, precededBy, Bureau of Biological Survey]

A. 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.
B. Biological Resources Division
The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
C. Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
D. United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
E. U.S. Fish and Wildlife Service
The U.S. Fish and Wildlife Service is a federal agency within the U.S. Department of the Interior responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats.
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 Biological Survey
Triple: [U.S. Fish and Wildlife Service, precededBy, Bureau of Biological Survey]

Generated description

The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Bureau of Biological Survey
Target entity description: The Bureau of Biological Survey was a former U.S. government agency responsible for wildlife research, conservation, and regulation before its functions were absorbed into the U.S. Fish and Wildlife Service.

A. 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.
B. Biological Resources Division
The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
C. Corporación Nacional Forestal
Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
D. United States Geological Survey
The United States Geological Survey is a U.S. government scientific agency that studies and monitors natural resources and natural hazards such as earthquakes, volcanoes, and water resources.
E. U.S. Fish and Wildlife Service
The U.S. Fish and Wildlife Service is a federal agency within the U.S. Department of the Interior responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats.
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_69a5c3925a14819093336c4217c7e893`	completed	March 2, 2026, 5:06 p.m.
NEDg	Description generation	`batch_69a5c423047c8190acab387bd28ffa35`	completed	March 2, 2026, 5:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69a5cd1dd7848190a987276500040a4f`	completed	March 2, 2026, 5:47 p.m.

Created at: March 1, 2026, 7:36 p.m.