Triple

T3008661

Position	Surface form	Disambiguated ID	Type / Status
Subject	International Affairs Program (U.S. Fish and Wildlife Service)	`E81961`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	U.S. Fish and Wildlife Service Director The U.S. Fish and Wildlife Service Director is the top official leading the federal agency responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats across the United States and internationally.	`E318035`	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: U.S. Fish and Wildlife Service Director | Statement: [International Affairs Program (U.S. Fish and Wildlife Service), administeredBy, U.S. Fish and Wildlife Service Director]

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

Target entity: U.S. Fish and Wildlife Service Director
Context triple: [International Affairs Program (U.S. Fish and Wildlife Service), administeredBy, U.S. Fish and Wildlife Service Director]

A. 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.
B. United States Secretary of the Interior
The United States Secretary of the Interior is the Cabinet official who oversees federal lands, natural resources, and relations with Native American tribes as head of the Department of the Interior.
C. Deputy Administrator of the Environmental Protection Agency
The Deputy Administrator of the Environmental Protection Agency is the second-highest-ranking official in the EPA, responsible for assisting the Administrator in overseeing the agency’s environmental policies, programs, and operations.
D. Inspector General of the U.S. Department of the Interior
The Inspector General of the U.S. Department of the Interior is the independent official responsible for overseeing audits, investigations, and evaluations to prevent waste, fraud, and abuse within the department and its programs.
E. 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.
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: U.S. Fish and Wildlife Service Director
Triple: [International Affairs Program (U.S. Fish and Wildlife Service), administeredBy, U.S. Fish and Wildlife Service Director]

Generated description

The U.S. Fish and Wildlife Service Director is the top official leading the federal agency responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats across the United States and internationally.

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

Target entity: U.S. Fish and Wildlife Service Director
Target entity description: The U.S. Fish and Wildlife Service Director is the top official leading the federal agency responsible for conserving, protecting, and enhancing fish, wildlife, plants, and their habitats across the United States and internationally.

A. 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.
B. United States Secretary of the Interior
The United States Secretary of the Interior is the Cabinet official who oversees federal lands, natural resources, and relations with Native American tribes as head of the Department of the Interior.
C. Deputy Administrator of the Environmental Protection Agency
The Deputy Administrator of the Environmental Protection Agency is the second-highest-ranking official in the EPA, responsible for assisting the Administrator in overseeing the agency’s environmental policies, programs, and operations.
D. Inspector General of the U.S. Department of the Interior
The Inspector General of the U.S. Department of the Interior is the independent official responsible for overseeing audits, investigations, and evaluations to prevent waste, fraud, and abuse within the department and its programs.
E. 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.
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_69ad8b1c4de88190a83b7cefaa1f2842`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad9a4ba6988190be29c00cd4266941`	completed	March 8, 2026, 3:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b12e5f612c8190824deb0813a9f981`	completed	March 11, 2026, 8:57 a.m.
NEDg	Description generation	`batch_69b12eec384881908e6bbb6b52a3f607`	completed	March 11, 2026, 8:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69b1ca54a5ec8190b8f35119ae23051f`	completed	March 11, 2026, 8:02 p.m.

Created at: March 8, 2026, 3 p.m.