Triple

T654064

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Fish and Wildlife Service	`E11606`	entity
Predicate	oversees	`P46`	FINISHED
Object	Fisheries and Aquatic Conservation Program The Fisheries and Aquatic Conservation Program is a U.S. federal initiative focused on conserving, restoring, and managing the nation’s fish populations and aquatic habitats.	`E6952`	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: Fisheries and Aquatic Conservation Program | Statement: [U.S. Fish and Wildlife Service, oversees, Fisheries and Aquatic Conservation Program]

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

Target entity: Fisheries and Aquatic Conservation Program
Context triple: [U.S. Fish and Wildlife Service, oversees, Fisheries and Aquatic Conservation Program]

A. 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.
B. Centre for Environment, Fisheries and Aquaculture Science
The Centre for Environment, Fisheries and Aquaculture Science is a UK government marine science agency that provides research, monitoring, and advice on fisheries, marine ecosystems, and aquaculture to support environmental and resource management.
C. 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.
D. Faculty of Fisheries Sciences
The Faculty of Fisheries Sciences is a specialized academic division of Hokkaido University focused on marine science, fisheries, and aquatic resource research and education.
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: Fisheries and Aquatic Conservation Program
Triple: [U.S. Fish and Wildlife Service, oversees, Fisheries and Aquatic Conservation Program]

Generated description

The Fisheries and Aquatic Conservation Program is a U.S. federal initiative focused on conserving, restoring, and managing the nation’s fish populations and aquatic habitats.

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

Target entity: Fisheries and Aquatic Conservation Program
Target entity description: The Fisheries and Aquatic Conservation Program is a U.S. federal initiative focused on conserving, restoring, and managing the nation’s fish populations and aquatic habitats.

A. 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.
B. Centre for Environment, Fisheries and Aquaculture Science
The Centre for Environment, Fisheries and Aquaculture Science is a UK government marine science agency that provides research, monitoring, and advice on fisheries, marine ecosystems, and aquaculture to support environmental and resource management.
C. National Marine Fisheries Service chosen
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.
D. Faculty of Fisheries Sciences
The Faculty of Fisheries Sciences is a specialized academic division of Hokkaido University focused on marine science, fisheries, and aquatic resource research and education.
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.

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.