Triple

T55378

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hatfield Marine Science Center	`E1093`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	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.	`E11606`	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 | Statement: [Hatfield Marine Science Center, collaboratesWith, U.S. Fish and Wildlife Service]

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

Target entity: U.S. Fish and Wildlife Service
Context triple: [Hatfield Marine Science Center, collaboratesWith, U.S. Fish and Wildlife Service]

A. U.S. Bureau of Land Management
The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
B. National Park Service
The National Park Service is a U.S. federal agency responsible for preserving and managing national parks, monuments, and other protected historic and natural sites across the country.
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. United States Department of the Interior
The United States Department of the Interior is a federal executive department responsible for managing the nation’s public lands, natural resources, and many programs related to conservation and Native American affairs.
E. Oregon Department of Fish and Wildlife
The Oregon Department of Fish and Wildlife is a state agency responsible for managing and protecting Oregon’s fish and wildlife resources and their habitats through research, regulation, and conservation programs.
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
Triple: [Hatfield Marine Science Center, collaboratesWith, U.S. Fish and Wildlife Service]

Generated description

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.

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

Target entity: U.S. Fish and Wildlife Service
Target entity description: 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.

A. U.S. Bureau of Land Management
The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
B. National Park Service
The National Park Service is a U.S. federal agency responsible for preserving and managing national parks, monuments, and other protected historic and natural sites across the country.
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. United States Department of the Interior
The United States Department of the Interior is a federal executive department responsible for managing the nation’s public lands, natural resources, and many programs related to conservation and Native American affairs.
E. Oregon Department of Fish and Wildlife
The Oregon Department of Fish and Wildlife is a state agency responsible for managing and protecting Oregon’s fish and wildlife resources and their habitats through research, regulation, and conservation programs.
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_69a248adc5b48190aa8db9fb092fb28a`	completed	Feb. 28, 2026, 1:45 a.m.
NER	Named-entity recognition	`batch_69a24b06c5488190afb5429a7999e3f3`	completed	Feb. 28, 2026, 1:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a27bff33b8819084f00ed115ebedeb`	completed	Feb. 28, 2026, 5:24 a.m.
NEDg	Description generation	`batch_69a27f2f07d88190832000212142b088`	completed	Feb. 28, 2026, 5:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69a27ffd4818819091a276d54c750dc0`	completed	Feb. 28, 2026, 5:41 a.m.

Created at: Feb. 28, 2026, 1:50 a.m.