Triple

T3436209

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massachusetts Department of Fish and Game	`E72457`	entity
Predicate	oversees	`P46`	FINISHED
Object	Division of Fisheries and Wildlife The Division of Fisheries and Wildlife is a Massachusetts state agency responsible for conserving and managing the Commonwealth’s fish, wildlife, and their habitats, and for providing related outdoor recreation and education.	`E357183`	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: Division of Fisheries and Wildlife | Statement: [Massachusetts Department of Fish and Game, oversees, Division of Fisheries and Wildlife]

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

Target entity: Division of Fisheries and Wildlife
Context triple: [Massachusetts Department of Fish and Game, oversees, Division of Fisheries and Wildlife]

A. 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.
B. Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
C. Department of Natural Resources
The Department of Natural Resources at Cornell University is an academic unit focused on the study, management, and conservation of natural ecosystems and the sustainable use of environmental resources.
D. 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.
E. Department of Fisheries
The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
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: Division of Fisheries and Wildlife
Triple: [Massachusetts Department of Fish and Game, oversees, Division of Fisheries and Wildlife]

Generated description

The Division of Fisheries and Wildlife is a Massachusetts state agency responsible for conserving and managing the Commonwealth’s fish, wildlife, and their habitats, and for providing related outdoor recreation and education.

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

Target entity: Division of Fisheries and Wildlife
Target entity description: The Division of Fisheries and Wildlife is a Massachusetts state agency responsible for conserving and managing the Commonwealth’s fish, wildlife, and their habitats, and for providing related outdoor recreation and education.

A. 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.
B. Wildlife Resources Division
The Wildlife Resources Division is a branch of Georgia’s state government responsible for managing and conserving the state’s wildlife, freshwater fisheries, and related outdoor recreational resources.
C. Department of Natural Resources
The Department of Natural Resources at Cornell University is an academic unit focused on the study, management, and conservation of natural ecosystems and the sustainable use of environmental resources.
D. 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.
E. Department of Fisheries
The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
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_69ad85af50288190a854b76653deee6f`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb9f2e4b4819085336fb539daf3c7`	completed	March 8, 2026, 6:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b35481a03c81908fd69da55d81aca3`	completed	March 13, 2026, 12:04 a.m.
NEDg	Description generation	`batch_69b355a7dc308190ba8ab0db251592a2`	completed	March 13, 2026, 12:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69b3567042ac8190aacf4e30da1aa816`	completed	March 13, 2026, 12:12 a.m.

Created at: March 8, 2026, 3:16 p.m.