Triple

T3436212

Position	Surface form	Disambiguated ID	Type / Status
Subject	Massachusetts Department of Fish and Game	`E72457`	entity
Predicate	oversees	`P46`	FINISHED
Object	Office of Fishing and Boating Access The Office of Fishing and Boating Access is a Massachusetts state agency responsible for providing and managing public access to the Commonwealth’s waterways for recreational fishing and boating.	`E357186`	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: Office of Fishing and Boating Access | Statement: [Massachusetts Department of Fish and Game, oversees, Office of Fishing and Boating Access]

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

Target entity: Office of Fishing and Boating Access
Context triple: [Massachusetts Department of Fish and Game, oversees, Office of Fishing and Boating Access]

A. Fisheries Service
The Fisheries Service is a division responsible for managing and conserving Maryland’s fishery resources, including commercial and recreational fishing activities.
B. 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.
C. 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.
D. Inshore Fisheries and Conservation Authorities
Inshore Fisheries and Conservation Authorities are local regulatory bodies in England responsible for managing and conserving inshore marine fisheries and the wider coastal marine environment.
E. 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.
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: Office of Fishing and Boating Access
Triple: [Massachusetts Department of Fish and Game, oversees, Office of Fishing and Boating Access]

Generated description

The Office of Fishing and Boating Access is a Massachusetts state agency responsible for providing and managing public access to the Commonwealth’s waterways for recreational fishing and boating.

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

Target entity: Office of Fishing and Boating Access
Target entity description: The Office of Fishing and Boating Access is a Massachusetts state agency responsible for providing and managing public access to the Commonwealth’s waterways for recreational fishing and boating.

A. Fisheries Service
The Fisheries Service is a division responsible for managing and conserving Maryland’s fishery resources, including commercial and recreational fishing activities.
B. 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.
C. 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.
D. Inshore Fisheries and Conservation Authorities
Inshore Fisheries and Conservation Authorities are local regulatory bodies in England responsible for managing and conserving inshore marine fisheries and the wider coastal marine environment.
E. 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.
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.