Triple

T3008549

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wildlife and Sport Fish Restoration Program	`E81959`	entity
Predicate	beneficiary	`P487`	FINISHED
Object	District of Columbia fish and wildlife agency The District of Columbia fish and wildlife agency is the local government body responsible for conserving, managing, and enhancing fish, wildlife, and their habitats within Washington, D.C.	`E318030`	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: District of Columbia fish and wildlife agency | Statement: [Wildlife and Sport Fish Restoration Program, beneficiary, District of Columbia fish and wildlife agency]

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

Target entity: District of Columbia fish and wildlife agency
Context triple: [Wildlife and Sport Fish Restoration Program, beneficiary, District of Columbia fish and wildlife agency]

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. 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.
C. Maryland Department of Natural Resources
The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
D. 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.
E. District of Columbia Department of Parks and Recreation
The District of Columbia Department of Parks and Recreation is the municipal agency responsible for managing Washington, D.C.’s public parks, recreation centers, and related community 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: District of Columbia fish and wildlife agency
Triple: [Wildlife and Sport Fish Restoration Program, beneficiary, District of Columbia fish and wildlife agency]

Generated description

The District of Columbia fish and wildlife agency is the local government body responsible for conserving, managing, and enhancing fish, wildlife, and their habitats within Washington, D.C.

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

Target entity: District of Columbia fish and wildlife agency
Target entity description: The District of Columbia fish and wildlife agency is the local government body responsible for conserving, managing, and enhancing fish, wildlife, and their habitats within Washington, D.C.

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. 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.
C. Maryland Department of Natural Resources
The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
D. 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.
E. District of Columbia Department of Parks and Recreation
The District of Columbia Department of Parks and Recreation is the municipal agency responsible for managing Washington, D.C.’s public parks, recreation centers, and related community 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_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.