Triple

T268465

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia Department of Natural Resources	`E5784`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	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.	`E35155`	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: Wildlife Resources Division | Statement: [Georgia Department of Natural Resources, hasDivision, Wildlife Resources Division]

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

Target entity: Wildlife Resources Division
Context triple: [Georgia Department of Natural Resources, hasDivision, Wildlife Resources Division]

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. Division of Lands and Forests
The Division of Lands and Forests is a unit of New York State’s environmental agency responsible for managing state-owned forests, public lands, and related natural resources.
C. 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.
D. Environment and Natural Resources Division
The Environment and Natural Resources Division is the branch of the U.S. Department of Justice responsible for enforcing federal environmental and natural resource laws and representing the United States in related litigation.
E. Office of Habitat Conservation
The Office of Habitat Conservation is a division of NOAA responsible for protecting, restoring, and managing coastal, marine, and freshwater habitats to support sustainable fisheries and healthy ecosystems.
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: Wildlife Resources Division
Triple: [Georgia Department of Natural Resources, hasDivision, Wildlife Resources Division]

Generated description

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.

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

Target entity: Wildlife Resources Division
Target entity description: 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.

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. Division of Lands and Forests
The Division of Lands and Forests is a unit of New York State’s environmental agency responsible for managing state-owned forests, public lands, and related natural resources.
C. 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.
D. Environment and Natural Resources Division
The Environment and Natural Resources Division is the branch of the U.S. Department of Justice responsible for enforcing federal environmental and natural resource laws and representing the United States in related litigation.
E. Office of Habitat Conservation
The Office of Habitat Conservation is a division of NOAA responsible for protecting, restoring, and managing coastal, marine, and freshwater habitats to support sustainable fisheries and healthy ecosystems.
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_69a2587daeb081909591b9d30f80a271`	completed	Feb. 28, 2026, 2:52 a.m.
NER	Named-entity recognition	`batch_69a25dae4a0c8190a66cf6ed3889851c`	completed	Feb. 28, 2026, 3:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a38b9082b8819099cd5e7fe3c7335f`	completed	March 1, 2026, 12:42 a.m.
NEDg	Description generation	`batch_69a38e18d48881908603e803b502680c`	completed	March 1, 2026, 12:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69a38eb171dc8190ba4d0f5d377df998`	completed	March 1, 2026, 12:56 a.m.

Created at: Feb. 28, 2026, 2:56 a.m.