Triple

T7384811

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hunan provincial government	`E170353`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Hunan Provincial Department of Ecology and Environment The Hunan Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, pollution control, and ecological conservation in China’s Hunan Province.	`E661715`	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: Hunan Provincial Department of Ecology and Environment | Statement: [Hunan provincial government, hasBranch, Hunan Provincial Department of Ecology and Environment]

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

Target entity: Hunan Provincial Department of Ecology and Environment
Context triple: [Hunan provincial government, hasBranch, Hunan Provincial Department of Ecology and Environment]

A. Hunan Provincial Department of Natural Resources
The Hunan Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, marine, and other natural resources, as well as spatial planning and ecological protection, within China’s Hunan Province.
B. Hubei Provincial Department of Ecology and Environment
The Hubei Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Hubei, China.
C. Hunan Provincial Department of Culture and Tourism
The Hunan Provincial Department of Culture and Tourism is the government agency responsible for managing cultural affairs and tourism development within China’s Hunan Province.
D. Hunan Provincial Development and Reform Commission
Hunan Provincial Development and Reform Commission is a key provincial government agency responsible for formulating and coordinating Hunan’s economic and social development strategies, plans, and major reform policies.
E. Hunan Provincial Department of Housing and Urban‑Rural Development
The Hunan Provincial Department of Housing and Urban‑Rural Development is a government agency responsible for formulating and implementing policies on housing, urban construction, and rural development within Hunan Province, China.
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: Hunan Provincial Department of Ecology and Environment
Triple: [Hunan provincial government, hasBranch, Hunan Provincial Department of Ecology and Environment]

Generated description

The Hunan Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, pollution control, and ecological conservation in China’s Hunan Province.

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

Target entity: Hunan Provincial Department of Ecology and Environment
Target entity description: The Hunan Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, pollution control, and ecological conservation in China’s Hunan Province.

A. Hunan Provincial Department of Natural Resources
The Hunan Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, marine, and other natural resources, as well as spatial planning and ecological protection, within China’s Hunan Province.
B. Hubei Provincial Department of Ecology and Environment
The Hubei Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Hubei, China.
C. Hunan Provincial Department of Culture and Tourism
The Hunan Provincial Department of Culture and Tourism is the government agency responsible for managing cultural affairs and tourism development within China’s Hunan Province.
D. Hunan Provincial Development and Reform Commission
Hunan Provincial Development and Reform Commission is a key provincial government agency responsible for formulating and coordinating Hunan’s economic and social development strategies, plans, and major reform policies.
E. Hunan Provincial Department of Housing and Urban‑Rural Development
The Hunan Provincial Department of Housing and Urban‑Rural Development is a government agency responsible for formulating and implementing policies on housing, urban construction, and rural development within Hunan Province, China.
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_69c68a5d0ed08190b6d361e68f813330`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f1efe1308190b96eefbff56140be`	completed	March 27, 2026, 9:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c810e879e88190a421409194868587`	completed	March 28, 2026, 5:33 p.m.
NEDg	Description generation	`batch_69c812025d28819081a9ea44b7036e8b`	completed	March 28, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69c8125baee8819084a4008c791d7431`	completed	March 28, 2026, 5:39 p.m.

Created at: March 27, 2026, 3:08 p.m.