Triple

T21577467
Position Surface form Disambiguated ID Type / Status
Subject Hebei provincial government E532434 entity
Predicate hasBranch P35 FINISHED
Object Hebei Provincial Department of Ecology and Environment — NE NERFINISHED

How this triple was built (3 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: Hebei Provincial Department of Ecology and Environment | Statement: [Hebei provincial government, hasBranch, Hebei Provincial Department of Ecology and Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hebei Provincial Department of Ecology and Environment
Context triple: [Hebei provincial government, hasBranch, Hebei Provincial Department of Ecology and Environment]
  • A. 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.
  • B. Henan Provincial Department of Ecology and Environment
    The Henan Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, pollution control, and ecological conservation in China’s Henan Province.
  • C. Ministry of Ecology and Environment of the People's Republic of China
    The Ministry of Ecology and Environment of the People's Republic of China is the central government agency responsible for formulating and enforcing national policies, regulations, and standards on environmental protection, pollution control, and ecological conservation across China.
  • D. Shanxi Provincial Department of Ecology and Environment
    The Shanxi Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanxi, China.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hebei Provincial Department of Ecology and Environment
Target entity description: The Hebei Provincial Department of Ecology and Environment is the regional government agency responsible for environmental protection, pollution control, and ecological conservation across China’s Hebei Province.
  • A. 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.
  • B. Henan Provincial Department of Ecology and Environment
    The Henan Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, pollution control, and ecological conservation in China’s Henan Province.
  • C. Ministry of Ecology and Environment of the People's Republic of China
    The Ministry of Ecology and Environment of the People's Republic of China is the central government agency responsible for formulating and enforcing national policies, regulations, and standards on environmental protection, pollution control, and ecological conservation across China.
  • D. Shanxi Provincial Department of Ecology and Environment
    The Shanxi Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanxi, China.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb59cee08190aae55ad6e2a4e077 completed April 27, 2026, 4:51 a.m.
Created at: April 16, 2026, 6:31 p.m.