Triple

T8461463
Position Surface form Disambiguated ID Type / Status
Subject Huangshi Municipal People's Government E200048 entity
Predicate hasDepartment P35 FINISHED
Object Huangshi Ecology and Environment Bureau
Huangshi Ecology and Environment Bureau is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Huangshi, China.
E734762 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: Huangshi Ecology and Environment Bureau | Statement: [Huangshi Municipal People's Government, hasDepartment, Huangshi Ecology and Environment Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huangshi Ecology and Environment Bureau
Context triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Ecology and Environment Bureau]
  • A. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • 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. Yichang Ecology and Environment Bureau
    The Yichang Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Yichang City, China.
  • D. Hubei Provincial Department of Natural Resources
    The Hubei Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, and other natural resources, as well as spatial planning and ecological protection, within China’s Hubei Province.
  • E. Guangzhou Municipal Ecology and Environment Bureau
    The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, 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: Huangshi Ecology and Environment Bureau
Triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Ecology and Environment Bureau]
Generated description
Huangshi Ecology and Environment Bureau is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Huangshi, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huangshi Ecology and Environment Bureau
Target entity description: Huangshi Ecology and Environment Bureau is the municipal government agency responsible for environmental protection, ecological conservation, and pollution control in Huangshi, China.
  • A. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • 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. Yichang Ecology and Environment Bureau
    The Yichang Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Yichang City, China.
  • D. Hubei Provincial Department of Natural Resources
    The Hubei Provincial Department of Natural Resources is the provincial government agency responsible for managing land, mineral, and other natural resources, as well as spatial planning and ecological protection, within China’s Hubei Province.
  • E. Guangzhou Municipal Ecology and Environment Bureau
    The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a0ff4c8190b17bbd33db632cea completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1df5d76881909ea5040824985cc3 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1f88d404819096c6024c0e61d1ea completed April 2, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce209463508190bdbed7271241807f completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:10 p.m.