Triple

T17509246
Position Surface form Disambiguated ID Type / Status
Subject Quanzhou Municipal People’s Government E426404 entity
Predicate hasBranch P35 FINISHED
Object Quanzhou Municipal Ecology and Environment Bureau
The Quanzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Quanzhou City.
E1272729 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: Quanzhou Municipal Ecology and Environment Bureau | Statement: [Quanzhou Municipal People’s Government, hasBranch, Quanzhou Municipal Ecology and Environment Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quanzhou Municipal Ecology and Environment Bureau
Context triple: [Quanzhou Municipal People’s Government, hasBranch, Quanzhou Municipal Ecology and Environment Bureau]
  • A. Quanzhou Municipal People’s Government
    Quanzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and economic and social development in Quanzhou, Fujian Province, China.
  • B. Fujian Provincial Department of Ecology and Environment
    The Fujian Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, ecological conservation, and pollution control in Fujian, China.
  • C. Beihai Municipal Ecology and Environment Bureau
    The Beihai Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological conservation in Beihai, China.
  • D. 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.
  • E. Hangzhou Municipal Ecology and Environment Bureau
    The Hangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for environmental protection, pollution control, and ecological conservation in Hangzhou, 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: Quanzhou Municipal Ecology and Environment Bureau
Triple: [Quanzhou Municipal People’s Government, hasBranch, Quanzhou Municipal Ecology and Environment Bureau]
Generated description
The Quanzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Quanzhou City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quanzhou Municipal Ecology and Environment Bureau
Target entity description: The Quanzhou Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological management within Quanzhou City.
  • A. Quanzhou Municipal People’s Government
    Quanzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and economic and social development in Quanzhou, Fujian Province, China.
  • B. Fujian Provincial Department of Ecology and Environment
    The Fujian Provincial Department of Ecology and Environment is the provincial government agency responsible for environmental protection, ecological conservation, and pollution control in Fujian, China.
  • C. Beihai Municipal Ecology and Environment Bureau
    The Beihai Municipal Ecology and Environment Bureau is a local government agency responsible for environmental protection, pollution control, and ecological conservation in Beihai, China.
  • D. 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.
  • E. Hangzhou Municipal Ecology and Environment Bureau
    The Hangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for environmental protection, pollution control, and ecological conservation in Hangzhou, 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4525a43208190b8728214767428c0 completed April 19, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c20cbf8081909227938b324e45fe completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c388d87c8190ad015b2b63bef528 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c431b4608190b5636a232ff46733 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:48 a.m.