Triple

T23289562
Position Surface form Disambiguated ID Type / Status
Subject Qingdao municipal government E589987 entity
Predicate includesBody P1393 FINISHED
Object Qingdao municipal ecology and environment bureau — 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: Qingdao municipal ecology and environment bureau | Statement: [Qingdao municipal government, includesBody, Qingdao municipal ecology and environment bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qingdao municipal ecology and environment bureau
Context triple: [Qingdao municipal government, includesBody, Qingdao municipal ecology and environment bureau]
  • A. 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.
  • B. Qingdao municipal government
    The Qingdao municipal government is the local administrative authority responsible for governing the coastal city of Qingdao in Shandong Province, 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. Shanghai Municipal Ecology and Environment Bureau
    The Shanghai Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanghai.
  • E. Shenzhen Ecology and Environment Bureau
    The Shenzhen Ecology and Environment Bureau is a municipal government agency responsible for formulating and enforcing environmental protection policies, monitoring ecological conditions, and promoting sustainable development in Shenzhen, China.
  • 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: Qingdao municipal ecology and environment bureau
Target entity description: The Qingdao municipal ecology and environment bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Qingdao, China.
  • A. 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.
  • B. Qingdao municipal government
    The Qingdao municipal government is the local administrative authority responsible for governing the coastal city of Qingdao in Shandong Province, 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. Shanghai Municipal Ecology and Environment Bureau
    The Shanghai Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Shanghai.
  • E. Shenzhen Ecology and Environment Bureau
    The Shenzhen Ecology and Environment Bureau is a municipal government agency responsible for formulating and enforcing environmental protection policies, monitoring ecological conditions, and promoting sustainable development in Shenzhen, China.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1964a4c548190bda1e85b8d316e8a completed April 29, 2026, 5:25 a.m.
Created at: April 17, 2026, 5:01 p.m.