Triple

T18063310
Position Surface form Disambiguated ID Type / Status
Subject Shenzhen Planning and Natural Resources Bureau E432231 entity
Predicate collaboratesWith P37 FINISHED
Object Shenzhen 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: Shenzhen Ecology and Environment Bureau | Statement: [Shenzhen Planning and Natural Resources Bureau, collaboratesWith, Shenzhen Ecology and Environment Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shenzhen Ecology and Environment Bureau
Context triple: [Shenzhen Planning and Natural Resources Bureau, collaboratesWith, Shenzhen Ecology and Environment Bureau]
  • A. Shenzhen Planning and Natural Resources Bureau
    The Shenzhen Planning and Natural Resources Bureau is a municipal government agency responsible for urban planning, land use management, and natural resource administration in Shenzhen, China.
  • B. 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.
  • C. Guangdong Provincial Department of Ecology and Environment
    The Guangdong Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangdong, China.
  • D. Shenzhen Municipal People’s Government
    The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
  • E. Shenzhen Housing and Construction Bureau
    The Shenzhen Housing and Construction Bureau is a municipal government department responsible for overseeing urban housing policy, real estate regulation, and construction management 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: Shenzhen Ecology and Environment Bureau
Target entity description: 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.
  • A. Shenzhen Planning and Natural Resources Bureau
    The Shenzhen Planning and Natural Resources Bureau is a municipal government agency responsible for urban planning, land use management, and natural resource administration in Shenzhen, China.
  • B. 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.
  • C. Guangdong Provincial Department of Ecology and Environment
    The Guangdong Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangdong, China.
  • D. Shenzhen Municipal People’s Government
    The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
  • E. Shenzhen Housing and Construction Bureau
    The Shenzhen Housing and Construction Bureau is a municipal government department responsible for overseeing urban housing policy, real estate regulation, and construction management 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4cce5d2188190ba77d06061d6e77a completed April 19, 2026, 12:39 p.m.
Created at: April 10, 2026, 10:26 a.m.