Triple

T19154522
Position Surface form Disambiguated ID Type / Status
Subject Taishan municipal government E468896 entity
Predicate hasBranch P35 FINISHED
Object Taishan municipal housing and urban-rural development departments
Taishan municipal housing and urban-rural development departments are local government agencies responsible for planning, regulating, and managing housing, construction, and urban–rural infrastructure within Taishan.
E468896 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: Taishan municipal housing and urban-rural development departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal housing and urban-rural development departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taishan municipal housing and urban-rural development departments
Context triple: [Taishan municipal government, hasBranch, Taishan municipal housing and urban-rural development departments]
  • A. Taishan municipal government
    The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
  • B. Taian Municipal People’s Government
    Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
  • C. Ministry of Housing and Urban-Rural Development of the People’s Republic of China
    The Ministry of Housing and Urban-Rural Development of the People’s Republic of China is a central government ministry responsible for national policies and regulation in housing, urban and rural construction, and related development planning.
  • D. Shanghai Municipal Housing and Urban–Rural Development Commission
    The Shanghai Municipal Housing and Urban–Rural Development Commission is a government body responsible for formulating and implementing policies on housing, construction, and urban–rural development within Shanghai.
  • E. Chengdu Municipal Housing and Urban-Rural Development Bureau
    The Chengdu Municipal Housing and Urban-Rural Development Bureau is a city-level government department responsible for overseeing housing policy, urban and rural construction, and related development management in Chengdu.
  • 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: Taishan municipal housing and urban-rural development departments
Triple: [Taishan municipal government, hasBranch, Taishan municipal housing and urban-rural development departments]
Generated description
Taishan municipal housing and urban-rural development departments are local government agencies responsible for planning, regulating, and managing housing, construction, and urban–rural infrastructure within Taishan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taishan municipal housing and urban-rural development departments
Target entity description: Taishan municipal housing and urban-rural development departments are local government agencies responsible for planning, regulating, and managing housing, construction, and urban–rural infrastructure within Taishan.
  • A. Taishan municipal government chosen
    The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
  • B. Taian Municipal People’s Government
    Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
  • C. Ministry of Housing and Urban-Rural Development of the People’s Republic of China
    The Ministry of Housing and Urban-Rural Development of the People’s Republic of China is a central government ministry responsible for national policies and regulation in housing, urban and rural construction, and related development planning.
  • D. Shanghai Municipal Housing and Urban–Rural Development Commission
    The Shanghai Municipal Housing and Urban–Rural Development Commission is a government body responsible for formulating and implementing policies on housing, construction, and urban–rural development within Shanghai.
  • E. Chengdu Municipal Housing and Urban-Rural Development Bureau
    The Chengdu Municipal Housing and Urban-Rural Development Bureau is a city-level government department responsible for overseeing housing policy, urban and rural construction, and related development management in Chengdu.
  • F. None of above.

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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5eeb81bf08190b0352137eb4a5763 completed April 20, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f256821081908b69afd367040866 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f303c4fc8190a9a972dd1561bc84 completed May 15, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4039ca881908679e5da604eea50 completed May 15, 2026, 10:22 a.m.
Created at: April 10, 2026, 12:06 p.m.