Triple

T5755629
Position Surface form Disambiguated ID Type / Status
Subject Liuzhou Municipal People's Government E126958 entity
Predicate hasBranch P35 FINISHED
Object Liuzhou Municipal Housing and Urban-Rural Development Bureau
The Liuzhou Municipal Housing and Urban-Rural Development Bureau is a local government department responsible for overseeing housing management, urban and rural construction, and related development planning in Liuzhou City, China.
E545695 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: Liuzhou Municipal Housing and Urban-Rural Development Bureau | Statement: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Housing and Urban-Rural Development Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Housing and Urban-Rural Development Bureau
Context triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Housing and Urban-Rural Development Bureau]
  • A. Liuzhou Municipal People's Government
    Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
  • B. Guangzhou Municipal Housing and Urban-Rural Development Bureau
    The Guangzhou 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 Guangzhou, China.
  • C. Hubei Provincial Department of Housing and Urban-Rural Development
    The Hubei Provincial Department of Housing and Urban-Rural Development is a provincial government agency in Hubei, China, responsible for overseeing housing policy, urban and rural construction, and related regulatory and planning affairs.
  • D. 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.
  • E. 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.
  • 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: Liuzhou Municipal Housing and Urban-Rural Development Bureau
Triple: [Liuzhou Municipal People's Government, hasBranch, Liuzhou Municipal Housing and Urban-Rural Development Bureau]
Generated description
The Liuzhou Municipal Housing and Urban-Rural Development Bureau is a local government department responsible for overseeing housing management, urban and rural construction, and related development planning in Liuzhou City, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liuzhou Municipal Housing and Urban-Rural Development Bureau
Target entity description: The Liuzhou Municipal Housing and Urban-Rural Development Bureau is a local government department responsible for overseeing housing management, urban and rural construction, and related development planning in Liuzhou City, China.
  • A. Liuzhou Municipal People's Government
    Liuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Liuzhou, China.
  • B. Guangzhou Municipal Housing and Urban-Rural Development Bureau
    The Guangzhou 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 Guangzhou, China.
  • C. Hubei Provincial Department of Housing and Urban-Rural Development
    The Hubei Provincial Department of Housing and Urban-Rural Development is a provincial government agency in Hubei, China, responsible for overseeing housing policy, urban and rural construction, and related regulatory and planning affairs.
  • D. 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.
  • E. 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.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02906848c8190bf7b0d62f57c27fa completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e47c1788190b5883df385475237 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08e5a7950819099cd9c9bd6c7a99a completed March 23, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69c08ed0c3ac8190a7093667bcd4fb0f completed March 23, 2026, 12:52 a.m.
Created at: March 22, 2026, 3:49 p.m.