Triple

T23434876
Position Surface form Disambiguated ID Type / Status
Subject Cangzhou Municipal People's Government E563429 entity
Predicate hasGovernmentBranch P479 FINISHED
Object Cangzhou Municipal Development and Reform Commission — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Cangzhou Municipal Development and Reform Commission | Statement: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Development and Reform Commission]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cangzhou Municipal Development and Reform Commission
Context triple: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Development and Reform Commission]
  • A. Cangzhou Municipal People's Government
    Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
  • B. Hebei Provincial Development and Reform Commission
    The Hebei Provincial Development and Reform Commission is a key government agency in Hebei, China responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives across the province.
  • C. Quanzhou Municipal Development and Reform Commission
    The Quanzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Quanzhou’s economic and social development strategies, plans, and major investment projects.
  • D. Changde Municipal Development and Reform Commission
    The Changde Municipal Development and Reform Commission is a key government agency in Changde responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
  • E. Hebei Provincial Department of Housing and Urban-Rural Development
    The Hebei Provincial Department of Housing and Urban-Rural Development is a government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Hebei Province, 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: Cangzhou Municipal Development and Reform Commission
Target entity description: The Cangzhou Municipal Development and Reform Commission is a key government agency of Cangzhou responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
  • A. Cangzhou Municipal People's Government
    Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
  • B. Hebei Provincial Development and Reform Commission
    The Hebei Provincial Development and Reform Commission is a key government agency in Hebei, China responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives across the province.
  • C. Quanzhou Municipal Development and Reform Commission
    The Quanzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Quanzhou’s economic and social development strategies, plans, and major investment projects.
  • D. Changde Municipal Development and Reform Commission
    The Changde Municipal Development and Reform Commission is a key government agency in Changde responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the city.
  • E. Hebei Provincial Department of Housing and Urban-Rural Development
    The Hebei Provincial Department of Housing and Urban-Rural Development is a government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Hebei Province, China.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e24553980c8190bb66a2ae0bdab125 elicitation completed
NER batch_69f1a5daabcc819094446a80723a487b ner completed
Created at: April 17, 2026, 5:49 p.m.