Triple

T23434880
Position Surface form Disambiguated ID Type / Status
Subject Cangzhou Municipal People's Government E563429 entity
Predicate hasGovernmentBranch P479 FINISHED
Object Cangzhou Municipal Human Resources and Social Security Bureau — 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 Human Resources and Social Security Bureau | Statement: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Human Resources and Social Security Bureau]

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 Human Resources and Social Security Bureau
Context triple: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Human Resources and Social Security Bureau]
  • 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 Department of Human Resources and Social Security
    The Hebei Provincial Department of Human Resources and Social Security is a government agency responsible for managing employment, labor relations, social insurance, and related public services within Hebei Province, China.
  • C. Quanzhou Municipal Human Resources and Social Security Bureau
    The Quanzhou Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Quanzhou.
  • D. Jinzhou Municipal Human Resources and Social Security Bureau
    Jinzhou Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Jinzhou.
  • E. Changde Municipal Human Resources and Social Security Bureau
    The Changde Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Changde City.
  • 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 Human Resources and Social Security Bureau
Target entity description: The Cangzhou Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Cangzhou, China.
  • 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 Department of Human Resources and Social Security
    The Hebei Provincial Department of Human Resources and Social Security is a government agency responsible for managing employment, labor relations, social insurance, and related public services within Hebei Province, China.
  • C. Quanzhou Municipal Human Resources and Social Security Bureau
    The Quanzhou Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Quanzhou.
  • D. Jinzhou Municipal Human Resources and Social Security Bureau
    Jinzhou Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Jinzhou.
  • E. Changde Municipal Human Resources and Social Security Bureau
    The Changde Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Changde City.
  • 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.