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
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.
E1586916 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: Cangzhou Municipal Human Resources and Social Security Bureau | Statement: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Human Resources and Social Security Bureau]
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.
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: Cangzhou Municipal Human Resources and Social Security Bureau
Triple: [Cangzhou Municipal People's Government, hasGovernmentBranch, Cangzhou Municipal Human Resources and Social Security Bureau]
Generated 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.
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 (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_69e24553980c8190bb66a2ae0bdab125 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a5daabcc819094446a80723a487b completed April 29, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67af2b4081909384d5967cf2672a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72171580819097c9f287d501ae7e completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c770010308190a0a07b50fdca7d6a completed May 19, 2026, 2:43 p.m.
Created at: April 17, 2026, 5:49 p.m.