Triple

T14692685
Position Surface form Disambiguated ID Type / Status
Subject Handan Municipal Government E345072 entity
Predicate hasPart P35 FINISHED
Object Handan Municipal Human Resources and Social Security Bureau
The Handan 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 Handan City.
E1114386 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: Handan Municipal Human Resources and Social Security Bureau | Statement: [Handan Municipal Government, hasPart, Handan Municipal Human Resources and Social Security Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Handan Municipal Human Resources and Social Security Bureau
Context triple: [Handan Municipal Government, hasPart, Handan Municipal Human Resources and Social Security Bureau]
  • A. Handan Municipal Government
    Handan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Handan, China.
  • B. Hangzhou Municipal Human Resources and Social Security Bureau
    The Hangzhou 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 Hangzhou.
  • C. Henan Provincial Department of Human Resources and Social Security
    The Henan Provincial Department of Human Resources and Social Security is a provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Henan, China.
  • D. Huanggang Municipal Human Resources and Social Security Bureau
    The Huanggang Municipal Human Resources and Social Security Bureau is a local government agency responsible for managing employment, labor relations, social insurance, and related public services within Huanggang City.
  • E. Hubei Provincial Department of Human Resources and Social Security
    The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
  • 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: Handan Municipal Human Resources and Social Security Bureau
Triple: [Handan Municipal Government, hasPart, Handan Municipal Human Resources and Social Security Bureau]
Generated description
The Handan 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 Handan City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Handan Municipal Human Resources and Social Security Bureau
Target entity description: The Handan 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 Handan City.
  • A. Handan Municipal Government
    Handan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Handan, China.
  • B. Hangzhou Municipal Human Resources and Social Security Bureau
    The Hangzhou 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 Hangzhou.
  • C. Henan Provincial Department of Human Resources and Social Security
    The Henan Provincial Department of Human Resources and Social Security is a provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Henan, China.
  • D. Huanggang Municipal Human Resources and Social Security Bureau
    The Huanggang Municipal Human Resources and Social Security Bureau is a local government agency responsible for managing employment, labor relations, social insurance, and related public services within Huanggang City.
  • E. Hubei Provincial Department of Human Resources and Social Security
    The Hubei Provincial Department of Human Resources and Social Security is a provincial government agency in Hubei, China, responsible for managing employment, labor relations, social insurance, and related public services.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb585d46c81908d6964130914cec4 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18b4bdc8190b5daf05484de7cd8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5c65ce0819092a385e92243a3c7 completed May 8, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69fde638f42c8190ba56f9e2f4b03090 completed May 8, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:28 a.m.