Triple

T12812713
Position Surface form Disambiguated ID Type / Status
Subject Beihai Municipal People's Government E306310 entity
Predicate hasBranch P35 FINISHED
Object Beihai Municipal Human Resources and Social Security Bureau
The Beihai 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 Beihai City.
E1005555 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: Beihai Municipal Human Resources and Social Security Bureau | Statement: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Human Resources and Social Security Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beihai Municipal Human Resources and Social Security Bureau
Context triple: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Human Resources and Social Security Bureau]
  • A. Beihai Municipal People's Government
    The Beihai Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the city of Beihai, Guangxi, China.
  • B. Hainan Provincial Department of Human Resources and Social Security
    The Hainan Provincial Department of Human Resources and Social Security is the provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Hainan, China.
  • C. Shanghai Municipal Human Resources and Social Security Bureau
    The Shanghai Municipal Human Resources and Social Security Bureau is a government agency responsible for managing labor relations, employment services, social insurance, and related public human resources policies in Shanghai.
  • D. Guangdong Provincial Department of Human Resources and Social Security
    The Guangdong Provincial Department of Human Resources and Social Security is a provincial government agency responsible for labor management, employment services, social insurance, and related social security policies in Guangdong, China.
  • E. Guangzhou Municipal Human Resources and Social Security Bureau
    The Guangzhou 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 Guangzhou.
  • 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: Beihai Municipal Human Resources and Social Security Bureau
Triple: [Beihai Municipal People's Government, hasBranch, Beihai Municipal Human Resources and Social Security Bureau]
Generated description
The Beihai 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 Beihai City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beihai Municipal Human Resources and Social Security Bureau
Target entity description: The Beihai 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 Beihai City.
  • A. Beihai Municipal People's Government
    The Beihai Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the city of Beihai, Guangxi, China.
  • B. Hainan Provincial Department of Human Resources and Social Security
    The Hainan Provincial Department of Human Resources and Social Security is the provincial government agency responsible for managing employment, labor relations, social insurance, and related public services in Hainan, China.
  • C. Shanghai Municipal Human Resources and Social Security Bureau
    The Shanghai Municipal Human Resources and Social Security Bureau is a government agency responsible for managing labor relations, employment services, social insurance, and related public human resources policies in Shanghai.
  • D. Guangdong Provincial Department of Human Resources and Social Security
    The Guangdong Provincial Department of Human Resources and Social Security is a provincial government agency responsible for labor management, employment services, social insurance, and related social security policies in Guangdong, China.
  • E. Guangzhou Municipal Human Resources and Social Security Bureau
    The Guangzhou 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 Guangzhou.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9adcf08190a12801adcc613477 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68eca9b448190a819b3807fdbc3f8 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f69277d3d88190abce800c01a8026c completed May 3, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:31 p.m.