Triple

T15643710
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Labor (Taiwan) E376126 entity
Predicate responsibility P268 FINISHED
Object labor insurance administration
The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
E1168259 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: labor insurance administration | Statement: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: labor insurance administration
Context triple: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
  • A. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • B. Office of Labor Affairs
    The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
  • C. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • D. Administrative Review Board of the U.S. Department of Labor
    The Administrative Review Board of the U.S. Department of Labor is an appellate body that issues final agency decisions in certain labor, employment, and whistleblower cases after initial rulings by departmental administrative law judges.
  • E. Office of Workers’ Compensation Programs
    The Office of Workers’ Compensation Programs is a U.S. Department of Labor agency that administers federal workers’ compensation benefits for employees injured or ill due to their employment.
  • 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: labor insurance administration
Triple: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
Generated description
The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: labor insurance administration
Target entity description: The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
  • A. Social Insurance and Allied Services
    Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
  • B. Office of Labor Affairs
    The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
  • C. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • D. Administrative Review Board of the U.S. Department of Labor
    The Administrative Review Board of the U.S. Department of Labor is an appellate body that issues final agency decisions in certain labor, employment, and whistleblower cases after initial rulings by departmental administrative law judges.
  • E. Office of Workers’ Compensation Programs
    The Office of Workers’ Compensation Programs is a U.S. Department of Labor agency that administers federal workers’ compensation benefits for employees injured or ill due to their employment.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ed400ec8190a14a9f7cf3092865 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4d49188190855a895c5844dee0 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff614906cc81909d978d8645045af3 completed May 9, 2026, 4:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff61b3b3f08190a2a1e1010684a316 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:15 a.m.