Triple

T15643724
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Labor (Taiwan) E376126 entity
Predicate hasDivision P35 FINISHED
Object Labor Standards and Equal Employment Department
The Labor Standards and Equal Employment Department is a division of Taiwan’s Ministry of Labor responsible for formulating, implementing, and overseeing policies on labor rights, working conditions, and workplace equality.
E1168265 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 Standards and Equal Employment Department | Statement: [Ministry of Labor (Taiwan), hasDivision, Labor Standards and Equal Employment Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labor Standards and Equal Employment Department
Context triple: [Ministry of Labor (Taiwan), hasDivision, Labor Standards and Equal Employment Department]
  • A. Department of Labour Law
    The Department of Labour Law is an academic unit specializing in the study and research of employment and industrial relations law within the University College of Law at Osmania University.
  • B. Labor and Employment Law Division
    The Labor and Employment Law Division is a unit within the New York City Law Department that handles legal matters involving the city’s workforce, including employment disputes, labor relations, and workplace policies.
  • C. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • D. 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.
  • E. Fair Labor Division
    The Fair Labor Division is a unit of the Massachusetts Attorney General’s Office responsible for enforcing state labor laws, including wage, hour, and workplace standards.
  • 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 Standards and Equal Employment Department
Triple: [Ministry of Labor (Taiwan), hasDivision, Labor Standards and Equal Employment Department]
Generated description
The Labor Standards and Equal Employment Department is a division of Taiwan’s Ministry of Labor responsible for formulating, implementing, and overseeing policies on labor rights, working conditions, and workplace equality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labor Standards and Equal Employment Department
Target entity description: The Labor Standards and Equal Employment Department is a division of Taiwan’s Ministry of Labor responsible for formulating, implementing, and overseeing policies on labor rights, working conditions, and workplace equality.
  • A. Department of Labour Law
    The Department of Labour Law is an academic unit specializing in the study and research of employment and industrial relations law within the University College of Law at Osmania University.
  • B. Labor and Employment Law Division
    The Labor and Employment Law Division is a unit within the New York City Law Department that handles legal matters involving the city’s workforce, including employment disputes, labor relations, and workplace policies.
  • C. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • D. 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.
  • E. Fair Labor Division
    The Fair Labor Division is a unit of the Massachusetts Attorney General’s Office responsible for enforcing state labor laws, including wage, hour, and workplace standards.
  • 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.