Triple

T13639751
Position Surface form Disambiguated ID Type / Status
Subject Labour and Welfare Bureau E325942 entity
Predicate oversees P46 FINISHED
Object Labour Department
The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
E575846 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: Labour Department | Statement: [Labour and Welfare Bureau, oversees, Labour Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labour Department
Context triple: [Labour and Welfare Bureau, oversees, Labour Department]
  • A. Ministry of Labor
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • B. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • C. Office of the Secretary of Labor
    The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
  • D. United States Department of Labor
    The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
  • E. Ministry of Labour and Social Welfare
    The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
  • 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: Labour Department
Triple: [Labour and Welfare Bureau, oversees, Labour Department]
Generated description
The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labour Department
Target entity description: The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
  • A. Ministry of Labor chosen
    The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
  • B. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • C. Office of the Secretary of Labor
    The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
  • D. United States Department of Labor
    The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
  • E. Ministry of Labour and Social Welfare
    The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
  • F. None of above.

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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5aac7308190a3fd26baeade8f2a completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.