Triple

T414476
Position Surface form Disambiguated ID Type / Status
Subject Office of Federal Contract Compliance Programs E9561 entity
Predicate partOf P40 FINISHED
Object Employment and Training Administration of the U.S. Department of Labor
The Employment and Training Administration of the U.S. Department of Labor is the federal agency responsible for overseeing national workforce development, job training, and employment services programs.
E1719 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: Employment and Training Administration of the U.S. Department of Labor | Statement: [Office of Federal Contract Compliance Programs, partOf, Employment and Training Administration of the U.S. Department of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Employment and Training Administration of the U.S. Department of Labor
Context triple: [Office of Federal Contract Compliance Programs, partOf, Employment and Training Administration of the U.S. Department of Labor]
  • A. 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.
  • B. U.S. Office of Vocational Rehabilitation
    The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
  • 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 the Deputy Secretary of Labor
    The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
  • E. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • 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: Employment and Training Administration of the U.S. Department of Labor
Triple: [Office of Federal Contract Compliance Programs, partOf, Employment and Training Administration of the U.S. Department of Labor]
Generated description
The Employment and Training Administration of the U.S. Department of Labor is the federal agency responsible for overseeing national workforce development, job training, and employment services programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Employment and Training Administration of the U.S. Department of Labor
Target entity description: The Employment and Training Administration of the U.S. Department of Labor is the federal agency responsible for overseeing national workforce development, job training, and employment services programs.
  • A. United States Department of Labor chosen
    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.
  • B. U.S. Office of Vocational Rehabilitation
    The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
  • 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 the Deputy Secretary of Labor
    The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
  • E. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ee2d6fe481908ff70ab7d043bb3e completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a423a2ddb08190bdee170f843c2a19 completed March 1, 2026, 11:31 a.m.
NEDg Description generation batch_69a423d8d3ac81909b1d6bef8632a445 completed March 1, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69a42438d2288190b0b9ea0d24b39460 completed March 1, 2026, 11:34 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.