Triple

T2999722
Position Surface form Disambiguated ID Type / Status
Subject Office of the Assistant Secretaries of Labor E81156 entity
Predicate hasMember P10 FINISHED
Object Assistant Secretary of Labor for Employment and Training Administration head E318775 NE FINISHED

How this triple was built (2 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: Assistant Secretary of Labor for Employment and Training Administration head | Statement: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Employment and Training Administration head]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Assistant Secretary of Labor for Employment and Training Administration head
Context triple: [Office of the Assistant Secretaries of Labor, hasMember, Assistant Secretary of Labor for Employment and Training Administration head]
  • A. Assistant Secretary of Labor for Employment and Training chosen
    The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
  • B. Assistant Secretary of Labor for Wage and Hour
    The Assistant Secretary of Labor for Wage and Hour is the senior U.S. Department of Labor official responsible for enforcing federal minimum wage, overtime pay, child labor, and related workplace standards through the Wage and Hour Division.
  • C. United States Assistant Secretary of Labor for Policy, Evaluation, and Research
    The United States Assistant Secretary of Labor for Policy, Evaluation, and Research is a senior Department of Labor official responsible for developing, analyzing, and assessing national labor policies and programs.
  • D. Chief Human Capital Officer of the U.S. Department of Labor
    The Chief Human Capital Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s workforce strategy, talent management, and human resources policies to support its mission and operations.
  • E. Chief Financial Officer of the U.S. Department of Labor
    The Chief Financial Officer of the U.S. Department of Labor is the senior executive responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea057a48190a7911d8d6046dd3d completed March 11, 2026, 9:29 p.m.
Created at: March 8, 2026, 2:59 p.m.