Triple

T13557935
Position Surface form Disambiguated ID Type / Status
Subject Assistant Secretary of Labor for Public Affairs E323825 entity
Predicate category P87 FINISHED
Object United States Department of Labor official E950390 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: United States Department of Labor official | Statement: [Assistant Secretary of Labor for Public Affairs, category, United States Department of Labor official]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Department of Labor official
Context triple: [Assistant Secretary of Labor for Public Affairs, category, United States Department of Labor official]
  • A. 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.
  • B. 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.
  • C. U.S. Department of Labor leadership chosen
    U.S. Department of Labor leadership comprises the senior officials responsible for setting policy, overseeing operations, and ensuring the effective administration of the nation’s labor laws and workforce programs.
  • D. Assistant Secretary of Labor for Employment and Training
    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.
  • E. 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.
  • 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_69d8076830b48190910a902bae5888e2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaff4223c8190801d153ae8f94c73 completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75dab4974819097880ad4d50f1b34 completed May 3, 2026, 2:37 p.m.
Created at: April 9, 2026, 9:47 p.m.