Triple

T18612373
Position Surface form Disambiguated ID Type / Status
Subject Arthur Goldberg E454926 entity
Predicate positionHeld P8 FINISHED
Object United States Secretary of Labor — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Secretary of Labor | Statement: [Arthur Goldberg, positionHeld, United States Secretary of Labor]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Secretary of Labor
Context triple: [Arthur Goldberg, positionHeld, United States Secretary of Labor]
  • A. United States Secretary of Labor chosen
    The United States Secretary of Labor is the head of the Department of Labor and a Cabinet-level official responsible for overseeing federal labor standards, employment policy, and workplace safety in the U.S.
  • B. United States Deputy Secretary of Labor
    The United States Deputy Secretary of Labor is the second-highest-ranking official in the U.S. Department of Labor, responsible for assisting the Secretary in overseeing national labor policies, programs, and administration.
  • C. Secretary of Labor and Employment
    The Secretary of Labor and Employment is the Philippine government’s chief official responsible for overseeing labor policies, employment services, and the protection of workers’ rights.
  • 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. Assistant Secretary of Labor for Administration and Management
    The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8d38bbe7c8190bdec3138e7d413c9 elicitation completed
NER batch_69e54d01ebd08190b6e646e3a749d7f5 ner completed
Created at: April 10, 2026, 11:45 a.m.