Triple

T7678711
Position Surface form Disambiguated ID Type / Status
Subject John T. Dunlop E173931 entity
Predicate positionHeld P8 FINISHED
Object United States Secretary of Labor E2959 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 Secretary of Labor | Statement: [John T. Dunlop, positionHeld, United States Secretary of Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Secretary of Labor
Context triple: [John T. Dunlop, 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 (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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fd18d88190888144a7d0f228d9 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
Created at: March 27, 2026, 4:01 p.m.