Triple

T16902145
Position Surface form Disambiguated ID Type / Status
Subject Elaine Chao E424462 entity
Predicate positionHeld P8 FINISHED
Object United States Secretary of Transportation E2961 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 Transportation | Statement: [Elaine Chao, positionHeld, United States Secretary of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Secretary of Transportation
Context triple: [Elaine Chao, positionHeld, United States Secretary of Transportation]
  • A. United States Secretary of Transportation chosen
    The United States Secretary of Transportation is the head of the U.S. Department of Transportation, responsible for overseeing national transportation policy, infrastructure, and safety across air, land, and sea.
  • B. Secretary of Transportation
    The Secretary of Transportation is the top official responsible for overseeing and coordinating a government’s transportation policies, systems, and infrastructure.
  • C. Secretary of Transportation
    The Secretary of Transportation is the Philippine government’s chief official responsible for overseeing national transportation policy, infrastructure, and regulation across land, air, and sea sectors.
  • D. Deputy Secretary of Transportation
    The Deputy Secretary of Transportation is the second-highest-ranking official in the U.S. Department of Transportation, responsible for assisting the Secretary in overseeing national transportation policy and the department’s operations.
  • E. Under Secretary of Transportation for Administration
    The Under Secretary of Transportation for Administration is a senior U.S. Department of Transportation official responsible for overseeing the department’s administrative, management, and support functions.
  • 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3c8dd2bf08190b1dc099e8a23cd04 completed April 18, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7b273608190b552d8dc22bc51ef completed May 10, 2026, 6 p.m.
Created at: April 10, 2026, 5:30 a.m.