Triple

T16959445
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Public Works and Highways E411387 entity
Predicate worksWith P398 FINISHED
Object Secretary of Transportation E1005917 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: Secretary of Transportation | Statement: [Secretary of Public Works and Highways, worksWith, Secretary of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secretary of Transportation
Context triple: [Secretary of Public Works and Highways, worksWith, Secretary of Transportation]
  • A. 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.
  • B. Secretary of Transportation chosen
    The Secretary of Transportation is the top official responsible for overseeing and coordinating a government’s transportation policies, systems, and infrastructure.
  • C. United States Secretary of Transportation
    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.
  • 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. Office of the Secretary of Transportation
    The Office of the Secretary of Transportation is the top-level leadership and policy-making body of the U.S. Department of Transportation, overseeing its various administrations and offices.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01e420881909be1d93d7d6772fd completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d468f5048190aa43b212ec7a7306 completed May 10, 2026, 6:54 p.m.
Created at: April 10, 2026, 5:31 a.m.