Triple

T202540
Position Surface form Disambiguated ID Type / Status
Subject Department of Transportation Act E4535 entity
Predicate createdCabinetDepartment P6402 FINISHED
Object United States Department of Transportation E611 NE FINISHED

How this triple was built (3 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 Transportation | Statement: [Department of Transportation Act, createdCabinetDepartment, United States Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Department of Transportation
Context triple: [Department of Transportation Act, createdCabinetDepartment, United States Department of Transportation]
  • A. United States Department of Transportation chosen
    The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
  • B. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • C. Federal Transit Administration
    The Federal Transit Administration is a U.S. government agency that provides financial and technical assistance to support and improve public transportation systems nationwide.
  • D. Surface Transportation Board
    The Surface Transportation Board is an independent U.S. federal agency that oversees and adjudicates economic regulation of the nation’s railroads and certain other surface transportation carriers.
  • E. National Highway Traffic Safety Administration
    The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: createdCabinetDepartment
Context triple: [Department of Transportation Act, createdCabinetDepartment, United States Department of Transportation]
  • A. createsExecutiveDepartment chosen
    Indicates that an entity establishes or brings into existence an executive-level governmental department.
  • B. createdPoliticalEntity
    Indicates that an agent brought a political entity (such as a state, party, or organization) into existence or was responsible for its founding.
  • C. civilianLeaderDepartment
    Indicates that a person serves as the civilian head or chief official of a specified government department or ministry.
  • D. cabinetLevel
    Indicates that an official, position, or body holds a status equivalent to or recognized as part of a national cabinet-level rank or authority.
  • E. department
    Indicates that one entity functions as an organizational unit or division within another, typically larger, entity.
  • F. None of above.

Provenance (4 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c2ead8481909996042efcae5e9d completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc77734819095e6cf53a10aa3d8 completed Feb. 28, 2026, 5:54 p.m.
PD Predicate disambiguation batch_69a25b4a0d448190a6fa6aeb30dc7e13 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:51 a.m.