Triple

T5441422
Position Surface form Disambiguated ID Type / Status
Subject Highway Account E122142 entity
Predicate administeredBy P86 FINISHED
Object Federal Highway Administration E6998 NE FINISHED

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: Federal Highway Administration | Statement: [Highway Account, administeredBy, Federal Highway Administration]

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: Federal Highway Administration
Context triple: [Highway Account, administeredBy, Federal Highway Administration]
  • A. Federal Highway Administration chosen
    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.
  • B. United States Department of Transportation
    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.
  • C. Department of Transportation
    The Department of Transportation is a Philippine government agency responsible for planning, implementing, and managing the country’s transportation systems and infrastructure across road, rail, air, and sea.
  • D. Department of Transportation
    The Department of Transportation is a government agency responsible for planning, building, and maintaining transportation infrastructure and services within its jurisdiction.
  • 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.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69bd46400768819092925d461c0b8432 elicitation completed
NER batch_69bd91c131648190b5a7f49efacc874a ner completed
NED1 batch_69bf412daa408190a46926f28339aeac ned_source_triple completed
Created at: March 20, 2026, 2:07 p.m.