Triple

T7451033
Position Surface form Disambiguated ID Type / Status
Subject Loop 101 E172008 entity
Predicate maintainedBy P86 FINISHED
Object Arizona Department of Transportation E162856 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: Arizona Department of Transportation | Statement: [Loop 101, maintainedBy, Arizona Department of Transportation]

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: Arizona Department of Transportation
Context triple: [Loop 101, maintainedBy, Arizona Department of Transportation]
  • A. Arizona Department of Transportation chosen
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • B. Arizona Department of Public Safety
    The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.
  • C. Oklahoma Department of Transportation
    The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • D. Arizona State Highway System
    The Arizona State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Arizona.
  • E. MDOT
    MDOT is the state agency responsible for planning, building, and maintaining Mississippi’s transportation infrastructure, including highways and related systems.
  • 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_69c68a66554c8190add75c65942c0317 elicitation completed
NER batch_69c6f38c28e08190956766a5222fe720 ner completed
NED1 batch_69c827b54a4881909f800bf37990a297 ned_source_triple completed
Created at: March 27, 2026, 3:14 p.m.