Triple

T5403896
Position Surface form Disambiguated ID Type / Status
Subject Government of Louisiana E120843 entity
Predicate overseesAgency P760 FINISHED
Object Louisiana Department of Transportation and Development E127987 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: Louisiana Department of Transportation and Development | Statement: [Government of Louisiana, overseesAgency, Louisiana Department of Transportation and Development]

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: Louisiana Department of Transportation and Development
Context triple: [Government of Louisiana, overseesAgency, Louisiana Department of Transportation and Development]
  • A. Louisiana Department of Transportation and Development chosen
    The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
  • B. Mississippi Department of Transportation
    The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’s highway and transportation infrastructure.
  • C. Arkansas Department of Transportation
    The Arkansas Department of Transportation is the state government agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
  • D. New Orleans Regional Transit Authority
    The New Orleans Regional Transit Authority is the public agency responsible for operating and managing the city’s transit services, including buses, streetcars, and related passenger facilities in New Orleans.
  • E. Louisiana Department of Culture, Recreation and Tourism
    The Louisiana Department of Culture, Recreation and Tourism is a state agency responsible for preserving Louisiana’s cultural heritage, promoting tourism, and overseeing parks, museums, and recreational resources across the state.
  • 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_69bd46391c0c81909fa484446732b6a3 elicitation completed
NER batch_69bd8774cd8881909b3437ba02018444 ner completed
NED1 batch_69bf3388c10481908235da34ef509d37 ned_source_triple completed
Created at: March 20, 2026, 2:04 p.m.