Triple

T6665110
Position Surface form Disambiguated ID Type / Status
Subject Warner Robins Area Transportation Study MPO E151580 entity
Predicate serves P98 FINISHED
Object Fort Valley, Georgia E48346 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: Fort Valley, Georgia | Statement: [Warner Robins Area Transportation Study MPO, serves, Fort Valley, Georgia]

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: Fort Valley, Georgia
Context triple: [Warner Robins Area Transportation Study MPO, serves, Fort Valley, Georgia]
  • A. Fort Valley, Georgia chosen
    Fort Valley, Georgia is a small city in central Georgia known as the home of Fort Valley State University and a hub for the state’s peach-growing industry.
  • B. Fortson, Georgia
    Fortson, Georgia is an unincorporated community in Muscogee County known primarily as a residential suburb of Columbus.
  • C. West Point, Georgia
    West Point, Georgia is a small city in western Georgia along the Chattahoochee River, known historically as a textile mill town and now for hosting a major Kia Motors manufacturing plant.
  • D. Vaughn, Georgia
    Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
  • E. Valdosta, Georgia
    Valdosta, Georgia is a small city in southern Georgia known as a regional hub for education, retail, and sports, particularly high school football.
  • 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_69c687f71fc081909dbd45d6377f6045 elicitation completed
NER batch_69c6b09bc69c8190addb8075415ec6d9 ner completed
NED1 batch_69c6ef0e33308190995fcccf50d134c1 ned_source_triple completed
Created at: March 27, 2026, 2:02 p.m.