Triple

T5316517
Position Surface form Disambiguated ID Type / Status
Subject Richland, Georgia E119162 entity
Predicate nearestCountySeat P56326 FINISHED
Object Lumpkin, Georgia E182072 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: Lumpkin, Georgia | Statement: [Richland, Georgia, nearestCountySeat, Lumpkin, 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: Lumpkin, Georgia
Context triple: [Richland, Georgia, nearestCountySeat, Lumpkin, Georgia]
  • A. Lumpkin, Georgia chosen
    Lumpkin, Georgia is a small historic city in southwestern Georgia known for its proximity to Providence Canyon State Park and its role as the county seat of Stewart County.
  • B. Calhoun, Georgia
    Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
  • C. Stovall, Georgia
    Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
  • D. Fortson, Georgia
    Fortson, Georgia is an unincorporated community in Muscogee County known primarily as a residential suburb of Columbus.
  • E. Attapulgus, Georgia
    Attapulgus, Georgia is a small rural city in southwestern Georgia known historically for its clay mining and agricultural surroundings.
  • 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_69bd446b57bc8190a513d2e6c40314f3 elicitation completed
NER batch_69bd854fd07c8190b4f1c3c8e618c308 ner completed
NED1 batch_69bf110e89548190a5eb0bad6ab0483b ned_source_triple completed
Created at: March 20, 2026, 1:54 p.m.