Triple

T6156843
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Oklahoma E137342 entity
Predicate hasCountySeat P383 FINISHED
Object Madill, Oklahoma E244358 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: Madill, Oklahoma | Statement: [Marshall County, Oklahoma, hasCountySeat, Madill, Oklahoma]

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: Madill, Oklahoma
Context triple: [Marshall County, Oklahoma, hasCountySeat, Madill, Oklahoma]
  • A. Madill, Oklahoma chosen
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • B. Okmulgee, Oklahoma
    Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
  • C. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • D. Meridian, Oklahoma
    Meridian, Oklahoma is a small rural community located in Stephens County in the southern part of the U.S. state of Oklahoma.
  • E. Stillwater, Oklahoma
    Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
  • 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_69c008a45d008190832a9e19f5d63406 elicitation completed
NER batch_69c05d3177588190970a45af0d43b04c ner completed
NED1 batch_69c518ee96c48190afe3f42477f38856 ned_source_triple completed
Created at: March 22, 2026, 4:17 p.m.