Triple

T10370140
Position Surface form Disambiguated ID Type / Status
Subject Madill, Oklahoma E244358 entity
Predicate partOf P40 FINISHED
Object Marshall County, Oklahoma E137342 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: Marshall County, Oklahoma | Statement: [Madill, Oklahoma, partOf, Marshall County, 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: Marshall County, Oklahoma
Context triple: [Madill, Oklahoma, partOf, Marshall County, Oklahoma]
  • A. Marshall County, Oklahoma chosen
    Marshall County, Oklahoma is a rural county in southern Oklahoma known for its location along the Red River and Lake Texoma, with a local economy centered on agriculture, recreation, and small communities.
  • B. Okfuskee County, Oklahoma
    Okfuskee County, Oklahoma is a rural county in east-central Oklahoma known for its county seat of Okemah and its historical ties to Native American nations and early statehood.
  • C. McClain County, Oklahoma
    McClain County, Oklahoma is a county in central Oklahoma known for its distinctive rose rock formations, the state rock of Oklahoma.
  • D. Washington County, Oklahoma
    Washington County, Oklahoma is a county in northeastern Oklahoma known for its county seat and largest city, Bartlesville, and its role in the state's oil and energy industry.
  • E. Mayes County, Oklahoma
    Mayes County, Oklahoma is a county in northeastern Oklahoma known for its mix of small towns, agricultural areas, and recreational lakes.
  • 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_69d381b3e328819094b23b8edcd29b5a elicitation completed
NER batch_69d4e9737cfc81909d6302bd4177d186 ner completed
NED1 batch_69dbd93b506c8190bbff63903770355a ned_source_triple completed
Created at: April 6, 2026, 12:01 p.m.