Triple

T17470139
Position Surface form Disambiguated ID Type / Status
Subject Madison County, Texas E425387 entity
Predicate countySeat P383 FINISHED
Object Madisonville, Texas NE NERFINISHED

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: Madisonville, Texas | Statement: [Madison County, Texas, countySeat, Madisonville, Texas]

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: Madisonville, Texas
Context triple: [Madison County, Texas, countySeat, Madisonville, Texas]
  • A. Madisonville, Texas chosen
    Madisonville, Texas is a small city in Madison County that serves as the county seat and a regional hub in East-Central Texas.
  • B. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • C. Bay City, Texas
    Bay City, Texas is a small city in Matagorda County known as a regional hub for agriculture, energy, and access to the Texas Gulf Coast.
  • D. Marysville, Texas
    Marysville, Texas is a small unincorporated rural community located in Cooke County in north-central Texas.
  • E. Navasota, Texas
    Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d889dbc2e88190b18ea6115e819258 elicitation completed
NER batch_69e451aad4a08190be7e25841da8e952 ner completed
Created at: April 10, 2026, 5:47 a.m.