Triple

T13577636
Position Surface form Disambiguated ID Type / Status
Subject Sanger Independent School District E324328 entity
Predicate operatesIn P82 FINISHED
Object Sanger, Texas metropolitan area E48599 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: Sanger, Texas metropolitan area | Statement: [Sanger Independent School District, operatesIn, Sanger, Texas metropolitan area]

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: Sanger, Texas metropolitan area
Context triple: [Sanger Independent School District, operatesIn, Sanger, Texas metropolitan area]
  • A. Sherman, Texas metropolitan area chosen
    The Sherman, Texas metropolitan area is a small North Texas metro region centered on the city of Sherman and its neighboring communities, including Denison, forming part of the broader Texoma area near the Oklahoma border.
  • B. San Antonio, Texas metropolitan area
    The San Antonio, Texas metropolitan area is a major South Texas urban region centered on the city of San Antonio, known for its rapid growth, diverse economy, and cultural and historical significance.
  • C. Texarkana metropolitan area
    The Texarkana metropolitan area is a bi-state urban region centered on the twin cities of Texarkana, Texas, and Texarkana, Arkansas, serving as a key commercial and cultural hub of the Ark-La-Tex region.
  • D. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • E. Bryan–College Station metropolitan area
    The Bryan–College Station metropolitan area is a regional urban hub in East-Central Texas centered around the twin cities of Bryan and College Station, home to Texas A&M University and a growing economy in education, research, and healthcare.
  • 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_69d80769100c819099111274614f5ed2 elicitation completed
NER batch_69dbb02de1988190af2d473973ecd529 ner completed
NED1 batch_69f76bbbe3c08190a359dfe7c3c8f15c ned_source_triple completed
Created at: April 9, 2026, 9:48 p.m.