Triple

T17464076
Position Surface form Disambiguated ID Type / Status
Subject Middlesboro, Kentucky E425230 entity
Predicate locatedIn P40 FINISHED
Object United States Census Bureau-defined Middlesborough micropolitan area — 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: United States Census Bureau-defined Middlesborough micropolitan area | Statement: [Middlesboro, Kentucky, locatedIn, United States Census Bureau-defined Middlesborough micropolitan area]

Disambiguation candidates (2 decisions)

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: United States Census Bureau-defined Middlesborough micropolitan area
Context triple: [Middlesboro, Kentucky, locatedIn, United States Census Bureau-defined Middlesborough micropolitan area]
  • A. United States Census Bureau-defined Bangor metropolitan area
    The United States Census Bureau-defined Bangor metropolitan area is a statistical region in central-eastern Maine centered on the city of Bangor and encompassing surrounding communities for demographic and economic analysis.
  • B. United States Census Bureau-defined Elizabethtown metropolitan area
    The United States Census Bureau-defined Elizabethtown metropolitan area is a statistical region in central Kentucky centered on the city of Elizabethtown, used primarily for demographic and economic analysis.
  • C. United States Census Bureau-defined Washington urban area
    The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning purposes.
  • D. United States Census Bureau metropolitan statistical area (Mason City micropolitan area)
    The United States Census Bureau’s Mason City micropolitan area is a federally defined statistical region centered on Mason City, Iowa, used for analyzing population, economic, and social data in the surrounding non-metropolitan communities.
  • E. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau-defined Middlesborough micropolitan area
Target entity description: The United States Census Bureau-defined Middlesborough micropolitan area is a small statistical region in southeastern Kentucky centered on the city of Middlesboro, used for analyzing population and economic data in that rural Appalachian region.
  • A. United States Census Bureau-defined Bangor metropolitan area
    The United States Census Bureau-defined Bangor metropolitan area is a statistical region in central-eastern Maine centered on the city of Bangor and encompassing surrounding communities for demographic and economic analysis.
  • B. United States Census Bureau-defined Elizabethtown metropolitan area
    The United States Census Bureau-defined Elizabethtown metropolitan area is a statistical region in central Kentucky centered on the city of Elizabethtown, used primarily for demographic and economic analysis.
  • C. United States Census Bureau-defined Washington urban area
    The United States Census Bureau-defined Washington urban area is a statistical urbanized region centered on Washington, Pennsylvania, encompassing the city and its surrounding developed communities for demographic and planning purposes.
  • D. United States Census Bureau metropolitan statistical area (Mason City micropolitan area)
    The United States Census Bureau’s Mason City micropolitan area is a federally defined statistical region centered on Mason City, Iowa, used for analyzing population, economic, and social data in the surrounding non-metropolitan communities.
  • E. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d889dbc2e88190b18ea6115e819258 elicitation completed
NER batch_69e451a5bba08190b61a21fa7538ed69 ner completed
Created at: April 10, 2026, 5:47 a.m.