Triple

T7979926
Position Surface form Disambiguated ID Type / Status
Subject Bennington County, Vermont E185544 entity
Predicate borders P224 FINISHED
Object Berkshire County, Massachusetts E17062 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: Berkshire County, Massachusetts | Statement: [Bennington County, Vermont, borders, Berkshire County, Massachusetts]

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: Berkshire County, Massachusetts
Context triple: [Bennington County, Vermont, borders, Berkshire County, Massachusetts]
  • A. Berkshire County chosen
    Berkshire County is a rural, culturally rich county in western Massachusetts known for its scenic Berkshire Mountains, outdoor recreation, and vibrant arts institutions.
  • B. Hampshire County, Massachusetts
    Hampshire County, Massachusetts is a largely rural county in western Massachusetts known for its college towns, including Amherst and Northampton, and its location in the Connecticut River’s Pioneer Valley region.
  • C. Bristol County, Massachusetts
    Bristol County, Massachusetts is a southeastern Massachusetts county that includes cities such as New Bedford, Fall River, and Taunton and is known for its historic maritime and industrial heritage.
  • D. Hampden County, Massachusetts
    Hampden County, Massachusetts is a county in western Massachusetts that includes the city of Springfield and forms part of the state's Pioneer Valley region along the Connecticut River.
  • E. Norfolk County, Massachusetts
    Norfolk County, Massachusetts is a county in the Greater Boston area known for its historic towns, affluent suburbs, and role as part of the Boston metropolitan region.
  • 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_69ca829851908190b4e03829353ee7c3 elicitation completed
NER batch_69cb3c261904819086910898071f3629 ner completed
NED1 batch_69cf275f49f48190ad92d5aaebaac4d0 ned_source_triple completed
Created at: March 30, 2026, 5:14 p.m.