Triple

T20290962
Position Surface form Disambiguated ID Type / Status
Subject Taylor Township, Lawrence County, Pennsylvania E510017 entity
Predicate borders P224 FINISHED
Object Mahoning Township, Lawrence County, Pennsylvania — 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: Mahoning Township, Lawrence County, Pennsylvania | Statement: [Taylor Township, Lawrence County, Pennsylvania, borders, Mahoning Township, Lawrence County, Pennsylvania]

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: Mahoning Township, Lawrence County, Pennsylvania
Context triple: [Taylor Township, Lawrence County, Pennsylvania, borders, Mahoning Township, Lawrence County, Pennsylvania]
  • A. Mahoning Township, Lawrence County, Pennsylvania chosen
    Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
  • B. Taylor Township, Lawrence County, Pennsylvania
    Taylor Township, Lawrence County, Pennsylvania is a small rural municipality in western Pennsylvania known for its residential communities and proximity to the city of New Castle.
  • C. Elizabeth Township, Allegheny County, Pennsylvania
    Elizabeth Township, located in Allegheny County, Pennsylvania, is a suburban community along the Monongahela River southeast of Pittsburgh, known for its residential neighborhoods and mix of rural and industrial areas.
  • D. Pine Township, Allegheny County, Pennsylvania
    Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
  • E. Union Township, Lawrence County, Pennsylvania
    Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
  • 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_69e0b4c652388190b782cad965e5a098 elicitation completed
NER batch_69e67695d4d48190b932317d37aa95d9 ner completed
Created at: April 16, 2026, 11:12 a.m.