Triple

T6886419
Position Surface form Disambiguated ID Type / Status
Subject Neshannock Township, Pennsylvania E158930 entity
Predicate hasNeighboringMunicipality P224 FINISHED
Object Union Township, Lawrence County, Pennsylvania E119862 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: Union Township, Lawrence County, Pennsylvania | Statement: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Union 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: Union Township, Lawrence County, Pennsylvania
Context triple: [Neshannock Township, Pennsylvania, hasNeighboringMunicipality, Union Township, Lawrence County, Pennsylvania]
  • A. Union Township, Lawrence County, Pennsylvania chosen
    Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
  • B. Union Township, Adams County, Pennsylvania
    Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
  • C. Union Township, Lebanon County, Pennsylvania
    Union Township is a rural municipality in Lebanon County, Pennsylvania, known for its small communities, natural landscapes, and inclusion in the broader Lebanon metropolitan region.
  • D. Union Township, Washington County, Pennsylvania
    Union Township is a rural municipality in Washington County, Pennsylvania, known for its residential communities, open spaces, and location within the Pittsburgh metropolitan area.
  • E. Union Township, Berks County, Pennsylvania
    Union Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, wooded landscapes, and proximity to the Schuylkill River.
  • 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_69c688342f6c8190ad7eea6ba262db99 elicitation completed
NER batch_69c6d90e92488190b738676342ac6393 ner completed
NED1 batch_69c742dc8d608190b2a8e9c1f46e1420 ned_source_triple completed
Created at: March 27, 2026, 2:23 p.m.