Triple

T20975458
Position Surface form Disambiguated ID Type / Status
Subject South Euclid, Ohio E516612 entity
Predicate hasPublicService P6352 FINISHED
Object South Euclid Fire Department — 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: South Euclid Fire Department | Statement: [South Euclid, Ohio, hasPublicService, South Euclid Fire Department]

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: South Euclid Fire Department
Context triple: [South Euclid, Ohio, hasPublicService, South Euclid Fire Department]
  • A. Malakoff Fire Department
    The Malakoff Fire Department is a local fire and emergency response agency serving the community of Malakoff, Texas.
  • B. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • C. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • D. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • E. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • 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: South Euclid Fire Department
Target entity description: The South Euclid Fire Department is the municipal fire and emergency medical services agency serving the city of South Euclid, Ohio.
  • A. Malakoff Fire Department
    The Malakoff Fire Department is a local fire and emergency response agency serving the community of Malakoff, Texas.
  • B. Joshua Fire Department
    Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
  • C. Mayfield Heights Fire Department
    The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
  • D. Oak Point Fire Department
    Oak Point Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Oak Point, Texas.
  • E. Franklin Fire Department
    The Franklin Fire Department is the municipal fire and emergency medical services agency serving the city of Franklin, Wisconsin.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e0b4fee5ac8190875fa9ceba1a5e5e elicitation completed
NER batch_69e6fba3df2081908c1db5f8610ba43d ner completed
Created at: April 16, 2026, 1:46 p.m.