Triple

T22234127
Position Surface form Disambiguated ID Type / Status
Subject Midhurst E549542 entity
Predicate hasEmergencyServices P464 FINISHED
Object Springwater Fire & Emergency Services — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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: Springwater Fire & Emergency Services | Statement: [Midhurst, hasEmergencyServices, Springwater Fire & Emergency Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springwater Fire & Emergency Services
Context triple: [Midhurst, hasEmergencyServices, Springwater Fire & Emergency Services]
  • A. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • B. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • C. Western Springs Fire Department
    The Western Springs Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Western Springs, Illinois.
  • D. Gray Fire-Rescue Department
    Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
  • E. Elsmere Fire District
    Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
  • 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: Springwater Fire & Emergency Services
Target entity description: Springwater Fire & Emergency Services is the municipal fire and emergency response department serving the Township of Springwater, Ontario, including the community of Midhurst.
  • A. Spring Fire Department
    The Spring Fire Department is the primary emergency response agency providing fire suppression, rescue, and related public safety services to the community of Spring, Texas.
  • B. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • C. Western Springs Fire Department
    The Western Springs Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Western Springs, Illinois.
  • D. Gray Fire-Rescue Department
    Gray Fire-Rescue Department is the municipal emergency services agency providing fire protection, rescue operations, and emergency medical response for the town of Gray, Maine.
  • E. Elsmere Fire District
    Elsmere Fire District is a local fire protection and emergency response agency serving the community of Delmar in the town of Bethlehem, New York.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf61504819093e70bee4c575d1c completed April 28, 2026, 9:51 p.m.
Created at: April 16, 2026, 8:38 p.m.