Triple

T8337436
Position Surface form Disambiguated ID Type / Status
Subject Fairborn, Ohio E195822 entity
Predicate hasEmergencyService P464 FINISHED
Object Fairborn Fire Department
The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
 E726185 NE FINISHED

How this triple was built (4 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: Fairborn Fire Department | Statement: [Fairborn, Ohio, hasEmergencyService, Fairborn Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fairborn Fire Department
Context triple: [Fairborn, Ohio, hasEmergencyService, Fairborn Fire Department]
  • A. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • B. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • C. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • D. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fairborn Fire Department
Triple: [Fairborn, Ohio, hasEmergencyService, Fairborn Fire Department]
Generated description
The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fairborn Fire Department
Target entity description: The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
  • A. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • B. Moody Fire Department
    The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
  • C. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • D. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • E. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • F. None of above. chosen

Provenance (5 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fd5027c81909724f25aa30bbe58 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95e17300819090e405c4c60b280d completed April 1, 2026, 10:02 p.m.
NEDg Description generation batch_69cdab61d00c81909ce2c0d718a2dc1a completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2ef889c8190af6efb9473f8804c completed April 2, 2026, 12:06 a.m.
Created at: March 30, 2026, 5:57 p.m.