Triple

T3150849
Position Surface form Disambiguated ID Type / Status
Subject Niceville, Florida E65872 entity
Predicate hasEmergencyService P464 FINISHED
Object Niceville Fire Department
The Niceville Fire Department is the municipal fire and emergency response agency serving the city of Niceville, Florida.
 E331198 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: Niceville Fire Department | Statement: [Niceville, Florida, hasEmergencyService, Niceville Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Niceville Fire Department
Context triple: [Niceville, Florida, hasEmergencyService, Niceville Fire Department]
  • A. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Plantation Fire Department
    The Plantation Fire Department is the municipal fire-rescue agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of Plantation, Florida.
  • D. Mocksville Fire Department
    The Mocksville Fire Department is the municipal fire and emergency response agency serving the town of Mocksville, North Carolina.
  • E. Nicholasville Fire Department
    The Nicholasville Fire Department is the municipal fire and emergency response agency serving the city of Nicholasville, Kentucky.
  • 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: Niceville Fire Department
Triple: [Niceville, Florida, hasEmergencyService, Niceville Fire Department]
Generated description
The Niceville Fire Department is the municipal fire and emergency response agency serving the city of Niceville, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Niceville Fire Department
Target entity description: The Niceville Fire Department is the municipal fire and emergency response agency serving the city of Niceville, Florida.
  • A. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • B. Newton Fire Department
    Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
  • C. Plantation Fire Department
    The Plantation Fire Department is the municipal fire-rescue agency responsible for providing fire protection, emergency medical services, and related public safety functions to the city of Plantation, Florida.
  • D. Mocksville Fire Department
    The Mocksville Fire Department is the municipal fire and emergency response agency serving the town of Mocksville, North Carolina.
  • E. Nicholasville Fire Department
    The Nicholasville Fire Department is the municipal fire and emergency response agency serving the city of Nicholasville, Kentucky.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5c145248190843ff3b1701074a1 completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224fd22ac81909867d0cc150986a5 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225896c4c81909e875a2d357e7bc5 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225fef06081908dcd8201def1ad95 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:05 p.m.