Triple

T3662266
Position Surface form Disambiguated ID Type / Status
Subject Fairburn, Georgia E77675 entity
Predicate hasPublicService P6352 FINISHED
Object Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
 E377808 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: Fairburn Fire Department | Statement: [Fairburn, Georgia, hasPublicService, Fairburn Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fairburn Fire Department
Context triple: [Fairburn, Georgia, hasPublicService, Fairburn Fire Department]
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • C. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • D. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • E. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • 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: Fairburn Fire Department
Triple: [Fairburn, Georgia, hasPublicService, Fairburn Fire Department]
Generated description
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fairburn Fire Department
Target entity description: The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • A. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • B. Upland Borough Fire Department
    The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
  • C. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • D. Sanger Fire Department
    The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
  • E. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d826d88190b0b50e8592088a36 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48846af9881909d71d63b8bd8d141 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b4898cae348190871b63b8aabef963 completed March 13, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
Created at: March 8, 2026, 3:25 p.m.