Triple

T11954686
Position Surface form Disambiguated ID Type / Status
Subject Griffin, Georgia E284519 entity
Predicate hasPublicService P6352 FINISHED
Object Griffin Fire-Rescue Department
The Griffin Fire-Rescue Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Griffin, Georgia.
 E957820 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: Griffin Fire-Rescue Department | Statement: [Griffin, Georgia, hasPublicService, Griffin Fire-Rescue Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Griffin Fire-Rescue Department
Context triple: [Griffin, Georgia, hasPublicService, Griffin Fire-Rescue Department]
  • A. Griffin Police Department
    The Griffin Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Griffin, Georgia.
  • B. 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.
  • C. 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.
  • 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. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • 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: Griffin Fire-Rescue Department
Triple: [Griffin, Georgia, hasPublicService, Griffin Fire-Rescue Department]
Generated description
The Griffin Fire-Rescue Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Griffin, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Griffin Fire-Rescue Department
Target entity description: The Griffin Fire-Rescue Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Griffin, Georgia.
  • A. Griffin Police Department
    The Griffin Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Griffin, Georgia.
  • B. 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.
  • C. 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.
  • 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. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90366fda8819083168c93abad27d4 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f471c931a88190a9d29262c62b9472 completed May 1, 2026, 9:26 a.m.
NEDg Description generation batch_69f47b7ac4048190ae09f18f1a90338f completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47db91f38819092b7b5c5e2bb489b completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:45 p.m.