Triple

T16992300
Position Surface form Disambiguated ID Type / Status
Subject City of Atlanta government E412221 entity
Predicate hasOffice P1268 FINISHED
Object Atlanta Fire Rescue Department
The Atlanta Fire Rescue Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city of Atlanta, Georgia.
 E1245049 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: Atlanta Fire Rescue Department | Statement: [City of Atlanta government, hasOffice, Atlanta Fire Rescue Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atlanta Fire Rescue Department
Context triple: [City of Atlanta government, hasOffice, Atlanta Fire Rescue Department]
  • A. Forsyth County Fire Department
    The Forsyth County Fire Department is the primary agency responsible for fire protection, rescue operations, and emergency medical response throughout Forsyth County, Georgia.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • 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: Atlanta Fire Rescue Department
Triple: [City of Atlanta government, hasOffice, Atlanta Fire Rescue Department]
Generated description
The Atlanta Fire Rescue Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city of Atlanta, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atlanta Fire Rescue Department
Target entity description: The Atlanta Fire Rescue Department is the municipal agency responsible for fire protection, emergency medical services, and disaster response within the city of Atlanta, Georgia.
  • A. Forsyth County Fire Department
    The Forsyth County Fire Department is the primary agency responsible for fire protection, rescue operations, and emergency medical response throughout Forsyth County, Georgia.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Brandon Fire Department
    The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d283d2388190a78bf8d179e83fdc completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc14d5688190945f7ae72f724922 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.