Triple

T16992253

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of the Mayor of Atlanta	`E412220`	entity
Predicate	oversees	`P46`	FINISHED
Object	Atlanta Fire Rescue Department (via city executive authority) The Atlanta Fire Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response within the city of Atlanta.	`E1245034`	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 (via city executive authority) | Statement: [Office of the Mayor of Atlanta, oversees, Atlanta Fire Rescue Department (via city executive authority)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Atlanta Fire Rescue Department (via city executive authority)
Context triple: [Office of the Mayor of Atlanta, oversees, Atlanta Fire Rescue Department (via city executive authority)]

A. Unified Fire Authority
Unified Fire Authority is a regional fire and emergency medical services agency serving multiple communities in Utah, providing firefighting, rescue, and disaster response.
B. Office of the Fire Marshal
The Office of the Fire Marshal is the division of San Bernardino County’s fire protection services responsible for fire code enforcement, inspections, investigations, and related public safety regulations.
C. Department of Fire and Rescue
The Department of Fire and Rescue is the public safety agency responsible for providing fire protection, emergency medical services, and rescue operations within Prince William County.
D. Alexandria Fire Department
The Alexandria Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the City of Alexandria.
E. Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
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 (via city executive authority)
Triple: [Office of the Mayor of Atlanta, oversees, Atlanta Fire Rescue Department (via city executive authority)]

Generated description

The Atlanta Fire Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response within the city of Atlanta.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Atlanta Fire Rescue Department (via city executive authority)
Target entity description: The Atlanta Fire Rescue Department is the municipal agency responsible for providing fire protection, emergency medical services, and disaster response within the city of Atlanta.

A. Unified Fire Authority
Unified Fire Authority is a regional fire and emergency medical services agency serving multiple communities in Utah, providing firefighting, rescue, and disaster response.
B. Office of the Fire Marshal
The Office of the Fire Marshal is the division of San Bernardino County’s fire protection services responsible for fire code enforcement, inspections, investigations, and related public safety regulations.
C. Department of Fire and Rescue
The Department of Fire and Rescue is the public safety agency responsible for providing fire protection, emergency medical services, and rescue operations within Prince William County.
D. Alexandria Fire Department
The Alexandria Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the City of Alexandria.
E. Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
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.