Triple

T2807307
Position Surface form Disambiguated ID Type / Status
Subject Spalding County, Georgia E54082 entity
Predicate hasEmergencyService P464 FINISHED
Object Spalding County Fire Department
The Spalding County Fire Department is the primary agency responsible for fire protection, emergency medical response, and rescue services throughout Spalding County, Georgia.
 E298985 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: Spalding County Fire Department | Statement: [Spalding County, Georgia, hasEmergencyService, Spalding County Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spalding County Fire Department
Context triple: [Spalding County, Georgia, hasEmergencyService, Spalding County Fire Department]
  • A. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • B. Webster County Fire Department
    The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
  • C. Storey County Fire Protection District
    Storey County Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related emergency response within Storey County, Nevada.
  • D. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • E. Caldwell Fire Department
    The Caldwell Fire Department is the municipal fire and emergency response agency serving the Borough of Caldwell in Essex County, New Jersey.
  • 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: Spalding County Fire Department
Triple: [Spalding County, Georgia, hasEmergencyService, Spalding County Fire Department]
Generated description
The Spalding County Fire Department is the primary agency responsible for fire protection, emergency medical response, and rescue services throughout Spalding County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spalding County Fire Department
Target entity description: The Spalding County Fire Department is the primary agency responsible for fire protection, emergency medical response, and rescue services throughout Spalding County, Georgia.
  • A. LaRue County Fire and Rescue
    LaRue County Fire and Rescue is the primary emergency response agency providing fire protection and rescue services to LaRue County, Kentucky.
  • B. Webster County Fire Department
    The Webster County Fire Department is the primary firefighting and emergency response agency serving the residents and properties of Webster County, Georgia.
  • C. Storey County Fire Protection District
    Storey County Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related emergency response within Storey County, Nevada.
  • D. Coralville Fire Department
    The Coralville Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the community of Coralville, Iowa.
  • E. Caldwell Fire Department
    The Caldwell Fire Department is the municipal fire and emergency response agency serving the Borough of Caldwell in Essex County, New Jersey.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2ec2ac8190bd702ad3eafb6aed completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc678d6488190be73244b7e78f30c completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc79deb2081908b0bfa5f14395503 completed March 10, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69afc82ac1148190a254415e336ba1e3 completed March 10, 2026, 7:28 a.m.
Created at: March 6, 2026, 9:59 p.m.