Triple

T19437667
Position Surface form Disambiguated ID Type / Status
Subject Live Oak E486264 entity
Predicate hasPublicService P6352 FINISHED
Object Suwannee County Fire Rescue
Suwannee County Fire Rescue is the county-level emergency services agency providing fire protection and emergency medical response for Suwannee County, Florida.
E1374801 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: Suwannee County Fire Rescue | Statement: [Live Oak, hasPublicService, Suwannee County Fire Rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Suwannee County Fire Rescue
Context triple: [Live Oak, hasPublicService, Suwannee County Fire Rescue]
  • A. Clay County Fire Rescue
    Clay County Fire Rescue is the county’s professional fire and emergency medical services agency responsible for firefighting, rescue operations, and emergency response.
  • B. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • C. 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.
  • D. 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.
  • E. Collier County fire and rescue services
    Collier County fire and rescue services is the county’s emergency response agency providing firefighting, rescue, and related public safety services to communities such as Golden Gate Estates in Florida.
  • 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: Suwannee County Fire Rescue
Triple: [Live Oak, hasPublicService, Suwannee County Fire Rescue]
Generated description
Suwannee County Fire Rescue is the county-level emergency services agency providing fire protection and emergency medical response for Suwannee County, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Suwannee County Fire Rescue
Target entity description: Suwannee County Fire Rescue is the county-level emergency services agency providing fire protection and emergency medical response for Suwannee County, Florida.
  • A. Clay County Fire Rescue
    Clay County Fire Rescue is the county’s professional fire and emergency medical services agency responsible for firefighting, rescue operations, and emergency response.
  • B. Osceola County Fire Rescue
    Osceola County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Osceola County, Florida.
  • C. 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.
  • D. 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.
  • E. Collier County fire and rescue services
    Collier County fire and rescue services is the county’s emergency response agency providing firefighting, rescue, and related public safety services to communities such as Golden Gate Estates in Florida.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6336281b88190b1e5ad2606d7c314 completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733e006108190b3c69d3224bc3d25 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734809dc48190b4378e168e0e35ec completed May 15, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_6a07355c10c881909f8a2a3a6b7e7dfe completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:38 p.m.