Triple

T8980971
Position Surface form Disambiguated ID Type / Status
Subject Herriman E214523 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object 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.
 E769265 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: Unified Fire Authority | Statement: [Herriman, hasPublicSafetyService, Unified Fire Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Unified Fire Authority
Context triple: [Herriman, hasPublicSafetyService, Unified Fire Authority]
  • A. 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.
  • B. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • C. National Fire Prevention and Control Administration
    The National Fire Prevention and Control Administration was a former U.S. federal agency responsible for coordinating national efforts in fire prevention, safety, and control.
  • D. Office of Insurance and Safety Fire Commissioner
    The Office of Insurance and Safety Fire Commissioner is a Georgia state agency responsible for regulating the insurance industry and enforcing fire safety laws and building codes to protect consumers and property.
  • E. 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.
  • 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: Unified Fire Authority
Triple: [Herriman, hasPublicSafetyService, Unified Fire Authority]
Generated description
Unified Fire Authority is a regional fire and emergency medical services agency serving multiple communities in Utah, providing firefighting, rescue, and disaster response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Unified Fire Authority
Target entity description: Unified Fire Authority is a regional fire and emergency medical services agency serving multiple communities in Utah, providing firefighting, rescue, and disaster response.
  • A. 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.
  • B. Bureau of Fire Protection
    The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
  • C. National Fire Prevention and Control Administration
    The National Fire Prevention and Control Administration was a former U.S. federal agency responsible for coordinating national efforts in fire prevention, safety, and control.
  • D. Office of Insurance and Safety Fire Commissioner
    The Office of Insurance and Safety Fire Commissioner is a Georgia state agency responsible for regulating the insurance industry and enforcing fire safety laws and building codes to protect consumers and property.
  • E. 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.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67a76f748190a4abad5d53d58fa8 completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc974f0f8819085c63deb53b95b80 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfca11f7b8819082ea5c74f700cf4b completed April 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69cfca735c50819088c2805c62d96d62 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 7:03 p.m.