Triple

T7688534
Position Surface form Disambiguated ID Type / Status
Subject Florida Department of Financial Services E174185 entity
Predicate hasOffice P1268 FINISHED
Object Division of State Fire Marshal
The Division of State Fire Marshal is a Florida state agency responsible for fire safety regulation, investigation, prevention, and enforcement of fire codes and standards.
 E680822 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: Division of State Fire Marshal | Statement: [Florida Department of Financial Services, hasOffice, Division of State Fire Marshal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Division of State Fire Marshal
Context triple: [Florida Department of Financial Services, hasOffice, Division of State Fire Marshal]
  • 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. Office of Fire Prevention and Control
    The Office of Fire Prevention and Control is a New York State agency responsible for fire safety regulation, firefighter training, and support for fire services across the state.
  • 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 Fire Investigation
    The Office of Fire Investigation is a specialized unit within the Chicago Fire Department responsible for determining the origin and cause of fires and explosions in the city.
  • E. Division of Fire and Life Safety
    The Division of Fire and Life Safety is a public safety agency in Alaska responsible for fire prevention, building and life safety code enforcement, and related emergency services.
  • 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: Division of State Fire Marshal
Triple: [Florida Department of Financial Services, hasOffice, Division of State Fire Marshal]
Generated description
The Division of State Fire Marshal is a Florida state agency responsible for fire safety regulation, investigation, prevention, and enforcement of fire codes and standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Division of State Fire Marshal
Target entity description: The Division of State Fire Marshal is a Florida state agency responsible for fire safety regulation, investigation, prevention, and enforcement of fire codes and standards.
  • 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. Office of Fire Prevention and Control
    The Office of Fire Prevention and Control is a New York State agency responsible for fire safety regulation, firefighter training, and support for fire services across the state.
  • 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 Fire Investigation
    The Office of Fire Investigation is a specialized unit within the Chicago Fire Department responsible for determining the origin and cause of fires and explosions in the city.
  • E. Division of Fire and Life Safety
    The Division of Fire and Life Safety is a public safety agency in Alaska responsible for fire prevention, building and life safety code enforcement, and related emergency services.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70240bd7c81908b7f330abf97acca completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a261019c8190b8ef53bfb611cef4 completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:02 p.m.