Triple

T4436954
Position Surface form Disambiguated ID Type / Status
Subject San Bernardino County Fire Protection District E95673 entity
Predicate hasOrganizationalUnit P254 FINISHED
Object 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.
E440221 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: Office of the Fire Marshal | Statement: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Office of the Fire Marshal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of the Fire Marshal
Context triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Office of the Fire Marshal]
  • A. 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.
  • B. 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.
  • C. Fire Prevention Bureau
    The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
  • D. 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.
  • E. Oregon State Fire Marshal
    The Oregon State Fire Marshal is the state agency responsible for fire prevention, fire and life safety code enforcement, and coordinating statewide fire protection and investigation efforts in Oregon.
  • 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: Office of the Fire Marshal
Triple: [San Bernardino County Fire Protection District, hasOrganizationalUnit, Office of the Fire Marshal]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of the Fire Marshal
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Fire Prevention Bureau
    The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
  • D. 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.
  • E. Oregon State Fire Marshal
    The Oregon State Fire Marshal is the state agency responsible for fire prevention, fire and life safety code enforcement, and coordinating statewide fire protection and investigation efforts in Oregon.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558b1d4481909060ede5e0ded4bc completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137960908190814cbdf0b4e56542 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61439a86c8190849c5af718ddc647 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614d6106c81908a601f540622f934 completed March 15, 2026, 2:09 a.m.
Created at: March 12, 2026, 11:31 p.m.