Triple

T6532636
Position Surface form Disambiguated ID Type / Status
Subject DC FEMS E152268 entity
Predicate hasDivision P35 FINISHED
Object Fire Prevention Division
The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
 E605615 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: Fire Prevention Division | Statement: [DC FEMS, hasDivision, Fire Prevention Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fire Prevention Division
Context triple: [DC FEMS, hasDivision, Fire Prevention Division]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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: Fire Prevention Division
Triple: [DC FEMS, hasDivision, Fire Prevention Division]
Generated description
The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fire Prevention Division
Target entity description: The Fire Prevention Division is the unit within DC Fire and Emergency Medical Services responsible for reducing fire risk through inspections, code enforcement, public education, and related safety programs.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69c688048ec8819093a47f7d332e12ec completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6adbe168881908ffefc4962e2893d completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d52facf48190adbbd139a7044814 completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6745b40819083fbcb2a4063e34d completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d833d84c819083ffc81bda7d35d4 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:46 p.m.