Triple

T23010136
Position Surface form Disambiguated ID Type / Status
Subject Toronto Fire Services E572882 entity
Predicate collaboratesWith P37 FINISHED
Object Office of the Fire Marshal and Emergency Management of Ontario — NE NERFINISHED

How this triple was built (3 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 and Emergency Management of Ontario | Statement: [Toronto Fire Services, collaboratesWith, Office of the Fire Marshal and Emergency Management of Ontario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office of the Fire Marshal and Emergency Management of Ontario
Context triple: [Toronto Fire Services, collaboratesWith, Office of the Fire Marshal and Emergency Management of Ontario]
  • 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. Ontario Ministry of Municipal Affairs and Housing
    The Ontario Ministry of Municipal Affairs and Housing is a provincial government department responsible for overseeing municipal governance, land-use planning, and housing policy in Ontario.
  • 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. National Fire Agency
    The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Office of the Fire Marshal and Emergency Management of Ontario
Target entity description: The Office of the Fire Marshal and Emergency Management of Ontario is a provincial agency responsible for overseeing fire safety, investigation, and emergency management coordination across Ontario.
  • 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. Ontario Ministry of Municipal Affairs and Housing
    The Ontario Ministry of Municipal Affairs and Housing is a provincial government department responsible for overseeing municipal governance, land-use planning, and housing policy in Ontario.
  • 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. National Fire Agency
    The National Fire Agency is Taiwan’s central government body responsible for nationwide fire protection, emergency rescue, and disaster management services.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18359f5548190b15a139eb09e30a0 completed April 29, 2026, 4:04 a.m.
Created at: April 17, 2026, 3:51 p.m.