Triple

T6179718
Position Surface form Disambiguated ID Type / Status
Subject Crescent Town E137908 entity
Predicate hasMunicipalService P6352 FINISHED
Object Toronto Paramedic Services
Toronto Paramedic Services is the municipal emergency medical service provider for the City of Toronto, delivering pre-hospital care and ambulance transport to residents and visitors.
E572883 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: Toronto Paramedic Services | Statement: [Crescent Town, hasMunicipalService, Toronto Paramedic Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toronto Paramedic Services
Context triple: [Crescent Town, hasMunicipalService, Toronto Paramedic Services]
  • A. Boston Emergency Medical Services
    Boston Emergency Medical Services is the municipal ambulance and pre-hospital emergency care provider for the city of Boston, responding to medical emergencies and coordinating closely with other public safety agencies.
  • B. Toronto Public Health
    Toronto Public Health is the municipal public health agency responsible for protecting and promoting the health of residents in the city of Toronto, Canada.
  • C. Toronto General Hospital
    Toronto General Hospital is a major teaching and research hospital in downtown Toronto, renowned for its advanced cardiac, transplant, and critical care services.
  • D. London Ambulance Service
    The London Ambulance Service is the NHS trust responsible for providing emergency medical care and ambulance services across Greater London.
  • E. Toronto Rehabilitation Institute
    Toronto Rehabilitation Institute is a leading Canadian academic health science center specializing in rehabilitation medicine, research, and patient care, and is part of the University Health Network in Toronto.
  • 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: Toronto Paramedic Services
Triple: [Crescent Town, hasMunicipalService, Toronto Paramedic Services]
Generated description
Toronto Paramedic Services is the municipal emergency medical service provider for the City of Toronto, delivering pre-hospital care and ambulance transport to residents and visitors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toronto Paramedic Services
Target entity description: Toronto Paramedic Services is the municipal emergency medical service provider for the City of Toronto, delivering pre-hospital care and ambulance transport to residents and visitors.
  • A. Boston Emergency Medical Services
    Boston Emergency Medical Services is the municipal ambulance and pre-hospital emergency care provider for the city of Boston, responding to medical emergencies and coordinating closely with other public safety agencies.
  • B. Toronto Public Health
    Toronto Public Health is the municipal public health agency responsible for protecting and promoting the health of residents in the city of Toronto, Canada.
  • C. Toronto General Hospital
    Toronto General Hospital is a major teaching and research hospital in downtown Toronto, renowned for its advanced cardiac, transplant, and critical care services.
  • D. London Ambulance Service
    The London Ambulance Service is the NHS trust responsible for providing emergency medical care and ambulance services across Greater London.
  • E. Toronto Rehabilitation Institute
    Toronto Rehabilitation Institute is a leading Canadian academic health science center specializing in rehabilitation medicine, research, and patient care, and is part of the University Health Network in Toronto.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dcb77948190b5385438f81bf0a8 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141bf3f4081909849e38d322da251 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14626cab4819092843ff0ea83a6f1 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c146d749dc8190b59f6e0001b5729d completed March 23, 2026, 1:57 p.m.
Created at: March 22, 2026, 4:18 p.m.