Triple

T23010193
Position Surface form Disambiguated ID Type / Status
Subject Toronto Paramedic Services E572883 entity
Predicate hasDivision P35 FINISHED
Object Special operations division
The Special Operations Division of Toronto Paramedic Services is a specialized unit that handles complex, high-risk, and large-scale emergency medical responses requiring advanced training and equipment.
E1566759 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: Special operations division | Statement: [Toronto Paramedic Services, hasDivision, Special operations division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special operations division
Context triple: [Toronto Paramedic Services, hasDivision, Special operations division]
  • A. special operations division
    The special operations division is a specialized unit within the Orlando Police Department responsible for handling high-risk, complex, or non-routine law enforcement operations.
  • B. special operations division
    The special operations division is a specialized unit within the Clark County Fire Department that handles complex, high-risk incidents such as technical rescues, hazardous materials responses, and other non-routine emergencies.
  • C. special operations division
    The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • E. Special Operations Division
    The Special Operations Division is a specialized unit within the Tampa Police Department responsible for handling high-risk, tactical, and non-routine law enforcement operations.
  • 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: Special operations division
Triple: [Toronto Paramedic Services, hasDivision, Special operations division]
Generated description
The Special Operations Division of Toronto Paramedic Services is a specialized unit that handles complex, high-risk, and large-scale emergency medical responses requiring advanced training and equipment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special operations division
Target entity description: The Special Operations Division of Toronto Paramedic Services is a specialized unit that handles complex, high-risk, and large-scale emergency medical responses requiring advanced training and equipment.
  • A. special operations division
    The special operations division is a specialized unit within the Orlando Police Department responsible for handling high-risk, complex, or non-routine law enforcement operations.
  • B. special operations division
    The special operations division is a specialized unit within the Clark County Fire Department that handles complex, high-risk incidents such as technical rescues, hazardous materials responses, and other non-routine emergencies.
  • C. special operations division
    The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • E. Special Operations Division
    The Special Operations Division is a specialized unit within the Tampa Police Department responsible for handling high-risk, tactical, and non-routine law enforcement operations.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18359f5548190b15a139eb09e30a0 completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2a4a994819080e3aec3bc83d30f completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfa853e448190ad7525deb3d181a7 completed May 19, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfd3776008190a7f17a0107fb4e58 completed May 19, 2026, 6:03 a.m.
Created at: April 17, 2026, 3:51 p.m.