Triple
T23010092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto Police Service |
E572881
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object | Toronto Paramedic Services |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Toronto Police Service, cooperatesWith, Toronto Paramedic Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto Paramedic Services Context triple: [Toronto Police Service, cooperatesWith, Toronto Paramedic Services]
-
A.
Toronto Paramedic Services
chosen
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.
-
B.
York Region Paramedic Services
York Region Paramedic Services is the primary emergency medical services provider for Ontario’s York Region, delivering pre-hospital care and ambulance transport in coordination with local fire and rescue agencies.
-
C.
Toronto Fire Services
Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
-
D.
Winnipeg Fire Paramedic Service
The Winnipeg Fire Paramedic Service is the integrated municipal agency responsible for providing both firefighting and emergency medical services to the city of Winnipeg, Manitoba.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.