Triple
T23010190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto Paramedic Services |
E572883
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Toronto EMS |
—
|
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 EMS | Statement: [Toronto Paramedic Services, alsoKnownAs, Toronto EMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto EMS Context triple: [Toronto Paramedic Services, alsoKnownAs, Toronto EMS]
-
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.
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.
-
D.
Office of Emergency Medical Services
The Office of Emergency Medical Services is a state-level agency responsible for overseeing and coordinating emergency medical care systems, including EMS provider certification, training, and regulatory standards.
-
E.
Toronto Fire Services
Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
- 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.