Triple
T6179717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crescent Town |
E137908
|
entity |
| Predicate | hasMunicipalService |
P6352
|
FINISHED |
| Object |
Toronto Fire Services
Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
|
E572882
|
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 Fire Services | Statement: [Crescent Town, hasMunicipalService, Toronto Fire Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto Fire Services Context triple: [Crescent Town, hasMunicipalService, Toronto Fire Services]
-
A.
Vaughan Fire and Rescue Service
Vaughan Fire and Rescue Service is the municipal fire protection and emergency response agency serving the city of Vaughan in Ontario, Canada.
-
B.
Montreal fire department
The Montreal fire department is the municipal emergency service responsible for fire prevention, firefighting, and rescue operations across the city of Montreal and its boroughs.
-
C.
Halifax Regional Fire and Emergency
Halifax Regional Fire and Emergency is the municipal fire and emergency services department responsible for fire protection, rescue, and related emergency response across the Halifax Regional Municipality in Nova Scotia, Canada.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Detroit Fire Department
The Detroit Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Detroit, Michigan.
- 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 Fire Services Triple: [Crescent Town, hasMunicipalService, Toronto Fire Services]
Generated description
Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toronto Fire Services Target entity description: Toronto Fire Services is the municipal fire and emergency response department serving the city of Toronto, Ontario, Canada.
-
A.
Vaughan Fire and Rescue Service
Vaughan Fire and Rescue Service is the municipal fire protection and emergency response agency serving the city of Vaughan in Ontario, Canada.
-
B.
Montreal fire department
The Montreal fire department is the municipal emergency service responsible for fire prevention, firefighting, and rescue operations across the city of Montreal and its boroughs.
-
C.
Halifax Regional Fire and Emergency
Halifax Regional Fire and Emergency is the municipal fire and emergency services department responsible for fire protection, rescue, and related emergency response across the Halifax Regional Municipality in Nova Scotia, Canada.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Detroit Fire Department
The Detroit Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Detroit, Michigan.
- 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.