Triple
T15771850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saskatoon Transit |
E382379
|
entity |
| Predicate | hasParentOrganization |
P10
|
FINISHED |
| Object |
City of Saskatoon Transportation and Utilities Department
The City of Saskatoon Transportation and Utilities Department is the municipal division responsible for overseeing the city’s transportation systems, utilities, and related infrastructure services.
|
E1175323
|
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: City of Saskatoon Transportation and Utilities Department | Statement: [Saskatoon Transit, hasParentOrganization, City of Saskatoon Transportation and Utilities Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Saskatoon Transportation and Utilities Department Context triple: [Saskatoon Transit, hasParentOrganization, City of Saskatoon Transportation and Utilities Department]
-
A.
Saskatoon City Council
Saskatoon City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Saskatoon, Saskatchewan.
-
B.
Saskatoon Transit
Saskatoon Transit is the public transportation agency that operates the city bus network in Saskatoon, Saskatchewan, Canada.
-
C.
City of Mississauga Transportation and Works Department
The City of Mississauga Transportation and Works Department is the municipal division responsible for planning, operating, and maintaining Mississauga’s transportation systems and related public infrastructure.
-
D.
Saskatchewan Ministry of Parks, Culture and Sport
The Saskatchewan Ministry of Parks, Culture and Sport is a provincial government department responsible for managing Saskatchewan’s parks system, preserving cultural and heritage resources, and promoting sport and recreation across the province.
-
E.
City of Toronto Works Department
The City of Toronto Works Department was a municipal agency responsible for managing and operating public infrastructure and services in Toronto, including transportation systems such as the Toronto Civic Railways.
- 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: City of Saskatoon Transportation and Utilities Department Triple: [Saskatoon Transit, hasParentOrganization, City of Saskatoon Transportation and Utilities Department]
Generated description
The City of Saskatoon Transportation and Utilities Department is the municipal division responsible for overseeing the city’s transportation systems, utilities, and related infrastructure services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Saskatoon Transportation and Utilities Department Target entity description: The City of Saskatoon Transportation and Utilities Department is the municipal division responsible for overseeing the city’s transportation systems, utilities, and related infrastructure services.
-
A.
Saskatoon City Council
Saskatoon City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing the administration of the city of Saskatoon, Saskatchewan.
-
B.
Saskatoon Transit
Saskatoon Transit is the public transportation agency that operates the city bus network in Saskatoon, Saskatchewan, Canada.
-
C.
City of Mississauga Transportation and Works Department
The City of Mississauga Transportation and Works Department is the municipal division responsible for planning, operating, and maintaining Mississauga’s transportation systems and related public infrastructure.
-
D.
Saskatchewan Ministry of Parks, Culture and Sport
The Saskatchewan Ministry of Parks, Culture and Sport is a provincial government department responsible for managing Saskatchewan’s parks system, preserving cultural and heritage resources, and promoting sport and recreation across the province.
-
E.
City of Toronto Works Department
The City of Toronto Works Department was a municipal agency responsible for managing and operating public infrastructure and services in Toronto, including transportation systems such as the Toronto Civic Railways.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e051976d248190adddd3db9f758e22 |
completed | April 16, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff877c5ae88190aeb500bb5f0d73f7 |
completed | May 9, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_69ff885d33708190adb157afa7dc2e07 |
completed | May 9, 2026, 7:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8948cc68819085c3953226236394 |
completed | May 9, 2026, 7:21 p.m. |
Created at: April 10, 2026, 4:47 a.m.