Triple
T12169001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Bruce Ford |
E289904
|
entity |
| Predicate | electedIn |
P1239
|
FINISHED |
| Object |
2010 Toronto mayoral election
The 2010 Toronto mayoral election was the municipal contest in which Rob Ford won the mayoralty of Toronto, marking a major shift toward a populist, fiscally conservative agenda in the city’s politics.
|
E964718
|
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: 2010 Toronto mayoral election | Statement: [Robert Bruce Ford, electedIn, 2010 Toronto mayoral election]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2010 Toronto mayoral election Context triple: [Robert Bruce Ford, electedIn, 2010 Toronto mayoral election]
-
A.
2018 Toronto mayoral election
The 2018 Toronto mayoral election was a municipal contest in which voters in Toronto, Ontario, chose their mayor and city leadership for the 2018–2022 term.
-
B.
Toronto City Council
Toronto City Council is the municipal legislative body responsible for making bylaws, setting policies, and overseeing the governance of the city of Toronto, Canada.
-
C.
2018–2022 Toronto City Council
The 2018–2022 Toronto City Council was the municipal governing body of Toronto serving a four-year term following the 2018 municipal elections, overseeing city bylaws, budgets, and local policy decisions.
-
D.
Toronto City Council Ward 2 Etobicoke North
Toronto City Council Ward 2 Etobicoke North is a former municipal electoral district in Toronto, Ontario, that was notably represented for many years by Rob Ford.
-
E.
City of Mississauga Ward 5
City of Mississauga Ward 5 is a municipal electoral district in Mississauga, Ontario, that includes the community of Malton and surrounding areas.
- 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: 2010 Toronto mayoral election Triple: [Robert Bruce Ford, electedIn, 2010 Toronto mayoral election]
Generated description
The 2010 Toronto mayoral election was the municipal contest in which Rob Ford won the mayoralty of Toronto, marking a major shift toward a populist, fiscally conservative agenda in the city’s politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2010 Toronto mayoral election Target entity description: The 2010 Toronto mayoral election was the municipal contest in which Rob Ford won the mayoralty of Toronto, marking a major shift toward a populist, fiscally conservative agenda in the city’s politics.
-
A.
2018 Toronto mayoral election
The 2018 Toronto mayoral election was a municipal contest in which voters in Toronto, Ontario, chose their mayor and city leadership for the 2018–2022 term.
-
B.
Toronto City Council
Toronto City Council is the municipal legislative body responsible for making bylaws, setting policies, and overseeing the governance of the city of Toronto, Canada.
-
C.
2018–2022 Toronto City Council
The 2018–2022 Toronto City Council was the municipal governing body of Toronto serving a four-year term following the 2018 municipal elections, overseeing city bylaws, budgets, and local policy decisions.
-
D.
Toronto City Council Ward 2 Etobicoke North
Toronto City Council Ward 2 Etobicoke North is a former municipal electoral district in Toronto, Ontario, that was notably represented for many years by Rob Ford.
-
E.
City of Mississauga Ward 5
City of Mississauga Ward 5 is a municipal electoral district in Mississauga, Ontario, that includes the community of Malton and surrounding areas.
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915d85c088190a74fb7590877659b |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a45568819090662cd3547c9253 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5ff826ea08190a6780351e4b927ac |
completed | May 2, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6018b4088819092b8b97089068fae |
completed | May 2, 2026, 1:52 p.m. |
Created at: April 8, 2026, 9:50 p.m.