Triple
T11750868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2018 Toronto mayoral election |
E279398
|
entity |
| Predicate | resultingCouncilTerm |
P10497
|
FINISHED |
| Object |
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.
|
E944906
|
NE FINISHED |
How this triple was built (5 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: 2018–2022 Toronto City Council | Statement: [2018 Toronto mayoral election, resultingCouncilTerm, 2018–2022 Toronto City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2018–2022 Toronto City Council Context triple: [2018 Toronto mayoral election, resultingCouncilTerm, 2018–2022 Toronto City Council]
-
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.
Infrastructure and Environment Committee of Toronto City Council
The Infrastructure and Environment Committee of Toronto City Council is a standing committee responsible for overseeing the city’s infrastructure, transportation, public works, and environmental policies and initiatives.
-
C.
Economic and Community Development Committee of Toronto City Council
The Economic and Community Development Committee of Toronto City Council is a standing committee responsible for overseeing policies and programs related to the city’s economic growth, social services, culture, and community well-being.
-
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.
Planning and Housing Committee of Toronto City Council
The Planning and Housing Committee of Toronto City Council is a standing committee responsible for overseeing the city’s land use planning, development policies, and housing initiatives.
- 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: 2018–2022 Toronto City Council Triple: [2018 Toronto mayoral election, resultingCouncilTerm, 2018–2022 Toronto City Council]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2018–2022 Toronto City Council Target entity description: 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.
-
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.
Infrastructure and Environment Committee of Toronto City Council
The Infrastructure and Environment Committee of Toronto City Council is a standing committee responsible for overseeing the city’s infrastructure, transportation, public works, and environmental policies and initiatives.
-
C.
Economic and Community Development Committee of Toronto City Council
The Economic and Community Development Committee of Toronto City Council is a standing committee responsible for overseeing policies and programs related to the city’s economic growth, social services, culture, and community well-being.
-
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.
Planning and Housing Committee of Toronto City Council
The Planning and Housing Committee of Toronto City Council is a standing committee responsible for overseeing the city’s land use planning, development policies, and housing initiatives.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: resultingCouncilTerm Context triple: [2018 Toronto mayoral election, resultingCouncilTerm, 2018–2022 Toronto City Council]
-
A.
councilEnd
Indicates that a council or governing body's term, session, or authority has concluded at a specific point in time.
-
B.
councilOutcome
Indicates the result or decision produced by a council after its deliberation or proceedings.
-
C.
appointedTerm
Indicates that an entity has been officially assigned to hold a position or role for a specified term or duration.
-
D.
parliamentaryTerm
chosen
Indicates the specific legislative session or fixed period of time during which a parliament is formally in office and exercises its authority.
-
E.
councilPresidedOverBy
Indicates that a council or formal assembly is led, directed, or overseen by a particular person or authority.
- F. None of above.
Provenance (6 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a508b0c4819082fbcc27d559ea2f |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f01a13550081909a26f57b30d68e03 |
completed | April 28, 2026, 2:23 a.m. |
| NEDg | Description generation | batch_69f0319622c48190bee6c906f08c0a8c |
completed | April 28, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05ad36e4c8190b7239e5b33713369 |
completed | April 28, 2026, 6:59 a.m. |
| PD | Predicate disambiguation | batch_69d88a813cc48190a3dfdc60e8af80ae |
completed | April 10, 2026, 5:28 a.m. |
Created at: April 8, 2026, 9:41 p.m.