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.