Triple

T7822269
Position Surface form Disambiguated ID Type / Status
Subject Oakville Transit E181159 entity
Predicate governingBody P46 FINISHED
Object Town of Oakville Council
The Town of Oakville Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the Town of Oakville in Ontario, Canada.
E695118 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: Town of Oakville Council | Statement: [Oakville Transit, governingBody, Town of Oakville Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Oakville Council
Context triple: [Oakville Transit, governingBody, Town of Oakville Council]
  • A. Orangeville Town Council
    Orangeville Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the town of Orangeville, Ontario.
  • B. Oshawa City Council
    Oshawa City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Oshawa, Ontario, Canada.
  • C. York Regional Council
    York Regional Council is the upper-tier municipal governing body responsible for setting policies, budgets, and strategic direction for the Regional Municipality of York in Ontario, Canada.
  • D. Mississauga City Council
    Mississauga City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Mississauga, Ontario, Canada.
  • E. Vaughan City Council
    Vaughan City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services in Vaughan, Ontario.
  • 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: Town of Oakville Council
Triple: [Oakville Transit, governingBody, Town of Oakville Council]
Generated description
The Town of Oakville Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the Town of Oakville in Ontario, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Oakville Council
Target entity description: The Town of Oakville Council is the municipal governing body responsible for setting policies, budgets, and strategic direction for the Town of Oakville in Ontario, Canada.
  • A. Orangeville Town Council
    Orangeville Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing administration in the town of Orangeville, Ontario.
  • B. Oshawa City Council
    Oshawa City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city services in Oshawa, Ontario, Canada.
  • C. York Regional Council
    York Regional Council is the upper-tier municipal governing body responsible for setting policies, budgets, and strategic direction for the Regional Municipality of York in Ontario, Canada.
  • D. Mississauga City Council
    Mississauga City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Mississauga, Ontario, Canada.
  • E. Vaughan City Council
    Vaughan City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services in Vaughan, Ontario.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa095d7081908b3e492ce58b5d5f completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14a526cc8190a8b1a3179f75ad6c completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a6fc16c8190827593f58b9d742d completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:41 p.m.