Triple

T1617100
Position Surface form Disambiguated ID Type / Status
Subject Waterloo, Ontario E34744 entity
Predicate governingBody P46 FINISHED
Object Waterloo City Council
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
E183095 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: Waterloo City Council | Statement: [Waterloo, Ontario, governingBody, Waterloo City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waterloo City Council
Context triple: [Waterloo, Ontario, governingBody, Waterloo City Council]
  • A. Winnipeg City Council
    Winnipeg City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing the governance of the city of Winnipeg, Manitoba, Canada.
  • B. Ottawa City Council
    Ottawa City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services for Ottawa, Ontario, Canada.
  • C. 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.
  • D. City of Montreal Council
    The City of Montreal Council is the primary municipal legislative body responsible for making citywide policies, bylaws, and budget decisions for Montreal.
  • 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: Waterloo City Council
Triple: [Waterloo, Ontario, governingBody, Waterloo City Council]
Generated description
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waterloo City Council
Target entity description: Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
  • A. Winnipeg City Council
    Winnipeg City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing the governance of the city of Winnipeg, Manitoba, Canada.
  • B. Ottawa City Council
    Ottawa City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing city services for Ottawa, Ontario, Canada.
  • C. 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.
  • D. City of Montreal Council
    The City of Montreal Council is the primary municipal legislative body responsible for making citywide policies, bylaws, and budget decisions for Montreal.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909abbec081908f95547471530ad5 completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51cf7b7c8190847ab6795fb5613b completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad52dee83c819080b58e67dcd7bb2b completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad534ab0d88190acaa8a5e66fcb0d6 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.