Triple

T9993780
Position Surface form Disambiguated ID Type / Status
Subject Greater Toronto and Hamilton Area transit network E196949 entity
Predicate regionType P1828 FINISHED
Object Toronto–Hamilton metropolitan region E761724 NE FINISHED

How this triple was built (2 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: Toronto–Hamilton metropolitan region | Statement: [Greater Toronto and Hamilton Area transit network, regionType, Toronto–Hamilton metropolitan region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toronto–Hamilton metropolitan region
Context triple: [Greater Toronto and Hamilton Area transit network, regionType, Toronto–Hamilton metropolitan region]
  • A. Greater Toronto and Hamilton Area chosen
    The Greater Toronto and Hamilton Area is a major Canadian metropolitan region encompassing Toronto, Hamilton, and surrounding municipalities, known as a densely populated economic and cultural hub in Ontario.
  • B. Kitchener–Waterloo metropolitan area
    The Kitchener–Waterloo metropolitan area is a major urban and technology hub in southwestern Ontario, Canada, centered on the twin cities of Kitchener and Waterloo.
  • C. St. Catharines–Niagara metropolitan area
    The St. Catharines–Niagara metropolitan area is a binationally oriented urban region in Ontario, Canada, centered on the city of St. Catharines and the Niagara Peninsula near the U.S. border and Niagara Falls.
  • D. Toronto–Barrie corridor
    The Toronto–Barrie corridor is a major urban and commuter travel corridor in Ontario linking the Greater Toronto Area with the city of Barrie and surrounding communities.
  • E. Greater Toronto Area
    The Greater Toronto Area is a large metropolitan region in Ontario, Canada, encompassing Toronto and its surrounding municipalities and suburbs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcb982d5c81909779c6e9d780b399 completed April 2, 2026, 1:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d281f6bd5081908c50cc22280ce6a0 completed April 5, 2026, 3:38 p.m.
Created at: March 30, 2026, 8:50 p.m.