Triple

T19923244
Position Surface form Disambiguated ID Type / Status
Subject Toronto–Niagara Falls corridor E478852 entity
Predicate includesCity P3207 FINISHED
Object Hamilton — NE NERFINISHED

How this triple was built (3 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: Hamilton | Statement: [Toronto–Niagara Falls corridor, includesCity, Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton
Context triple: [Toronto–Niagara Falls corridor, includesCity, Hamilton]
  • A. Hamilton
    Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
  • B. Hamilton
    Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • C. Hamilton
    Hamilton is a common English and Scottish surname borne by numerous notable figures in politics, the arts, sports, and other fields.
  • D. Hamilton
    Hamilton is a small city in western Montana known as a regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
  • E. Hamilton
    Hamilton is a named corner on the Snetterton motor racing circuit in Norfolk, England, commonly featured in car and motorcycle racing events.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton
Target entity description: Hamilton is a port city in Ontario, Canada, known for its steel industry, waterfront on Lake Ontario, and proximity to the Niagara Escarpment.
  • A. Hamilton chosen
    Hamilton is a major industrial port city in Ontario, Canada, known for its steel production and location on the western tip of Lake Ontario.
  • B. Hamilton
    Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
  • C. Hamilton
    Hamilton is a residential neighbourhood located in the eastern part of Richmond, British Columbia, known for its suburban character and proximity to the Fraser River.
  • D. Hamilton
    Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
  • E. Hamilton
    Hamilton is a city in southwestern Ohio that serves as the county seat of Butler County and is part of the Cincinnati metropolitan area.
  • F. None of above.

Provenance (2 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659c7be948190a65a1c78ba68dff3 completed April 20, 2026, 4:52 p.m.
Created at: April 10, 2026, 1:53 p.m.