Triple

T21330964
Position Surface form Disambiguated ID Type / Status
Subject Saint-Jérôme, Quebec E525895 entity
Predicate hasPublicTransitOperator P86 FINISHED
Object Transport collectif intermunicipal Laurentides 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: Transport collectif intermunicipal Laurentides | Statement: [Saint-Jérôme, Quebec, hasPublicTransitOperator, Transport collectif intermunicipal Laurentides]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport collectif intermunicipal Laurentides
Context triple: [Saint-Jérôme, Quebec, hasPublicTransitOperator, Transport collectif intermunicipal Laurentides]
  • A. Transports Québec
    Transports Québec is the provincial government agency responsible for planning, managing, and maintaining Quebec’s road and transportation infrastructure.
  • B. Société de transport de Laval
    The Société de transport de Laval is the public transit agency serving the city of Laval, Quebec, operating bus and related transportation services within the region.
  • C. Quebec City public transit network
    The Quebec City public transit network is the integrated system of buses and related services that provides urban and suburban public transportation throughout Quebec City and its surrounding boroughs.
  • D. Société de transport de Lévis
    Société de transport de Lévis is the public transit agency responsible for operating bus and related transportation services in the city of Lévis, Quebec, Canada.
  • E. Saint John Transit
    Saint John Transit is the public transportation agency serving the city of Saint John, New Brunswick, operating bus services across its various neighborhoods and districts.
  • 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: Transport collectif intermunicipal Laurentides
Target entity description: Transport collectif intermunicipal Laurentides is a regional public transit agency that operates bus services connecting multiple municipalities in the Laurentides region of Quebec.
  • A. Transports Québec
    Transports Québec is the provincial government agency responsible for planning, managing, and maintaining Quebec’s road and transportation infrastructure.
  • B. Société de transport de Laval
    The Société de transport de Laval is the public transit agency serving the city of Laval, Quebec, operating bus and related transportation services within the region.
  • C. Quebec City public transit network
    The Quebec City public transit network is the integrated system of buses and related services that provides urban and suburban public transportation throughout Quebec City and its surrounding boroughs.
  • D. Société de transport de Lévis
    Société de transport de Lévis is the public transit agency responsible for operating bus and related transportation services in the city of Lévis, Quebec, Canada.
  • E. Saint John Transit
    Saint John Transit is the public transportation agency serving the city of Saint John, New Brunswick, operating bus services across its various neighborhoods and districts.
  • F. None of above. chosen

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_69e0b51b90788190a4dd823d962626da completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7ab530a1c81909bb37c2a3407d9e6 completed April 21, 2026, 4:52 p.m.
Created at: April 16, 2026, 4:42 p.m.