Triple

T21135172
Position Surface form Disambiguated ID Type / Status
Subject South Frontenac E520796 entity
Predicate locatedWithinCensusDivision P32184 FINISHED
Object Frontenac census division — NE NERFINISHED

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: Frontenac census division | Statement: [South Frontenac, locatedWithinCensusDivision, Frontenac census division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontenac census division
Context triple: [South Frontenac, locatedWithinCensusDivision, Frontenac census division]
  • A. Les Deux-Montagnes census division
    Les Deux-Montagnes census division is an administrative and statistical region in southwestern Quebec, Canada, that encompasses several municipalities northwest of Montreal.
  • B. Lévis census division
    Lévis census division is a regional statistical area in Quebec, Canada, centered on the city of Lévis and used for demographic and administrative purposes.
  • C. La Côte-de-Beaupré Regional County Municipality
    La Côte-de-Beaupré Regional County Municipality is an administrative region along the north shore of the Saint Lawrence River in Quebec, Canada, known for its historic parishes and proximity to Quebec City.
  • D. Beauharnois-Salaberry Regional County Municipality
    Beauharnois-Salaberry Regional County Municipality is an administrative region in southwestern Quebec, Canada, encompassing several municipalities including the city of Salaberry-de-Valleyfield.
  • E. Bécancour Regional County Municipality
    Bécancour Regional County Municipality is an administrative regional county municipality in the Centre-du-Québec region of Quebec, Canada, encompassing several municipalities including the city of Bécancour.
  • 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: Frontenac census division
Target entity description: Frontenac census division is an administrative census area in eastern Ontario, Canada, that includes municipalities such as South Frontenac and the city of Kingston.
  • A. Les Deux-Montagnes census division
    Les Deux-Montagnes census division is an administrative and statistical region in southwestern Quebec, Canada, that encompasses several municipalities northwest of Montreal.
  • B. Lévis census division
    Lévis census division is a regional statistical area in Quebec, Canada, centered on the city of Lévis and used for demographic and administrative purposes.
  • C. La Côte-de-Beaupré Regional County Municipality
    La Côte-de-Beaupré Regional County Municipality is an administrative region along the north shore of the Saint Lawrence River in Quebec, Canada, known for its historic parishes and proximity to Quebec City.
  • D. Beauharnois-Salaberry Regional County Municipality
    Beauharnois-Salaberry Regional County Municipality is an administrative region in southwestern Quebec, Canada, encompassing several municipalities including the city of Salaberry-de-Valleyfield.
  • E. Bécancour Regional County Municipality
    Bécancour Regional County Municipality is an administrative regional county municipality in the Centre-du-Québec region of Quebec, Canada, encompassing several municipalities including the city of Bécancour.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: locatedWithinCensusDivision
Context triple: [South Frontenac, locatedWithinCensusDivision, Frontenac census division]
  • A. isInCensusDivision chosen
    Indicates that one entity (typically a geographic area or administrative unit) belongs to or is contained within a specified census division.
  • B. isInCensusSubdivision
    Indicates that one entity is located within, or falls under the jurisdiction of, a specific census subdivision.
  • C. hasCensusSubdivision
    Indicates that an entity (typically a larger administrative area) includes or is associated with a specific census-defined subdivision within it.
  • D. hasCensusDivisionCode
    Indicates that an entity is associated with a specific census division identified by a particular code.
  • E. hasNeighborCensusDivision
    Indicates that one census division is geographically adjacent to another census division.
  • F. None of above.

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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e723592fd48190ba5977a1b229d51e completed April 21, 2026, 7:12 a.m.
PD Predicate disambiguation batch_69e5f5ed6c8c8190b31092a5d4c3de5d completed April 20, 2026, 9:46 a.m.
Created at: April 16, 2026, 2:57 p.m.