Triple

T22172579
Position Surface form Disambiguated ID Type / Status
Subject Township of Springwater E547958 entity
Predicate hasAdministrativeCentre P1474 FINISHED
Object Midhurst, Ontario NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Midhurst, Ontario | Statement: [Township of Springwater, hasAdministrativeCentre, Midhurst, Ontario]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Midhurst, Ontario
Context triple: [Township of Springwater, hasAdministrativeCentre, Midhurst, Ontario]
  • A. Milverton, Ontario
    Milverton, Ontario is a small rural community in southwestern Ontario that serves as a local service and agricultural centre within Perth County.
  • B. Milburn, Ontario
    Milburn, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
  • C. Morrisburg, Ontario
    Morrisburg, Ontario is a small community along the St. Lawrence River in Eastern Ontario, known for its historic waterfront, proximity to Upper Canada Village, and role in the St. Lawrence Seaway project.
  • D. Hartington, Ontario
    Hartington, Ontario is a small rural community within the township of South Frontenac in eastern Ontario, Canada.
  • E. Milford, Ontario
    Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
  • 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: Midhurst, Ontario
Target entity description: Midhurst, Ontario is a small community in Simcoe County that serves as the administrative centre for the surrounding Township of Springwater.
  • A. Milverton, Ontario
    Milverton, Ontario is a small rural community in southwestern Ontario that serves as a local service and agricultural centre within Perth County.
  • B. Milburn, Ontario
    Milburn, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
  • C. Morrisburg, Ontario
    Morrisburg, Ontario is a small community along the St. Lawrence River in Eastern Ontario, known for its historic waterfront, proximity to Upper Canada Village, and role in the St. Lawrence Seaway project.
  • D. Hartington, Ontario
    Hartington, Ontario is a small rural community within the township of South Frontenac in eastern Ontario, Canada.
  • E. Milford, Ontario
    Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e11e3d53f88190a2b690e3f25bb062 elicitation completed
NER batch_69f12a69c12c8190a03177b5b740456a ner completed
Created at: April 16, 2026, 8:34 p.m.