Triple

T20597136
Position Surface form Disambiguated ID Type / Status
Subject Lake County, Montana E506078 entity
Predicate hasMajorCommunity P2321 FINISHED
Object Ronan, Montana 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: Ronan, Montana | Statement: [Lake County, Montana, hasMajorCommunity, Ronan, Montana]

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: Ronan, Montana
Context triple: [Lake County, Montana, hasMajorCommunity, Ronan, Montana]
  • A. Townsend, Montana
    Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
  • B. Rexford, Montana
    Rexford, Montana is a small town in northwestern Montana known for its proximity to Lake Koocanusa and outdoor recreation opportunities such as boating, fishing, and camping.
  • C. Broadus, Montana
    Broadus, Montana is a small rural town in Powder River County known as a ranching community in the sparsely populated plains of eastern Montana.
  • D. Toston, Montana
    Toston, Montana is a small unincorporated community and census-designated place in southwestern Montana, located along the Missouri River.
  • E. Winston, Montana
    Winston, Montana is a small unincorporated community in Broadwater County known for its proximity to Canyon Ferry Lake and outdoor recreation opportunities.
  • 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: Ronan, Montana
Target entity description: Ronan, Montana is a small agricultural town on the Flathead Indian Reservation in northwestern Montana, known for its farming community and scenic views of the Mission Mountains.
  • A. Townsend, Montana
    Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
  • B. Rexford, Montana
    Rexford, Montana is a small town in northwestern Montana known for its proximity to Lake Koocanusa and outdoor recreation opportunities such as boating, fishing, and camping.
  • C. Broadus, Montana
    Broadus, Montana is a small rural town in Powder River County known as a ranching community in the sparsely populated plains of eastern Montana.
  • D. Toston, Montana
    Toston, Montana is a small unincorporated community and census-designated place in southwestern Montana, located along the Missouri River.
  • E. Winston, Montana
    Winston, Montana is a small unincorporated community in Broadwater County known for its proximity to Canyon Ferry Lake and outdoor recreation opportunities.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e0b4ba6ae88190af871e1f9522c704 elicitation completed
NER batch_69e6aa1d15b08190a720fc7cefbf333e ner completed
Created at: April 16, 2026, 11:40 a.m.