Triple

T13075172
Position Surface form Disambiguated ID Type / Status
Subject Minnesota State Highway 23 E329553 entity
Predicate passesThrough P225 FINISHED
Object Cold Spring, Minnesota
Cold Spring, Minnesota is a small central Minnesota city known for its granite industry, scenic setting along the Sauk River, and close-knit community.
 E1023311 NE FINISHED

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: Cold Spring, Minnesota | Statement: [Minnesota State Highway 23, passesThrough, Cold Spring, Minnesota]

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: Cold Spring, Minnesota
Context triple: [Minnesota State Highway 23, passesThrough, Cold Spring, Minnesota]
  • A. Stillwater, Minnesota
    Stillwater, Minnesota is a historic city on the St. Croix River known as one of the oldest towns in the state and a popular tourist destination for its preserved downtown and scenic riverfront.
  • B. Crosby, Minnesota
    Crosby, Minnesota is a small city in central Minnesota known for its mining history and access to outdoor recreation in the Cuyuna Lakes region.
  • C. Crosslake, Minnesota
    Crosslake, Minnesota is a small resort and lake community in Crow Wing County known for its recreational opportunities in the Brainerd Lakes Area.
  • D. Lindstrom, Minnesota
    Lindstrom, Minnesota is a small city in eastern Minnesota known for its strong Swedish heritage and lakeside community character.
  • E. Spring Valley, Minnesota
    Spring Valley, Minnesota is a small city in southeastern Minnesota known for its rural community character and proximity to agricultural and natural areas.
  • 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: Cold Spring, Minnesota
Target entity description: Cold Spring, Minnesota is a small central Minnesota city known for its granite industry, scenic setting along the Sauk River, and close-knit community.
  • A. Stillwater, Minnesota
    Stillwater, Minnesota is a historic city on the St. Croix River known as one of the oldest towns in the state and a popular tourist destination for its preserved downtown and scenic riverfront.
  • B. Crosby, Minnesota
    Crosby, Minnesota is a small city in central Minnesota known for its mining history and access to outdoor recreation in the Cuyuna Lakes region.
  • C. Crosslake, Minnesota
    Crosslake, Minnesota is a small resort and lake community in Crow Wing County known for its recreational opportunities in the Brainerd Lakes Area.
  • D. Lindstrom, Minnesota
    Lindstrom, Minnesota is a small city in eastern Minnesota known for its strong Swedish heritage and lakeside community character.
  • E. Spring Valley, Minnesota
    Spring Valley, Minnesota is a small city in southeastern Minnesota known for its rural community character and proximity to agricultural and natural areas.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cold Spring, Minnesota
Triple: [Minnesota State Highway 23, passesThrough, Cold Spring, Minnesota]
Generated description
Cold Spring, Minnesota is a small central Minnesota city known for its granite industry, scenic setting along the Sauk River, and close-knit community.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d80771749c81909a6d9197b9504872 elicitation completed
NER batch_69d98117209081908272021013df2222 ner completed
NED1 batch_69f6e27058dc8190a64e1a929f296619 ned_source_triple completed
NED2 batch_69f6e7490cc48190b596338cd3a0fd22 ned_description completed
NEDg batch_69f6e6a8b15081908d80cd63b0c423f6 nedg completed
Created at: April 9, 2026, 9 p.m.