Triple

T19845177
Position Surface form Disambiguated ID Type / Status
Subject Minnesota State Highway 13 E476840 entity
Predicate passesThrough P225 FINISHED
Object Madison Lake, Minnesota
Madison Lake, Minnesota is a small lakeside city in Blue Earth County known for its recreational opportunities and location along key regional routes in south-central Minnesota.
E1401512 NE FINISHED

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: Madison Lake, Minnesota | Statement: [Minnesota State Highway 13, passesThrough, Madison Lake, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison Lake, Minnesota
Context triple: [Minnesota State Highway 13, passesThrough, Madison Lake, Minnesota]
  • A. Howard Lake, Minnesota
    Howard Lake, Minnesota is a small city in central Minnesota known for its namesake lake, community events, and location within the Twin Cities metropolitan area’s outer region.
  • B. Heron Lake, Minnesota
    Heron Lake, Minnesota is a small rural city in southwestern Minnesota known for its agricultural surroundings and proximity to the lake of the same name.
  • C. Prior Lake, Minnesota
    Prior Lake, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its lakes, residential communities, and recreational amenities.
  • D. Medicine Lake, Minnesota
    Medicine Lake, Minnesota is a small lakeside city in Hennepin County known for its residential character and proximity to the Minneapolis–Saint Paul metropolitan area.
  • E. Big Lake, Minnesota
    Big Lake, Minnesota is a small city in Sherburne County that functions as a suburban community northwest of Minneapolis–Saint Paul, known in part for being a terminus and stop on the Northstar commuter rail line.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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: Madison Lake, Minnesota
Triple: [Minnesota State Highway 13, passesThrough, Madison Lake, Minnesota]
Generated description
Madison Lake, Minnesota is a small lakeside city in Blue Earth County known for its recreational opportunities and location along key regional routes in south-central Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison Lake, Minnesota
Target entity description: Madison Lake, Minnesota is a small lakeside city in Blue Earth County known for its recreational opportunities and location along key regional routes in south-central Minnesota.
  • A. Howard Lake, Minnesota
    Howard Lake, Minnesota is a small city in central Minnesota known for its namesake lake, community events, and location within the Twin Cities metropolitan area’s outer region.
  • B. Heron Lake, Minnesota
    Heron Lake, Minnesota is a small rural city in southwestern Minnesota known for its agricultural surroundings and proximity to the lake of the same name.
  • C. Prior Lake, Minnesota
    Prior Lake, Minnesota is a suburban city in the Minneapolis–Saint Paul metropolitan area known for its lakes, residential communities, and recreational amenities.
  • D. Medicine Lake, Minnesota
    Medicine Lake, Minnesota is a small lakeside city in Hennepin County known for its residential character and proximity to the Minneapolis–Saint Paul metropolitan area.
  • E. Big Lake, Minnesota
    Big Lake, Minnesota is a small city in Sherburne County that functions as a suburban community northwest of Minneapolis–Saint Paul, known in part for being a terminus and stop on the Northstar commuter rail line.
  • F. None of above. chosen

Provenance (5 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658091c608190b4eb9bcedd88e147 completed April 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea3552c081908bc22d934bdbfe2c completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ee0b16f08190b95fc219d29fa571 completed May 16, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_6a07ee61b4a08190801313d0ab01508d completed May 16, 2026, 4:11 a.m.
Created at: April 10, 2026, 1:51 p.m.