Triple

T8146106
Position Surface form Disambiguated ID Type / Status
Subject Mukwonago, Wisconsin E190214 entity
Predicate hasNearbyVillage P4647 FINISHED
Object North Prairie, Wisconsin
North Prairie, Wisconsin is a small rural village in Waukesha County known for its quiet residential character and proximity to larger southeastern Wisconsin communities.
 E712342 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: North Prairie, Wisconsin | Statement: [Mukwonago, Wisconsin, hasNearbyVillage, North Prairie, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Prairie, Wisconsin
Context triple: [Mukwonago, Wisconsin, hasNearbyVillage, North Prairie, Wisconsin]
  • A. Northport, Wisconsin
    Northport, Wisconsin is a small unincorporated community at the northern tip of the Door Peninsula that serves as the mainland ferry terminal to Washington Island.
  • B. Sun Prairie, Wisconsin, United States
    Sun Prairie, Wisconsin, United States is a small Midwestern city best known as the birthplace of renowned American modernist painter Georgia O’Keeffe.
  • C. North Fond du Lac, Wisconsin
    North Fond du Lac, Wisconsin is a small village in east-central Wisconsin that functions as a residential community adjacent to the city of Fond du Lac.
  • D. Rock Island, Wisconsin
    Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
  • E. Greenfield, Wisconsin
    Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
  • 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: North Prairie, Wisconsin
Triple: [Mukwonago, Wisconsin, hasNearbyVillage, North Prairie, Wisconsin]
Generated description
North Prairie, Wisconsin is a small rural village in Waukesha County known for its quiet residential character and proximity to larger southeastern Wisconsin communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Prairie, Wisconsin
Target entity description: North Prairie, Wisconsin is a small rural village in Waukesha County known for its quiet residential character and proximity to larger southeastern Wisconsin communities.
  • A. Northport, Wisconsin
    Northport, Wisconsin is a small unincorporated community at the northern tip of the Door Peninsula that serves as the mainland ferry terminal to Washington Island.
  • B. Sun Prairie, Wisconsin, United States
    Sun Prairie, Wisconsin, United States is a small Midwestern city best known as the birthplace of renowned American modernist painter Georgia O’Keeffe.
  • C. North Fond du Lac, Wisconsin
    North Fond du Lac, Wisconsin is a small village in east-central Wisconsin that functions as a residential community adjacent to the city of Fond du Lac.
  • D. Rock Island, Wisconsin
    Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
  • E. Greenfield, Wisconsin
    Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4447dbc48190affb0f34f6c85f5a completed March 31, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94b667d88190a0b47c7e0e07f338 completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc95c228c08190a603c1dff44ff299 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc96b02d38819085eb51c1943b3045 completed April 1, 2026, 3:53 a.m.
Created at: March 30, 2026, 5:36 p.m.