Triple

T2347421
Position Surface form Disambiguated ID Type / Status
Subject Richland Center, Wisconsin E45162 entity
Predicate locatedIn P40 FINISHED
Object Southwestern Wisconsin
Southwestern Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys, and small rural communities.
E75227 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: Southwestern Wisconsin | Statement: [Richland Center, Wisconsin, locatedIn, Southwestern Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southwestern Wisconsin
Context triple: [Richland Center, Wisconsin, locatedIn, Southwestern Wisconsin]
  • A. Northeastern Wisconsin
    Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
  • B. southeastern Wisconsin
    Southeastern Wisconsin is a region of the U.S. state of Wisconsin characterized by a mix of urban and suburban communities, including parts of the Milwaukee metropolitan area, and a landscape of rivers, lakes, and rolling farmland.
  • C. central Wisconsin
    Central Wisconsin is a mid-state region known for its mix of small cities, agricultural communities, and forests, serving as a geographic and economic hub between northern and southern Wisconsin.
  • D. Wisconsin River valley
    The Wisconsin River valley is a historically significant region of central Wisconsin characterized by its river-carved landscapes, rich ecosystems, and long-standing Indigenous presence.
  • E. Driftless Area
    The Driftless Area is a distinctive region of the Upper Midwest in the United States known for its rugged, steep terrain and deep river valleys that escaped glaciation during the last Ice Age.
  • 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: Southwestern Wisconsin
Triple: [Richland Center, Wisconsin, locatedIn, Southwestern Wisconsin]
Generated description
Southwestern Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys, and small rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southwestern Wisconsin
Target entity description: Southwestern Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys, and small rural communities.
  • A. Northeastern Wisconsin
    Northeastern Wisconsin is a region of Wisconsin that includes the city of Green Bay and surrounding communities along the western shore of Lake Michigan and the Fox River Valley.
  • B. southeastern Wisconsin
    Southeastern Wisconsin is a region of the U.S. state of Wisconsin characterized by a mix of urban and suburban communities, including parts of the Milwaukee metropolitan area, and a landscape of rivers, lakes, and rolling farmland.
  • C. central Wisconsin
    Central Wisconsin is a mid-state region known for its mix of small cities, agricultural communities, and forests, serving as a geographic and economic hub between northern and southern Wisconsin.
  • D. Wisconsin River valley
    The Wisconsin River valley is a historically significant region of central Wisconsin characterized by its river-carved landscapes, rich ecosystems, and long-standing Indigenous presence.
  • E. Driftless Area chosen
    The Driftless Area is a distinctive region of the Upper Midwest in the United States known for its rugged, steep terrain and deep river valleys that escaped glaciation during the last Ice Age.
  • F. None of above.

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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6cae18881908c2f5bc7ffd8c8c1 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9629f4908190ba3c51b7d12be4e4 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae99f64ab48190b5760eb75276342c completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9ad9706081909593ca75126c43e8 completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:52 p.m.