Triple

T14758127
Position Surface form Disambiguated ID Type / Status
Subject Marathon County, Wisconsin E346784 entity
Predicate partOf P40 FINISHED
Object North Central Wisconsin
North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
E1118502 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 Central Wisconsin | Statement: [Marathon County, Wisconsin, partOf, North Central Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Central Wisconsin
Context triple: [Marathon County, Wisconsin, partOf, North Central Wisconsin]
  • A. South Central Wisconsin
    South Central Wisconsin is a region of the state known for its lakes, rolling farmland, and the capital city of Madison.
  • B. 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.
  • C. Northern Wisconsin
    Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
  • D. western Wisconsin
    Western Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys along the Mississippi, and a mix of small cities, college towns, and rural communities.
  • E. 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.
  • 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 Central Wisconsin
Triple: [Marathon County, Wisconsin, partOf, North Central Wisconsin]
Generated description
North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Central Wisconsin
Target entity description: North Central Wisconsin is a region of Wisconsin characterized by its mix of mid-sized cities, rural communities, forests, and agricultural land in the central part of the state.
  • A. South Central Wisconsin
    South Central Wisconsin is a region of the state known for its lakes, rolling farmland, and the capital city of Madison.
  • B. 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.
  • C. Northern Wisconsin
    Northern Wisconsin is the sparsely populated, heavily forested upper portion of the state of Wisconsin, known for its lakes, outdoor recreation, and proximity to Lake Superior.
  • D. western Wisconsin
    Western Wisconsin is a region of the U.S. state of Wisconsin characterized by its rolling hills, river valleys along the Mississippi, and a mix of small cities, college towns, and rural communities.
  • E. 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.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f0f5a48190af008352c26574d7 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0ced0e2c8190a13e3b43e4d35560 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe15f78180819088c7be010ef27029 completed May 8, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69fe165c1f188190963f9b78272f41f7 completed May 8, 2026, 4:59 p.m.
Created at: April 10, 2026, 1:30 a.m.