Triple

T14950686
Position Surface form Disambiguated ID Type / Status
Subject University of Wisconsin–Oshkosh E372783 entity
Predicate regionServed P82 FINISHED
Object east-central Wisconsin
East-central Wisconsin is a region of Wisconsin characterized by mid-sized cities, agricultural areas, and manufacturing centers along and near the Fox River and Lake Winnebago.
E75581 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: east-central Wisconsin | Statement: [University of Wisconsin–Oshkosh, regionServed, east-central Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: east-central Wisconsin
Context triple: [University of Wisconsin–Oshkosh, regionServed, east-central Wisconsin]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. South Central Wisconsin
    South Central Wisconsin is a region of the state known for its lakes, rolling farmland, and the capital city of Madison.
  • 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: east-central Wisconsin
Triple: [University of Wisconsin–Oshkosh, regionServed, east-central Wisconsin]
Generated description
East-central Wisconsin is a region of Wisconsin characterized by mid-sized cities, agricultural areas, and manufacturing centers along and near the Fox River and Lake Winnebago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: east-central Wisconsin
Target entity description: East-central Wisconsin is a region of Wisconsin characterized by mid-sized cities, agricultural areas, and manufacturing centers along and near the Fox River and Lake Winnebago.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Northeastern Wisconsin chosen
    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.
  • E. South Central Wisconsin
    South Central Wisconsin is a region of the state known for its lakes, rolling farmland, and the capital city of Madison.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded68fae3c81909873b113bfcaca05 completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d709fc8190990a72faf0af5ee3 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8f53b608190b92cc09b09340f98 completed May 9, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69feb9241e988190871393d6e06e88e8 completed May 9, 2026, 4:33 a.m.
Created at: April 10, 2026, 2:39 a.m.