Triple

T4480495
Position Surface form Disambiguated ID Type / Status
Subject University of Wisconsin–Green Bay E100117 entity
Predicate hasCampus P116 FINISHED
Object Sheboygan campus
Sheboygan campus is a regional branch of the University of Wisconsin–Green Bay serving students in the Sheboygan, Wisconsin area with undergraduate education.
E100117 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: Sheboygan campus | Statement: [University of Wisconsin–Green Bay, hasCampus, Sheboygan campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheboygan campus
Context triple: [University of Wisconsin–Green Bay, hasCampus, Sheboygan campus]
  • A. Sturgeon Bay campus
    Sturgeon Bay campus is a regional branch of Northeast Wisconsin Technical College serving students in the Sturgeon Bay and Door County area with technical and career-focused education programs.
  • B. University of Wisconsin–Green Bay
    The University of Wisconsin–Green Bay is a public university known for its interdisciplinary academics and scenic bayshore campus in northeastern Wisconsin.
  • C. University of Wisconsin–Stevens Point
    The University of Wisconsin–Stevens Point is a public university in Stevens Point, Wisconsin, known for its strong programs in natural resources, education, and the arts.
  • D. Sheboygan, Wisconsin
    Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
  • E. University of Wisconsin–Parkside
    The University of Wisconsin–Parkside is a public four-year university in the University of Wisconsin System located between Kenosha and Racine, offering a range of undergraduate and graduate programs.
  • 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: Sheboygan campus
Triple: [University of Wisconsin–Green Bay, hasCampus, Sheboygan campus]
Generated description
Sheboygan campus is a regional branch of the University of Wisconsin–Green Bay serving students in the Sheboygan, Wisconsin area with undergraduate education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheboygan campus
Target entity description: Sheboygan campus is a regional branch of the University of Wisconsin–Green Bay serving students in the Sheboygan, Wisconsin area with undergraduate education.
  • A. Sturgeon Bay campus
    Sturgeon Bay campus is a regional branch of Northeast Wisconsin Technical College serving students in the Sturgeon Bay and Door County area with technical and career-focused education programs.
  • B. University of Wisconsin–Green Bay chosen
    The University of Wisconsin–Green Bay is a public university known for its interdisciplinary academics and scenic bayshore campus in northeastern Wisconsin.
  • C. University of Wisconsin–Stevens Point
    The University of Wisconsin–Stevens Point is a public university in Stevens Point, Wisconsin, known for its strong programs in natural resources, education, and the arts.
  • D. University of Wisconsin–Stout
    The University of Wisconsin–Stout is a public polytechnic university in Menomonie, Wisconsin, known for its career-focused programs in fields like engineering, design, and applied sciences.
  • E. Sheboygan, Wisconsin
    Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
  • 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356dcaba88190ae2d64c038450ca6 completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6377c694881909428b5cffb405c8d completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b6384b32c08190969a892ccc135b2f completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b63c3585b08190ab6837ffdb6db73e completed March 15, 2026, 4:57 a.m.
Created at: March 12, 2026, 11:36 p.m.