Triple

T4480494
Position Surface form Disambiguated ID Type / Status
Subject University of Wisconsin–Green Bay E100117 entity
Predicate hasCampus P116 FINISHED
Object Manitowoc campus
Manitowoc campus is a regional branch of the University of Wisconsin–Green Bay located in Manitowoc, Wisconsin, offering undergraduate education and community-focused programs.
E443735 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: Manitowoc campus | Statement: [University of Wisconsin–Green Bay, hasCampus, Manitowoc campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manitowoc campus
Context triple: [University of Wisconsin–Green Bay, hasCampus, Manitowoc 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. Lake Shore Campus
    Lake Shore Campus is Loyola University Chicago’s main lakeside campus, located along the shore of Lake Michigan in Chicago’s Rogers Park neighborhood.
  • C. Waterbury campus
    Waterbury campus is a regional branch of the University of Connecticut located in downtown Waterbury, offering undergraduate and select graduate programs in a smaller, urban setting.
  • D. Milwaukee School of Engineering
    Milwaukee School of Engineering is a private university in Milwaukee, Wisconsin, known for its engineering, business, and nursing programs with a strong emphasis on applied learning and industry partnerships.
  • 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: Manitowoc campus
Triple: [University of Wisconsin–Green Bay, hasCampus, Manitowoc campus]
Generated description
Manitowoc campus is a regional branch of the University of Wisconsin–Green Bay located in Manitowoc, Wisconsin, offering undergraduate education and community-focused programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manitowoc campus
Target entity description: Manitowoc campus is a regional branch of the University of Wisconsin–Green Bay located in Manitowoc, Wisconsin, offering undergraduate education and community-focused programs.
  • 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. Lake Shore Campus
    Lake Shore Campus is Loyola University Chicago’s main lakeside campus, located along the shore of Lake Michigan in Chicago’s Rogers Park neighborhood.
  • C. Waterbury campus
    Waterbury campus is a regional branch of the University of Connecticut located in downtown Waterbury, offering undergraduate and select graduate programs in a smaller, urban setting.
  • D. Milwaukee School of Engineering
    Milwaukee School of Engineering is a private university in Milwaukee, Wisconsin, known for its engineering, business, and nursing programs with a strong emphasis on applied learning and industry partnerships.
  • 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

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.