Triple

T437068
Position Surface form Disambiguated ID Type / Status
Subject Milwaukee E10031 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E72643 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: Milwaukee School of Engineering | Statement: [Milwaukee, hasUniversity, Milwaukee School of Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milwaukee School of Engineering
Context triple: [Milwaukee, hasUniversity, Milwaukee School of Engineering]
  • A. Illinois Institute of Technology
    Illinois Institute of Technology is a private research university in Chicago known for its strong engineering, architecture, and technology programs.
  • B. University of Wisconsin–Milwaukee
    The University of Wisconsin–Milwaukee is a major public research university in Milwaukee, Wisconsin, known for its diverse academic programs and urban campus serving a large student population.
  • C. Marquette University
    Marquette University is a private Catholic research university in Milwaukee, Wisconsin, known for its strong academic programs and prominent NCAA Division I basketball tradition.
  • D. Kettering University
    Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
  • E. Wentworth Institute of Technology
    Wentworth Institute of Technology is a private technical design and engineering university in Boston, Massachusetts, known for its career-focused education and strong cooperative education 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: Milwaukee School of Engineering
Triple: [Milwaukee, hasUniversity, Milwaukee School of Engineering]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milwaukee School of Engineering
Target entity description: 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.
  • A. Illinois Institute of Technology
    Illinois Institute of Technology is a private research university in Chicago known for its strong engineering, architecture, and technology programs.
  • B. University of Wisconsin–Milwaukee
    The University of Wisconsin–Milwaukee is a major public research university in Milwaukee, Wisconsin, known for its diverse academic programs and urban campus serving a large student population.
  • C. Marquette University
    Marquette University is a private Catholic research university in Milwaukee, Wisconsin, known for its strong academic programs and prominent NCAA Division I basketball tradition.
  • D. Kettering University
    Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
  • E. Wentworth Institute of Technology
    Wentworth Institute of Technology is a private technical design and engineering university in Boston, Massachusetts, known for its career-focused education and strong cooperative education 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef0c97188190b62104cb639d4b60 completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5089817248190b53d78e5b937026b completed March 2, 2026, 3:48 a.m.
NEDg Description generation batch_69a5094d47b4819099e51ccfd8a14416 completed March 2, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69a5099a81988190941857838551b9c6 completed March 2, 2026, 3:52 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.