Triple

T437066
Position Surface form Disambiguated ID Type / Status
Subject Milwaukee E10031 entity
Predicate hasUniversity P113 FINISHED
Object 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.
E71745 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: University of Wisconsin–Milwaukee | Statement: [Milwaukee, hasUniversity, University of Wisconsin–Milwaukee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Wisconsin–Milwaukee
Context triple: [Milwaukee, hasUniversity, University of Wisconsin–Milwaukee]
  • A. 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.
  • B. University of Illinois at Chicago
    The University of Illinois at Chicago is a major public research university located in Chicago, Illinois, known for its strong engineering, health sciences, and urban-focused academic programs.
  • C. University of Wisconsin–Madison
    The University of Wisconsin–Madison is a major public research university in Madison, Wisconsin, renowned for its strong academic programs, extensive research output, and flagship status within the University of Wisconsin System.
  • D. Wayne State University
    Wayne State University is a major public research university located in Detroit, Michigan, known for its urban campus and extensive graduate and professional programs.
  • E. DePaul University
    DePaul University is a private Roman Catholic university in Chicago known for its urban campuses, diverse student body, and strong programs in business, law, and the arts.
  • 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: University of Wisconsin–Milwaukee
Triple: [Milwaukee, hasUniversity, University of Wisconsin–Milwaukee]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Wisconsin–Milwaukee
Target entity description: 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.
  • A. 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.
  • B. University of Illinois at Chicago
    The University of Illinois at Chicago is a major public research university located in Chicago, Illinois, known for its strong engineering, health sciences, and urban-focused academic programs.
  • C. University of Wisconsin–Madison
    The University of Wisconsin–Madison is a major public research university in Madison, Wisconsin, renowned for its strong academic programs, extensive research output, and flagship status within the University of Wisconsin System.
  • D. Wayne State University
    Wayne State University is a major public research university located in Detroit, Michigan, known for its urban campus and extensive graduate and professional programs.
  • E. DePaul University
    DePaul University is a private Roman Catholic university in Chicago known for its urban campuses, diverse student body, and strong programs in business, law, and the arts.
  • 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_69a4ff465c2c819083d63547a4d0572a completed March 2, 2026, 3:08 a.m.
NEDg Description generation batch_69a4ffe76c6c8190b3ca3137f73d13fd completed March 2, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a5004013148190b8c8ee14ca4e12ce completed March 2, 2026, 3:13 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.