Triple
T5994532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bo Ryan |
E133434
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | University of Wisconsin–Milwaukee |
E71745
|
NE FINISHED |
How this triple was built (2 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: [Bo Ryan, employer, University of Wisconsin–Milwaukee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Wisconsin–Milwaukee Context triple: [Bo Ryan, employer, University of Wisconsin–Milwaukee]
-
A.
University of Wisconsin–Milwaukee
chosen
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.
-
B.
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.
-
C.
University of Wisconsin–Oshkosh
The University of Wisconsin–Oshkosh is a public university in Oshkosh, Wisconsin, known for its comprehensive undergraduate and graduate programs and role as a major regional center for higher education.
-
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00870ddbc81909880fa3864f4f38d |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04e92e1448190bbf961a8243082ee |
completed | March 22, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1136125808190a363a00a60d8675a |
completed | March 23, 2026, 10:18 a.m. |
Created at: March 22, 2026, 4:05 p.m.