Triple
T10007984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Berninger |
E198299
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Cincinnati |
E56935
|
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 Cincinnati | Statement: [Matt Berninger, educatedAt, University of Cincinnati]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Cincinnati Context triple: [Matt Berninger, educatedAt, University of Cincinnati]
-
A.
University of Cincinnati
chosen
The University of Cincinnati is a major public research university in Cincinnati, Ohio, known for its strong engineering, design, and cooperative education programs.
-
B.
Miami University
Miami University is a public research university in Oxford, Ohio, known for its strong undergraduate focus and historic campus.
-
C.
Ohio University
Ohio University is a public research university in Athens, Ohio, known as one of the oldest universities in the United States and recognized for its strong liberal arts and professional programs.
-
D.
University of Dayton
The University of Dayton is a private Catholic research university in Dayton, Ohio, known for its strong engineering, business, and entrepreneurship programs and its Marianist educational tradition.
-
E.
Cleveland State University
Cleveland State University is a public research university located in downtown Cleveland, Ohio, known for its urban campus and diverse academic programs.
- 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_69ca830fcca48190bbbd9b20c233835f |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd187fe481908556ea896c528ea4 |
completed | April 2, 2026, 1:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cb8b92b0819081e5ac52e2f4f27e |
completed | April 5, 2026, 8:52 p.m. |
Created at: March 30, 2026, 8:52 p.m.