Triple
T5296199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahoning County, Ohio |
E119860
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Youngstown State University |
E146256
|
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: Youngstown State University | Statement: [Mahoning County, Ohio, hasHigherEducationInstitution, Youngstown State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Youngstown State University Context triple: [Mahoning County, Ohio, hasHigherEducationInstitution, Youngstown State University]
-
A.
Youngstown State University
chosen
Youngstown State University is a public research university in Youngstown, Ohio, best known for its Penguins athletic programs and strong regional academic presence.
-
B.
University of Akron
The University of Akron is a public research university in Akron, Ohio, known for its strong programs in polymer science, engineering, and applied research.
-
C.
Wright State University
Wright State University is a public research university in Ohio known for its strong programs in engineering, health sciences, and business, and for serving a diverse commuter and regional student population.
-
D.
Morehead State University
Morehead State University is a public university in Morehead, Kentucky, known for its regional academic programs and NCAA Division I athletics.
-
E.
University of Cincinnati
The University of Cincinnati is a major public research university in Cincinnati, Ohio, known for its strong engineering, design, and cooperative education 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06f8ebe08190b22a1d6733b80d07 |
completed | March 21, 2026, 9 p.m. |
Created at: March 20, 2026, 1:53 p.m.