Triple
T1195627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toledo |
E25661
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Toledo
The University of Toledo is a public research university in Toledo, Ohio, known for its comprehensive academic programs and strong emphasis on professional education and applied research.
|
E152905
|
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 Toledo | Statement: [Toledo, hasUniversity, University of Toledo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Toledo Context triple: [Toledo, hasUniversity, University of Toledo]
-
A.
Miami University
Miami University is a public research university in Oxford, Ohio, known for its strong undergraduate focus and historic campus.
-
B.
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.
-
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.
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.
-
E.
Youngstown State University
Youngstown State University is a public research university in Youngstown, Ohio, best known for its Penguins athletic programs and strong regional academic presence.
- 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 Toledo Triple: [Toledo, hasUniversity, University of Toledo]
Generated description
The University of Toledo is a public research university in Toledo, Ohio, known for its comprehensive academic programs and strong emphasis on professional education and applied research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Toledo Target entity description: The University of Toledo is a public research university in Toledo, Ohio, known for its comprehensive academic programs and strong emphasis on professional education and applied research.
-
A.
Miami University
Miami University is a public research university in Oxford, Ohio, known for its strong undergraduate focus and historic campus.
-
B.
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.
-
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.
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.
-
E.
Youngstown State University
Youngstown State University is a public research university in Youngstown, Ohio, best known for its Penguins athletic programs and strong regional academic presence.
- 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd7a756c819085d695acfffeaceb |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf17a0cc819086da05f419e63e5a |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfa308148190a27f5433abcb2a18 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0912bf481909bd27111b4daaa0b |
completed | March 8, 2026, 12:19 a.m. |
Created at: March 1, 2026, 7:46 p.m.