Triple
T6399229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Rapids, Michigan |
E144018
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Ferris State University |
E262534
|
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: Ferris State University | Statement: [Big Rapids, Michigan, hasUniversity, Ferris State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferris State University Context triple: [Big Rapids, Michigan, hasUniversity, Ferris State University]
-
A.
Ferris State University
chosen
Ferris State University is a public university in Big Rapids, Michigan, known for its career-oriented programs and strong emphasis on applied learning and partnerships with community colleges.
-
B.
Lake Superior State University
Lake Superior State University is a small public university in Michigan’s Upper Peninsula known for its close-knit campus, programs in natural resources and engineering, and proximity to the Great Lakes.
-
C.
Western Michigan University
Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
-
D.
University of Michigan–Flint
The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
-
E.
Eastern Michigan University
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
- 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_69c008dc56fc81908d43ffcc11d73bdd |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06897ebc48190842d48cce469eba5 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640bcc94c81909efb0253e8c0e7f5 |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:35 p.m.