Triple
T12383894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auburn Hills, Michigan |
E295810
|
entity |
| Predicate | hasNearbyInstitution |
P6776
|
FINISHED |
| Object | Oakland University |
E154612
|
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: Oakland University | Statement: [Auburn Hills, Michigan, hasNearbyInstitution, Oakland University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland University Context triple: [Auburn Hills, Michigan, hasNearbyInstitution, Oakland University]
-
A.
Oakland University
chosen
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
-
B.
University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
-
C.
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.
-
D.
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.
-
E.
Saginaw Valley State University
Saginaw Valley State University is a public university in Michigan known for its academic programs and NCAA Division II athletics, particularly its football program.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbc3f608190b0ee3c4f304a94db |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6347816408190904ea71d2a72398f |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:54 p.m.