Triple
T1265391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Saleh |
E12588
|
entity |
| Predicate | almaMater |
P5
|
FINISHED |
| Object | Northern Michigan University |
E32267
|
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: Northern Michigan University | Statement: [Robert Saleh, almaMater, Northern Michigan University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Michigan University Context triple: [Robert Saleh, almaMater, Northern Michigan University]
-
A.
Northern Michigan University
chosen
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
-
B.
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.
-
C.
Northwestern Michigan College
Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
-
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.
Oakland University
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.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4c036deb881909b234894347c75c6 |
completed | March 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde0ccff4819092948c249e0cb39b |
completed | March 8, 2026, 2:25 a.m. |
Created at: March 1, 2026, 7:50 p.m.