Triple
T2803269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo County, Michigan |
E53993
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object | Kalamazoo College |
E228480
|
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: Kalamazoo College | Statement: [Kalamazoo County, Michigan, hasCollege, Kalamazoo College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo College Context triple: [Kalamazoo County, Michigan, hasCollege, Kalamazoo College]
-
A.
Kalamazoo College
chosen
Kalamazoo College is a private liberal arts college in Kalamazoo, Michigan, known for its rigorous academics and strong study abroad and experiential learning programs.
-
B.
Albion College
Albion College is a private liberal arts college in Albion, Michigan, known for its strong undergraduate programs and historic campus.
-
C.
Hope College
Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
-
D.
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.
-
E.
Schoolcraft College
Schoolcraft College is a public community college in Livonia, Michigan, offering a range of associate degrees, certificates, and workforce training 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde12b33481908b276760a922db9c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08639b9108190badd8d22aaf74544 |
completed | March 10, 2026, 8:59 p.m. |
Created at: March 6, 2026, 9:59 p.m.