Triple
T10683868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Michigan region |
E251824
|
entity |
| Predicate | hasHigherEducationInstitution |
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: [Southwest Michigan region, hasHigherEducationInstitution, Kalamazoo College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo College Context triple: [Southwest Michigan region, hasHigherEducationInstitution, 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.
Alma College
Alma College is a private liberal arts college located in Alma, Michigan, known for its strong undergraduate programs and Scottish heritage traditions.
-
C.
Albion College
Albion College is a private liberal arts college in Albion, Michigan, known for its strong undergraduate programs and historic campus.
-
D.
Hope College
Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
-
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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc5134c8190bcb1d96a32634c17 |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbad00f7c8819097566994307c4550 |
completed | April 12, 2026, 2:32 p.m. |
Created at: April 8, 2026, 9:10 p.m.