Triple
T19412866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo, Michigan |
E485632
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Kalamazoo Promise scholarship program |
—
|
NE NERFINISHED |
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 Promise scholarship program | Statement: [Kalamazoo, Michigan, knownFor, Kalamazoo Promise scholarship program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo Promise scholarship program Context triple: [Kalamazoo, Michigan, knownFor, Kalamazoo Promise scholarship program]
-
A.
Kalamazoo College
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.
Kalamazoo campus
Kalamazoo campus is the main campus of Western Michigan University, located in Kalamazoo, Michigan and serving as the institution’s primary academic and administrative center.
-
C.
Kalamazoo Valley Community College
Kalamazoo Valley Community College is a public community college in Michigan offering two-year degrees, certificates, and workforce training programs to the greater Kalamazoo area.
-
D.
Kalamazoo Public Schools
chosen
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
-
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 (2 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af77eb481909fcfb6cdde1e8580 |
completed | April 20, 2026, 1:32 p.m. |
Created at: April 10, 2026, 1:37 p.m.