Triple
T509799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint, Michigan |
E10580
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Kettering University |
E22245
|
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: Kettering University | Statement: [Flint, Michigan, hasUniversity, Kettering University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kettering University Context triple: [Flint, Michigan, hasUniversity, Kettering University]
-
A.
Kettering University
chosen
Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
-
B.
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.
-
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.
Baker College of Muskegon
Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
-
E.
Muskegon Community College
Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f164a9d48190b525a97b5c06ffe2 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a14c7d0481908368fb33ab14f4c6 |
completed | March 1, 2026, 8:27 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.