Triple
T2587174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Novi, Michigan |
E58031
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Walsh College Novi campus
Walsh College Novi campus is a suburban branch of Walsh College offering business-focused higher education programs in Novi, Michigan.
|
E278776
|
NE FINISHED |
How this triple was built (4 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: Walsh College Novi campus | Statement: [Novi, Michigan, hasHigherEducationInstitution, Walsh College Novi campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walsh College Novi campus Context triple: [Novi, Michigan, hasHigherEducationInstitution, Walsh College Novi campus]
-
A.
Dearborn campus
Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
-
B.
University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
-
C.
Fürth campus
Fürth campus is a site of the University of Erlangen-Nuremberg located in the city of Fürth, Germany, hosting various academic and research facilities.
-
D.
Kellogg Community College
Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
-
E.
Kettering University
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Walsh College Novi campus Triple: [Novi, Michigan, hasHigherEducationInstitution, Walsh College Novi campus]
Generated description
Walsh College Novi campus is a suburban branch of Walsh College offering business-focused higher education programs in Novi, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walsh College Novi campus Target entity description: Walsh College Novi campus is a suburban branch of Walsh College offering business-focused higher education programs in Novi, Michigan.
-
A.
Dearborn campus
Dearborn campus is a regional campus of the University of Michigan located in Dearborn, Michigan, offering a range of undergraduate and graduate programs.
-
B.
University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
-
C.
Fürth campus
Fürth campus is a site of the University of Erlangen-Nuremberg located in the city of Fürth, Germany, hosting various academic and research facilities.
-
D.
Kellogg Community College
Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
-
E.
Kettering University
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.
- F. None of above. chosen
Provenance (5 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd3f8a3888190889c537e6df07305 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af65848e788190b2b01595540b1a10 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6694dd248190ad6d579d504b5f27 |
completed | March 10, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af677577c88190be9a66fea85ab899 |
completed | March 10, 2026, 12:36 a.m. |
Created at: March 6, 2026, 9:49 p.m.