Triple
T13335836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allendale, Michigan |
E317688
|
entity |
| Predicate | isCollegeTownFor |
P4747
|
FINISHED |
| Object | Grand Valley State University |
E192039
|
NE FINISHED |
How this triple was built (3 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: Grand Valley State University | Statement: [Allendale, Michigan, isCollegeTownFor, Grand Valley State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State University Context triple: [Allendale, Michigan, isCollegeTownFor, Grand Valley State University]
-
A.
Grand Valley State University
chosen
Grand Valley State University is a public university in Allendale, Michigan, known for its comprehensive undergraduate and graduate programs and multiple specialized colleges serving West Michigan and beyond.
-
B.
Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
-
C.
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.
-
D.
Ferris State University
Ferris State University is a public university in Big Rapids, Michigan, known for its career-oriented programs and strong emphasis on applied learning and partnerships with community colleges.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isCollegeTownFor Context triple: [Allendale, Michigan, isCollegeTownFor, Grand Valley State University]
-
A.
hasCollegeTown
Indicates that a college or university is associated with, or located in, a particular town that serves as its college town.
-
B.
isCollegeTownOf
chosen
Indicates that a town or city is primarily known for and significantly shaped by the presence of a particular college or university.
-
C.
hasCampusCity
Indicates that an educational institution or campus is located in a particular city.
-
D.
containsUniversityCity
Indicates that a given region or area includes within its boundaries a city that hosts a university.
-
E.
hasCampusOn
Indicates that an institution or organization maintains a campus located on a specified geographic area or site.
- F. None of above.
Provenance (4 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_69d806b5a3c08190b42c267fb092f98a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99d00b75c8190af98784c7df904c8 |
completed | April 11, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f73979cb4081909e750e2d98869891 |
completed | May 3, 2026, 12:03 p.m. |
| PD | Predicate disambiguation | batch_69d98f6e53d88190bd6aa42f69b10ffb |
completed | April 11, 2026, 12:01 a.m. |
Created at: April 9, 2026, 9:30 p.m.