Triple
T1604418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College of Community and Public Service facilities |
E34466
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Grand Valley State University
Grand Valley State University is a public university in Michigan known for its comprehensive undergraduate and graduate programs and multiple campuses serving the Grand Rapids and Allendale areas.
|
E5793
|
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: Grand Valley State University | Statement: [College of Community and Public Service facilities, operatedBy, Grand Valley State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State University Context triple: [College of Community and Public Service facilities, operatedBy, Grand Valley State University]
-
A.
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.
-
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.
Eastern Michigan University
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
-
D.
Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
-
E.
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.
- 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: Grand Valley State University Triple: [College of Community and Public Service facilities, operatedBy, Grand Valley State University]
Generated description
Grand Valley State University is a public university in Michigan known for its comprehensive undergraduate and graduate programs and multiple campuses serving the Grand Rapids and Allendale areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Valley State University Target entity description: Grand Valley State University is a public university in Michigan known for its comprehensive undergraduate and graduate programs and multiple campuses serving the Grand Rapids and Allendale areas.
-
A.
Grand Valley State University (downtown campus)
chosen
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.
-
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.
Eastern Michigan University
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
-
D.
Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
-
E.
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.
- F. None of above.
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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9094f96ec819090286c21b3dfddd5 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c42c6c8190b245c3434e6bbcf8 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a7f592881909b8fd45444e6d715 |
completed | March 8, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5b64a1f0819087338ee504f70f5c |
completed | March 8, 2026, 11:20 a.m. |
Created at: March 4, 2026, 7:28 p.m.