Triple
T2409817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Michigan College |
E50360
|
entity |
| Predicate | partnerOf |
P1136
|
FINISHED |
| Object |
Spring Arbor University
Spring Arbor University is a private Christian liberal arts university in Spring Arbor, Michigan, known for integrating faith-based education with a wide range of undergraduate and graduate programs.
|
E262536
|
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: Spring Arbor University | Statement: [Northwestern Michigan College, partnerOf, Spring Arbor University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Arbor University Context triple: [Northwestern Michigan College, partnerOf, Spring Arbor University]
-
A.
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.
-
B.
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.
-
C.
Miami University
Miami University is a public research university in Oxford, Ohio, known for its strong undergraduate focus and historic campus.
-
D.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
-
E.
University of Toledo
The University of Toledo is a public research university in Toledo, Ohio, known for its comprehensive academic programs and strong emphasis on professional education and applied research.
- 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: Spring Arbor University Triple: [Northwestern Michigan College, partnerOf, Spring Arbor University]
Generated description
Spring Arbor University is a private Christian liberal arts university in Spring Arbor, Michigan, known for integrating faith-based education with a wide range of undergraduate and graduate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Arbor University Target entity description: Spring Arbor University is a private Christian liberal arts university in Spring Arbor, Michigan, known for integrating faith-based education with a wide range of undergraduate and graduate programs.
-
A.
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.
-
B.
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.
-
C.
Miami University
Miami University is a public research university in Oxford, Ohio, known for its strong undergraduate focus and historic campus.
-
D.
Alvernia University
Alvernia University is a private Catholic university known for its liberal arts and professional programs, located in Reading, Pennsylvania.
-
E.
University of Toledo
The University of Toledo is a public research university in Toledo, Ohio, known for its comprehensive academic programs and strong emphasis on professional education and applied research.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc925c6e481909bfd45b361d21963 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3edc63c8190ac6737bf28993f1b |
completed | March 9, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_69aeb4a5e9c481908426fe51343a1342 |
completed | March 9, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb52bec1881909c589aea2af3684c |
completed | March 9, 2026, 11:55 a.m. |
Created at: March 4, 2026, 7:58 p.m.