Triple
T11079285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dowling Review of Business–University Research Collaborations |
E261944
|
entity |
| Predicate | typeOfCollaborationAddressed |
P19448
|
FINISHED |
| Object | collaborative research projects |
—
|
LITERAL 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: collaborative research projects | Statement: [Dowling Review of Business–University Research Collaborations, typeOfCollaborationAddressed, collaborative research projects]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typeOfCollaborationAddressed Context triple: [Dowling Review of Business–University Research Collaborations, typeOfCollaborationAddressed, collaborative research projects]
-
A.
collaborationOf
Indicates a relationship in which two or more entities work together jointly toward a shared goal or outcome.
-
B.
cooperationType
chosen
Indicates the specific kind or form of cooperative relationship that exists between the related entities.
-
C.
collaborationAspect
Indicates a specific characteristic, dimension, or feature of how entities collaborate or work together.
-
D.
isCollaboration
Indicates that two or more entities are jointly working together toward a shared goal or producing something in partnership.
-
E.
collaborationModel
Indicates the type or structure of cooperative interaction or joint work established between entities.
- F. None of above.
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_69d6aa9983c08190b0ef61603b69feac |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7999603948190934bca3a9151d726 |
completed | April 9, 2026, 12:20 p.m. |
| PD | Predicate disambiguation | batch_69d74415403c81909778bcd829e8832e |
completed | April 9, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:27 p.m.