Triple
T18299249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish universities |
E438310
|
entity |
| Predicate | collaborateThrough |
P54142
|
FINISHED |
| Object | Universities Scotland |
—
|
NE NERFINISHED |
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: Universities Scotland | Statement: [Scottish universities, collaborateThrough, Universities Scotland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universities Scotland Context triple: [Scottish universities, collaborateThrough, Universities Scotland]
-
A.
Scottish universities
Scottish universities are higher education institutions in Scotland known for their historic academic traditions, research excellence, and distinctive degree structures within the UK system.
-
B.
Scottish colleges
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
-
C.
University of the West of Scotland
The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
-
D.
University of Stirling
The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
-
E.
Universities UK
Universities UK is the collective voice and representative body for universities in the United Kingdom, working to influence policy and support the higher education sector.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universities Scotland Target entity description: Universities Scotland is a representative body that advocates for and coordinates the collective interests of Scotland’s higher education institutions in policy, funding, and strategic development.
-
A.
Scottish universities
Scottish universities are higher education institutions in Scotland known for their historic academic traditions, research excellence, and distinctive degree structures within the UK system.
-
B.
Scottish colleges
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
-
C.
University of the West of Scotland
The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
-
D.
University of Stirling
The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
-
E.
Universities UK
Universities UK is the collective voice and representative body for universities in the United Kingdom, working to influence policy and support the higher education sector.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: collaborateThrough Context triple: [Scottish universities, collaborateThrough, Universities Scotland]
-
A.
cooperateThrough
chosen
Indicates that entities work together or coordinate their actions by means of a specific intermediary, method, or channel.
-
B.
collaborationOf
Indicates a relationship in which two or more entities work together jointly toward a shared goal or outcome.
-
C.
collaborativeWork
Indicates a relationship where two or more entities jointly contribute effort or resources toward a shared task, project, or goal.
-
D.
collaborationAspect
Indicates a specific characteristic, dimension, or feature of how entities collaborate or work together.
-
E.
platformCollaboration
Indicates a collaborative relationship where multiple entities work together or integrate their efforts on or through a shared platform.
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017d96588190ac1e326803142976 |
completed | April 19, 2026, 4:23 p.m. |
| PD | Predicate disambiguation | batch_69e44fdf43d08190bbcfb6b1fe3cc0ee |
completed | April 19, 2026, 3:45 a.m. |
Created at: April 10, 2026, 10:35 a.m.