Triple
T5237433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Credit and Qualifications Framework |
E118256
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Scottish universities |
E438310
|
NE 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: Scottish universities | Statement: [Scottish Credit and Qualifications Framework, usedBy, Scottish universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish universities Context triple: [Scottish Credit and Qualifications Framework, usedBy, Scottish universities]
-
A.
Scottish universities
chosen
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 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.
-
D.
University of Glasgow Associated Institutions
University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b27990c8190b6a3c24de09c8c18 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef820285881909f0e569e020a58ae |
completed | March 21, 2026, 7:57 p.m. |
Created at: March 20, 2026, 1:49 p.m.