Triple
T22342120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UCC |
E552299
|
entity |
| Predicate | awardsQualification |
P7591
|
FINISHED |
| Object | National Framework of Qualifications levels 7–10 |
—
|
NE NERFINISHED |
How this triple was built (3 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: National Framework of Qualifications levels 7–10 | Statement: [UCC, awardsQualification, National Framework of Qualifications levels 7–10]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Framework of Qualifications levels 7–10 Context triple: [UCC, awardsQualification, National Framework of Qualifications levels 7–10]
-
A.
Regulated Qualifications Framework
The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
-
B.
New Zealand Qualifications Framework
The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
-
C.
Scottish Credit and Qualifications Framework
The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
-
D.
Higher Education Standards Framework
The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
-
E.
European Qualifications Framework
The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
- 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: National Framework of Qualifications levels 7–10 Target entity description: The National Framework of Qualifications levels 7–10 are the upper tiers of Ireland’s national education framework, covering ordinary and honours bachelor’s degrees through to master’s and doctoral qualifications.
-
A.
Regulated Qualifications Framework
The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
-
B.
New Zealand Qualifications Framework
The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
-
C.
Scottish Credit and Qualifications Framework
The Scottish Credit and Qualifications Framework is Scotland’s national system for describing, comparing, and accrediting learning and qualifications across all levels of education and training.
-
D.
Higher Education Standards Framework
The Higher Education Standards Framework is Australia’s national regulatory framework that sets out the minimum quality and accountability requirements for higher education providers.
-
E.
European Qualifications Framework
The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
- F. None of above. chosen
Provenance (2 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_69e11e494eec81909c4d2d51f69499d9 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15794fae48190a2b79e9ae4b57bb1 |
completed | April 29, 2026, 12:57 a.m. |
Created at: April 16, 2026, 8:43 p.m.