Triple
T20369120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finnish university of applied sciences system |
E496997
|
entity |
| Predicate | ECTSFramework |
P7841
|
FINISHED |
| Object | European Credit Transfer and Accumulation System |
—
|
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: European Credit Transfer and Accumulation System | Statement: [Finnish university of applied sciences system, ECTSFramework, European Credit Transfer and Accumulation System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Credit Transfer and Accumulation System Context triple: [Finnish university of applied sciences system, ECTSFramework, European Credit Transfer and Accumulation System]
-
A.
European Credit System for Vocational Education and Training
The European Credit System for Vocational Education and Training (ECVET) is an EU framework that enables the transfer, recognition, and accumulation of learning outcomes and credits in vocational education across European countries.
-
B.
Convention on the Recognition of Qualifications concerning Higher Education in the European Region
The Convention on the Recognition of Qualifications concerning Higher Education in the European Region is an international treaty adopted in Lisbon in 1997 that sets common principles for recognizing higher-education qualifications across European countries to promote academic mobility and fair access to further study.
-
C.
ECTS
chosen
ECTS is a standardized credit system used across European universities to measure and compare students’ academic workload and facilitate recognition of studies between institutions.
-
D.
Bologna Process
The Bologna Process is a European higher education reform initiative aimed at creating a more compatible, comparable, and coherent system of university degrees across participating countries.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ECTSFramework Context triple: [Finnish university of applied sciences system, ECTSFramework, European Credit Transfer and Accumulation System]
-
A.
degreeAwardingFrameworkFor
Indicates that a particular degree-awarding framework is used as the basis or structure for granting a specified academic degree or qualification.
-
B.
usesAcademicCreditSystem
chosen
Indicates that an institution or program organizes and evaluates coursework using a formal academic credit system (e.g., credit hours or units).
-
C.
educationSystem
Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
-
D.
diplomaEquivalence
Indicates that one diploma or academic qualification is recognized as equivalent in value or status to another.
-
E.
hasCurricularStructure
Indicates that an educational program or course is organized according to a defined curricular framework or structure.
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6787454a88190ae87d9b3c9b5ad27 |
completed | April 20, 2026, 7:03 p.m. |
| PD | Predicate disambiguation | batch_69e57648be3c81908256838228cabf5c |
completed | April 20, 2026, 12:41 a.m. |
Created at: April 16, 2026, 11:26 a.m.