Triple

T18178041
Position Surface form Disambiguated ID Type / Status
Subject European Qualifications Framework E435212 entity
Predicate relatedTo P37 FINISHED
Object 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.
E1311725 NE FINISHED

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: European Credit System for Vocational Education and Training | Statement: [European Qualifications Framework, relatedTo, European Credit System for Vocational Education and Training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Credit System for Vocational Education and Training
Context triple: [European Qualifications Framework, relatedTo, European Credit System for Vocational Education and Training]
  • A. 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.
  • B. Europass
    Europass is the official Adidas-designed match ball used during the UEFA Euro 2008 football championship.
  • C. 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.
  • D. Erasmus+ programme
    The Erasmus+ programme is a European Union initiative that supports education, training, youth, and sport through international study, exchange, and cooperation opportunities.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: European Credit System for Vocational Education and Training
Triple: [European Qualifications Framework, relatedTo, European Credit System for Vocational Education and Training]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Credit System for Vocational Education and Training
Target entity description: 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.
  • A. 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.
  • B. Europass
    Europass is the official Adidas-designed match ball used during the UEFA Euro 2008 football championship.
  • C. 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.
  • D. Erasmus+ programme
    The Erasmus+ programme is a European Union initiative that supports education, training, youth, and sport through international study, exchange, and cooperation opportunities.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4df5b68f081908aac8210270f1499 completed April 19, 2026, 1:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397fd8ab481909868d3600172b0e4 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398fb7fb481908a32c56a798d81fd completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a039a2b85888190bbcae1ba9d8ba715 completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.