Triple

T815374
Position Surface form Disambiguated ID Type / Status
Subject Budapest-Vienna Declaration 2010 E17641 entity
Predicate partOf P40 FINISHED
Object 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.
E3370 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: Bologna Process | Statement: [Budapest-Vienna Declaration 2010, partOf, Bologna Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bologna Process
Context triple: [Budapest-Vienna Declaration 2010, partOf, Bologna Process]
  • A. Ministerial Conference of the Bologna Process
    The Ministerial Conference of the Bologna Process is the periodic meeting of European education ministers that sets policy directions and oversees the implementation of the European Higher Education Area.
  • 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. European Higher Education Area
    The European Higher Education Area is a collaborative framework that harmonizes higher education systems across participating European countries to promote comparability, mobility, and quality in universities and other institutions.
  • D. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • E. European University Association
    The European University Association is a major representative organization for universities and national rectors’ conferences across Europe, working to influence higher education and research policy and support institutional development.
  • 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: Bologna Process
Triple: [Budapest-Vienna Declaration 2010, partOf, Bologna Process]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bologna Process
Target entity description: 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.
  • A. Ministerial Conference of the Bologna Process
    The Ministerial Conference of the Bologna Process is the periodic meeting of European education ministers that sets policy directions and oversees the implementation of the European Higher Education Area.
  • 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. European Higher Education Area chosen
    The European Higher Education Area is a collaborative framework that harmonizes higher education systems across participating European countries to promote comparability, mobility, and quality in universities and other institutions.
  • D. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • E. European University Association
    The European University Association is a major representative organization for universities and national rectors’ conferences across Europe, working to influence higher education and research policy and support institutional development.
  • F. None of above.

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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7928d2ee8819091dbef1dd5272f6f completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a793417d8c8190816a6185c79fdb95 completed March 4, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69a79407b61c8190b615b82ac9139fed completed March 4, 2026, 2:08 a.m.
Created at: March 1, 2026, 7:38 p.m.