Triple

T815536
Position Surface form Disambiguated ID Type / Status
Subject Bologna Follow-Up Group E17644 entity
Predicate coordinatesWith P1140 FINISHED
Object European stakeholder organisations in higher education
European stakeholder organisations in higher education are representative bodies that bring together universities, students, staff, and related actors across Europe to influence and support policy, cooperation, and development in the higher education sector.
E9814 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 stakeholder organisations in higher education | Statement: [Bologna Follow-Up Group, coordinatesWith, European stakeholder organisations in higher education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European stakeholder organisations in higher education
Context triple: [Bologna Follow-Up Group, coordinatesWith, European stakeholder organisations in higher education]
  • A. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • B. 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.
  • 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. 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.
  • E. Guild of European Research-Intensive Universities
    The Guild of European Research-Intensive Universities is a network of leading European universities dedicated to advancing high-quality research, innovation, and influence on European higher education policy.
  • 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 stakeholder organisations in higher education
Triple: [Bologna Follow-Up Group, coordinatesWith, European stakeholder organisations in higher education]
Generated description
European stakeholder organisations in higher education are representative bodies that bring together universities, students, staff, and related actors across Europe to influence and support policy, cooperation, and development in the higher education sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European stakeholder organisations in higher education
Target entity description: European stakeholder organisations in higher education are representative bodies that bring together universities, students, staff, and related actors across Europe to influence and support policy, cooperation, and development in the higher education sector.
  • A. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • B. European University Association chosen
    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.
  • 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. 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.
  • E. Guild of European Research-Intensive Universities
    The Guild of European Research-Intensive Universities is a network of leading European universities dedicated to advancing high-quality research, innovation, and influence on European higher education policy.
  • 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_69a76d8b0b0c8190a6226d6b8daade25 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a782eda49c8190bdaf4fb8db685071 completed March 4, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69a784f6eee48190a348008b931d545b completed March 4, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:38 p.m.