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.