Triple
T13124809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FIBAA |
E311816
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
European Association for Quality Assurance in Higher Education
The European Association for Quality Assurance in Higher Education (ENQA) is a European network and membership organization that promotes quality assurance in higher education by developing standards, guidelines, and good practices for quality agencies across the European Higher Education Area.
|
E1022521
|
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 Association for Quality Assurance in Higher Education | Statement: [FIBAA, memberOf, European Association for Quality Assurance in Higher Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Association for Quality Assurance in Higher Education Context triple: [FIBAA, memberOf, European Association for Quality Assurance in Higher Education]
-
A.
European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
-
B.
European Association for International Education
The European Association for International Education (EAIE) is a European professional organization that supports and advances international higher education through training, conferences, networking, and policy advocacy.
-
C.
Quality Assurance Agency for Higher Education
The Quality Assurance Agency for Higher Education is the UK’s independent body responsible for monitoring and advising on standards and quality in higher education institutions.
-
D.
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.
-
E.
Cyprus Agency of Quality Assurance and Accreditation in Higher Education
The Cyprus Agency of Quality Assurance and Accreditation in Higher Education is the national authority responsible for evaluating, accrediting, and overseeing the quality standards of higher education institutions and programs in Cyprus.
- 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 Association for Quality Assurance in Higher Education Triple: [FIBAA, memberOf, European Association for Quality Assurance in Higher Education]
Generated description
The European Association for Quality Assurance in Higher Education (ENQA) is a European network and membership organization that promotes quality assurance in higher education by developing standards, guidelines, and good practices for quality agencies across the European Higher Education Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Association for Quality Assurance in Higher Education Target entity description: The European Association for Quality Assurance in Higher Education (ENQA) is a European network and membership organization that promotes quality assurance in higher education by developing standards, guidelines, and good practices for quality agencies across the European Higher Education Area.
-
A.
European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
-
B.
European Association for International Education
The European Association for International Education (EAIE) is a European professional organization that supports and advances international higher education through training, conferences, networking, and policy advocacy.
-
C.
Quality Assurance Agency for Higher Education
The Quality Assurance Agency for Higher Education is the UK’s independent body responsible for monitoring and advising on standards and quality in higher education institutions.
-
D.
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.
-
E.
Cyprus Agency of Quality Assurance and Accreditation in Higher Education
The Cyprus Agency of Quality Assurance and Accreditation in Higher Education is the national authority responsible for evaluating, accrediting, and overseeing the quality standards of higher education institutions and programs in Cyprus.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9819946808190b41335fb1054accd |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e289462c8190b1625a26f019d744 |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e44fa8c88190a8f7bd715f34ec0b |
completed | May 3, 2026, 5:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e4c96b8c8190bb2f2988a5f8a14b |
completed | May 3, 2026, 6:01 a.m. |
Created at: April 9, 2026, 9:07 p.m.