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.