Triple

T13124811
Position Surface form Disambiguated ID Type / Status
Subject FIBAA E311816 entity
Predicate compliesWith P3994 FINISHED
Object Standards and Guidelines for Quality Assurance in the European Higher Education Area
The Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG) are a set of common principles and criteria that underpin and harmonize internal and external quality assurance systems across European higher education institutions.
E1022522 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: Standards and Guidelines for Quality Assurance in the European Higher Education Area | Statement: [FIBAA, compliesWith, Standards and Guidelines for Quality Assurance in the European Higher Education Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Standards and Guidelines for Quality Assurance in the European Higher Education Area
Context triple: [FIBAA, compliesWith, Standards and Guidelines for Quality Assurance in the European Higher Education Area]
  • A. 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.
  • 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. 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 Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • E. Bologna Declaration 1999
    The Bologna Declaration 1999 is a landmark European higher education reform agreement that launched the Bologna Process to create a more comparable, compatible, and coherent system of university degrees across Europe.
  • 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: Standards and Guidelines for Quality Assurance in the European Higher Education Area
Triple: [FIBAA, compliesWith, Standards and Guidelines for Quality Assurance in the European Higher Education Area]
Generated description
The Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG) are a set of common principles and criteria that underpin and harmonize internal and external quality assurance systems across European higher education institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Standards and Guidelines for Quality Assurance in the European Higher Education Area
Target entity description: The Standards and Guidelines for Quality Assurance in the European Higher Education Area (ESG) are a set of common principles and criteria that underpin and harmonize internal and external quality assurance systems across European higher education institutions.
  • A. 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.
  • 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. 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 Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • E. Bologna Declaration 1999
    The Bologna Declaration 1999 is a landmark European higher education reform agreement that launched the Bologna Process to create a more comparable, compatible, and coherent system of university degrees across Europe.
  • 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.