Triple

T14918584
Position Surface form Disambiguated ID Type / Status
Subject Dutch-Flemish Accreditation Organisation E371446 entity
Predicate followsStandard P1587 FINISHED
Object European Standards and Guidelines for Quality Assurance in the European Higher Education Area E1022522 NE FINISHED

How this triple was built (2 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 Standards and Guidelines for Quality Assurance in the European Higher Education Area | Statement: [Dutch-Flemish Accreditation Organisation, followsStandard, European 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: European Standards and Guidelines for Quality Assurance in the European Higher Education Area
Context triple: [Dutch-Flemish Accreditation Organisation, followsStandard, European Standards and Guidelines for Quality Assurance in the European Higher Education Area]
  • A. Standards and Guidelines for Quality Assurance in the European Higher Education Area chosen
    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.
  • B. European Quality Assurance Register for Higher Education
    The European Quality Assurance Register for Higher Education (EQAR) is a European-level registry that lists and oversees quality assurance agencies in higher education to ensure they meet agreed international standards.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded62f76bc81909ebc8899096cd1a0 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bf2120819099df39bdc1da691b completed May 8, 2026, 11:33 p.m.
Created at: April 10, 2026, 2:33 a.m.