Triple

T13660446
Position Surface form Disambiguated ID Type / Status
Subject French universities E326980 entity
Predicate followsFramework P26745 FINISHED
Object Bologna Process E440603 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: Bologna Process | Statement: [French universities, followsFramework, Bologna Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bologna Process
Context triple: [French universities, followsFramework, Bologna Process]
  • A. Bologna Process chosen
    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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc620df208190afaccf3ddd10aa60 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b08d27c8190badc612c26423c0e completed May 3, 2026, 5:51 p.m.
Created at: April 9, 2026, 9:52 p.m.