Triple

T147969
Position Surface form Disambiguated ID Type / Status
Subject European Higher Education Area E3370 entity
Predicate precededBy P97 FINISHED
Object Bologna Process
The Bologna Process is a European initiative launched in 1999 to harmonize higher education systems across participating countries, promoting comparability of degrees, student mobility, and quality assurance.
E3370 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: Bologna Process | Statement: [European Higher Education Area, precededBy, Bologna Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bologna Process
Context triple: [European Higher Education Area, precededBy, Bologna Process]
  • A. European Higher Education Area
    The European Higher Education Area is a collaborative framework that harmonizes higher education systems across participating European countries to promote comparability, mobility, and quality in universities and other institutions.
  • B. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • C. 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.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. Guild of European Research-Intensive Universities
    The Guild of European Research-Intensive Universities is a network of leading European universities dedicated to advancing high-quality research, innovation, and influence on European higher education policy.
  • 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: Bologna Process
Triple: [European Higher Education Area, precededBy, Bologna Process]
Generated description
The Bologna Process is a European initiative launched in 1999 to harmonize higher education systems across participating countries, promoting comparability of degrees, student mobility, and quality assurance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bologna Process
Target entity description: The Bologna Process is a European initiative launched in 1999 to harmonize higher education systems across participating countries, promoting comparability of degrees, student mobility, and quality assurance.
  • A. European Higher Education Area chosen
    The European Higher Education Area is a collaborative framework that harmonizes higher education systems across participating European countries to promote comparability, mobility, and quality in universities and other institutions.
  • B. Lisbon Strategy
    The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
  • C. 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.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. Guild of European Research-Intensive Universities
    The Guild of European Research-Intensive Universities is a network of leading European universities dedicated to advancing high-quality research, innovation, and influence on European higher education policy.
  • F. None of above.

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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a257ecb6f48190992c4c8ca908a81c completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2c52df3b48190960c53fd872ff897 completed Feb. 28, 2026, 10:36 a.m.
NEDg Description generation batch_69a2c5a7925481909fa398453451a126 completed Feb. 28, 2026, 10:38 a.m.
NED2 Entity disambiguation (via description) batch_69a2c60ae5108190b735939eac69e11a completed Feb. 28, 2026, 10:40 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.