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.