Triple
T5411878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | swissuniversities |
E121029
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
European university organizations
European university organizations are collaborative networks and associations that bring together higher education institutions across Europe to coordinate policies, promote academic cooperation, and represent universities’ interests at the regional and international levels.
|
E9814
|
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: European university organizations | Statement: [swissuniversities, collaboratesWith, European university organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European university organizations Context triple: [swissuniversities, collaboratesWith, European university organizations]
-
A.
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.
-
B.
Alliance of European Universities (EC2U)
The Alliance of European Universities (EC2U) is a transnational higher education consortium that brings together several European universities to promote joint teaching, research, and innovation across the continent.
-
C.
European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
-
D.
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.
-
E.
Arqus European University Alliance
Arqus European University Alliance is a transnational network of European universities collaborating to enhance higher education, research, and societal engagement across member institutions.
- 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: European university organizations Triple: [swissuniversities, collaboratesWith, European university organizations]
Generated description
European university organizations are collaborative networks and associations that bring together higher education institutions across Europe to coordinate policies, promote academic cooperation, and represent universities’ interests at the regional and international levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European university organizations Target entity description: European university organizations are collaborative networks and associations that bring together higher education institutions across Europe to coordinate policies, promote academic cooperation, and represent universities’ interests at the regional and international levels.
-
A.
European University Association
chosen
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.
-
B.
Alliance of European Universities (EC2U)
The Alliance of European Universities (EC2U) is a transnational higher education consortium that brings together several European universities to promote joint teaching, research, and innovation across the continent.
-
C.
European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
-
D.
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.
-
E.
Arqus European University Alliance
Arqus European University Alliance is a transnational network of European universities collaborating to enhance higher education, research, and societal engagement across member institutions.
- 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_69bd463a41cc8190b32ff5af2b96ca93 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87b9e578819086380ff18a633cb0 |
completed | March 20, 2026, 5:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf33a22e188190861459f74c3f615a |
completed | March 22, 2026, 12:11 a.m. |
| NEDg | Description generation | batch_69bf342cca148190bd8d09ef8b606602 |
completed | March 22, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf34a5e3c08190bb27e20c6bbc2165 |
completed | March 22, 2026, 12:15 a.m. |
Created at: March 20, 2026, 2:05 p.m.