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.