Triple

T228784
Position Surface form Disambiguated ID Type / Status
Subject Guild of European Research-Intensive Universities E4365 entity
Predicate hasMember P10 FINISHED
Object University of Bern
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
 E31630 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: University of Bern | Statement: [Guild of European Research-Intensive Universities, hasMember, University of Bern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Bern
Context triple: [Guild of European Research-Intensive Universities, hasMember, University of Bern]
  • A. University of Fribourg
    The University of Fribourg is a Swiss public university known for its strong bilingual (French and German) teaching and research across a wide range of disciplines.
  • B. University of Zurich
    The University of Zurich is a major public research university in Switzerland renowned for its contributions to science and scholarship, including being one of the institutions where Albert Einstein taught.
  • C. University of Neuchâtel
    The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
  • D. University of Lausanne
    The University of Lausanne is a major public research university in Lausanne, Switzerland, known for its strengths in law, business, life sciences, and social sciences.
  • E. University of Geneva
    The University of Geneva is a major public research university in Switzerland known for its strong programs in international relations, law, and the sciences, and its close ties to numerous international organizations based in Geneva.
  • 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: University of Bern
Triple: [Guild of European Research-Intensive Universities, hasMember, University of Bern]
Generated description
The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Bern
Target entity description: The University of Bern is a major public research university in Switzerland known for its strong programs across the humanities, sciences, and medicine.
  • A. University of Fribourg
    The University of Fribourg is a Swiss public university known for its strong bilingual (French and German) teaching and research across a wide range of disciplines.
  • B. University of Zurich
    The University of Zurich is a major public research university in Switzerland renowned for its contributions to science and scholarship, including being one of the institutions where Albert Einstein taught.
  • C. University of Neuchâtel
    The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
  • D. University of Lausanne
    The University of Lausanne is a major public research university in Lausanne, Switzerland, known for its strengths in law, business, life sciences, and social sciences.
  • E. University of Geneva
    The University of Geneva is a major public research university in Switzerland known for its strong programs in international relations, law, and the sciences, and its close ties to numerous international organizations based in Geneva.
  • F. None of above. chosen

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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c9140c48190b90647400854b37e completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36ceeaf6081908056040506197a18 completed Feb. 28, 2026, 10:32 p.m.
NEDg Description generation batch_69a36d7b01fc8190a5c596b748bbaa53 completed Feb. 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69a36df1839081909c743e1357dd400a completed Feb. 28, 2026, 10:36 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.