Triple

T340033
Position Surface form Disambiguated ID Type / Status
Subject German Research Foundation E6812 entity
Predicate collaboratesWith P37 FINISHED
Object Leibniz Association
The Leibniz Association is a German network of non-university research institutes that conduct interdisciplinary and application-oriented research across a wide range of scientific fields.
E46292 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: Leibniz Association | Statement: [German Research Foundation, collaboratesWith, Leibniz Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leibniz Association
Context triple: [German Research Foundation, collaboratesWith, Leibniz Association]
  • A. German National Academy of Sciences Leopoldina
    The German National Academy of Sciences Leopoldina is Germany’s foremost national academy of sciences, renowned for uniting leading researchers across disciplines and advising government and society on key scientific issues.
  • B. German Council of Science and Humanities
    The German Council of Science and Humanities is a key advisory body in Germany that provides expert recommendations on the development of science, research, and higher education policy to the federal and state governments.
  • C. Helmholtz Association
    The Helmholtz Association is Germany’s largest scientific research organization, operating a network of national research centers that conduct long-term, large-scale research in areas such as energy, health, environment, and technology.
  • D. Berlin-Brandenburg Academy of Sciences and Humanities
    The Berlin-Brandenburg Academy of Sciences and Humanities is a major German learned society and research institution based in Berlin, continuing the tradition of the historic Prussian Academy of Sciences.
  • E. Göttingen Academy of Sciences and Humanities
    The Göttingen Academy of Sciences and Humanities is a prestigious German learned society and research institution known for its contributions to mathematics, natural sciences, and the humanities.
  • 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: Leibniz Association
Triple: [German Research Foundation, collaboratesWith, Leibniz Association]
Generated description
The Leibniz Association is a German network of non-university research institutes that conduct interdisciplinary and application-oriented research across a wide range of scientific fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leibniz Association
Target entity description: The Leibniz Association is a German network of non-university research institutes that conduct interdisciplinary and application-oriented research across a wide range of scientific fields.
  • A. German National Academy of Sciences Leopoldina
    The German National Academy of Sciences Leopoldina is Germany’s foremost national academy of sciences, renowned for uniting leading researchers across disciplines and advising government and society on key scientific issues.
  • B. German Council of Science and Humanities
    The German Council of Science and Humanities is a key advisory body in Germany that provides expert recommendations on the development of science, research, and higher education policy to the federal and state governments.
  • C. Helmholtz Association
    The Helmholtz Association is Germany’s largest scientific research organization, operating a network of national research centers that conduct long-term, large-scale research in areas such as energy, health, environment, and technology.
  • D. Berlin-Brandenburg Academy of Sciences and Humanities
    The Berlin-Brandenburg Academy of Sciences and Humanities is a major German learned society and research institution based in Berlin, continuing the tradition of the historic Prussian Academy of Sciences.
  • E. Göttingen Academy of Sciences and Humanities
    The Göttingen Academy of Sciences and Humanities is a prestigious German learned society and research institution known for its contributions to mathematics, natural sciences, and the humanities.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eae4fcc08190bd4c2bf0149c8b50 completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e85ff5248190848e7c390d550c59 completed March 1, 2026, 7:18 a.m.
NEDg Description generation batch_69a3e94164408190b8b805f5752efa38 completed March 1, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69a3ea90ddfc819087479810f42ce591 completed March 1, 2026, 7:28 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.