Triple

T1691925
Position Surface form Disambiguated ID Type / Status
Subject Rudolf E. Kálmán E36567 entity
Predicate employer P7 FINISHED
Object Research Institute for Advanced Studies (RIAS)
The Research Institute for Advanced Studies (RIAS) was a pioneering American research center, particularly renowned in the mid-20th century for foundational work in control theory, systems science, and related advanced engineering fields.
E191952 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: Research Institute for Advanced Studies (RIAS) | Statement: [Rudolf E. Kálmán, employer, Research Institute for Advanced Studies (RIAS)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Research Institute for Advanced Studies (RIAS)
Context triple: [Rudolf E. Kálmán, employer, Research Institute for Advanced Studies (RIAS)]
  • A. Fraunhofer Society
    The Fraunhofer Society is a leading German organization for applied research, operating numerous institutes that develop practical innovations and technologies for industry and society.
  • B. Heidelberg Institute for Theoretical Studies
    The Heidelberg Institute for Theoretical Studies is a research institute in Heidelberg, Germany, focused on advanced theoretical and computational science across disciplines such as physics, life sciences, and digital humanities.
  • 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. 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.
  • 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: Research Institute for Advanced Studies (RIAS)
Triple: [Rudolf E. Kálmán, employer, Research Institute for Advanced Studies (RIAS)]
Generated description
The Research Institute for Advanced Studies (RIAS) was a pioneering American research center, particularly renowned in the mid-20th century for foundational work in control theory, systems science, and related advanced engineering fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Research Institute for Advanced Studies (RIAS)
Target entity description: The Research Institute for Advanced Studies (RIAS) was a pioneering American research center, particularly renowned in the mid-20th century for foundational work in control theory, systems science, and related advanced engineering fields.
  • A. Fraunhofer Society
    The Fraunhofer Society is a leading German organization for applied research, operating numerous institutes that develop practical innovations and technologies for industry and society.
  • B. Heidelberg Institute for Theoretical Studies
    The Heidelberg Institute for Theoretical Studies is a research institute in Heidelberg, Germany, focused on advanced theoretical and computational science across disciplines such as physics, life sciences, and digital humanities.
  • 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. 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.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62b097488190907e3bce234e3c77 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad7996a39481909152a6a799659c93 completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad7bd602e4819093768853da8f506c completed March 8, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69ad8200103c81908e0b3d134b291409 completed March 8, 2026, 2:04 p.m.
Created at: March 4, 2026, 7:29 p.m.