Triple

T11222704
Position Surface form Disambiguated ID Type / Status
Subject Thomas F. Hofmann E265611 entity
Predicate memberOf P10 FINISHED
Object German Academy of Science and Engineering
The German Academy of Science and Engineering (acatech) is Germany’s national academy that advises government and society on issues of technology, innovation, and engineering-related science.
E912170 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: German Academy of Science and Engineering | Statement: [Thomas F. Hofmann, memberOf, German Academy of Science and Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Academy of Science and Engineering
Context triple: [Thomas F. Hofmann, memberOf, German Academy of Science and Engineering]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Union of German Academies of Sciences and Humanities
    The Union of German Academies of Sciences and Humanities is an umbrella organization that brings together Germany’s regional academies to coordinate and promote high-level research and scholarly collaboration across the sciences and 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: German Academy of Science and Engineering
Triple: [Thomas F. Hofmann, memberOf, German Academy of Science and Engineering]
Generated description
The German Academy of Science and Engineering (acatech) is Germany’s national academy that advises government and society on issues of technology, innovation, and engineering-related science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Academy of Science and Engineering
Target entity description: The German Academy of Science and Engineering (acatech) is Germany’s national academy that advises government and society on issues of technology, innovation, and engineering-related science.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Union of German Academies of Sciences and Humanities
    The Union of German Academies of Sciences and Humanities is an umbrella organization that brings together Germany’s regional academies to coordinate and promote high-level research and scholarly collaboration across the sciences and 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8ec8fb08190b27144ab65f85957 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4977cab4481909c6b94ca07cd5e4a completed April 19, 2026, 8:51 a.m.
NEDg Description generation batch_69e49d38c2488190bfd4ba7772f534fe completed April 19, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69e49e8dc4ec81908d0defe77827d197 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:30 p.m.