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.