Triple
T874996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klaus Schwab |
E18896
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hilde Schwab
Hilde Schwab is a Swiss philanthropist and co-founder of the Schwab Foundation for Social Entrepreneurship, known for her work promoting social innovation and supporting the World Economic Forum’s initiatives.
|
E120926
|
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: Hilde Schwab | Statement: [Klaus Schwab, spouse, Hilde Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hilde Schwab Context triple: [Klaus Schwab, spouse, Hilde Schwab]
-
A.
Margarete Weber
Margarete Weber was the wife of Albert Speer, the Nazi Germany architect and armaments minister.
-
B.
Käthe Jerosch
Käthe Jerosch was the wife of the influential German mathematician David Hilbert and a member of the academic social circles in Göttingen in the late 19th and early 20th centuries.
-
C.
Luisa Neubauer
Luisa Neubauer is a prominent German climate activist and leading organizer of the Fridays for Future movement in Germany.
-
D.
Hildegard Hamm-Brücher
Hildegard Hamm-Brücher was a prominent German liberal politician and long-serving member of the Free Democratic Party (FDP), known for her advocacy of democratic reforms and education policy in postwar Germany.
-
E.
Ilse Pröhl
Ilse Pröhl was the wife of high-ranking Nazi official Rudolf Hess and a German woman who largely remained out of the public eye despite her husband's prominent role in the Third Reich.
- 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: Hilde Schwab Triple: [Klaus Schwab, spouse, Hilde Schwab]
Generated description
Hilde Schwab is a Swiss philanthropist and co-founder of the Schwab Foundation for Social Entrepreneurship, known for her work promoting social innovation and supporting the World Economic Forum’s initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hilde Schwab Target entity description: Hilde Schwab is a Swiss philanthropist and co-founder of the Schwab Foundation for Social Entrepreneurship, known for her work promoting social innovation and supporting the World Economic Forum’s initiatives.
-
A.
Margarete Weber
Margarete Weber was the wife of Albert Speer, the Nazi Germany architect and armaments minister.
-
B.
Käthe Jerosch
Käthe Jerosch was the wife of the influential German mathematician David Hilbert and a member of the academic social circles in Göttingen in the late 19th and early 20th centuries.
-
C.
Luisa Neubauer
Luisa Neubauer is a prominent German climate activist and leading organizer of the Fridays for Future movement in Germany.
-
D.
Hildegard Hamm-Brücher
Hildegard Hamm-Brücher was a prominent German liberal politician and long-serving member of the Free Democratic Party (FDP), known for her advocacy of democratic reforms and education policy in postwar Germany.
-
E.
Ilse Pröhl
Ilse Pröhl was the wife of high-ranking Nazi official Rudolf Hess and a German woman who largely remained out of the public eye despite her husband's prominent role in the Third Reich.
- 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_69a4938db1f081909bcd1ad2713b6096 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4acae12948190923d31966c26a130 |
completed | March 1, 2026, 9:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3b99a6c08190995ece1c1e9a54c9 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c30311081909e817de7cf9c2d9b |
completed | March 7, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3c9cc1ec819087df1f4c4efc5646 |
completed | March 7, 2026, 2:56 p.m. |
Created at: March 1, 2026, 7:39 p.m.