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.