Triple
T19758384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thierry Malleret |
E474561
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Klaus Schwab |
—
|
NE NERFINISHED |
How this triple was built (2 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: Klaus Schwab | Statement: [Thierry Malleret, coAuthorWith, Klaus Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Schwab Context triple: [Thierry Malleret, coAuthorWith, Klaus Schwab]
-
A.
Klaus Schwab
chosen
Klaus Schwab is a German engineer and economist best known as the founder and executive chairman of the World Economic Forum, a prominent international organization for public–private cooperation.
-
B.
Dietmar Schwab
Dietmar Schwab is a relatively obscure individual sharing the common German surname Schwab, with no widely documented public achievements or roles.
-
C.
Peter Hartz
Peter Hartz is a German manager and former Volkswagen executive best known for designing the controversial labor market reforms in Germany commonly referred to as the Hartz reforms.
-
D.
Reinhard Mohn
Reinhard Mohn was a German media entrepreneur and philanthropist best known for transforming Bertelsmann into a global media conglomerate and for his influential work in corporate social responsibility.
-
E.
Klaus Osterwalder
Klaus Osterwalder is a professional associate and collaborator of Robert Schrader, known for working together on shared projects or research.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531d711c8190996fcf967c39c523 |
completed | April 20, 2026, 4:23 p.m. |
Created at: April 10, 2026, 1:48 p.m.