Triple
T4688369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Klaus |
E103973
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object | Klaus Schwab |
E18896
|
NE FINISHED |
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: [Klaus, notableBearer, Klaus Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Schwab Context triple: [Klaus, notableBearer, 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.
Walter Eucken
Walter Eucken was a German economist and leading figure of the Freiburg School whose ideas laid the intellectual foundation for the postwar German social market economy.
-
C.
Peter Huber
Peter Huber is a relatively common personal name shared by multiple individuals across various professions, including law, politics, and academia.
-
D.
Ernst Torgler
Ernst Torgler was a German Communist politician who became widely known as a principal defendant in the 1933 Reichstag fire trial under the Nazi regime.
-
E.
Klaus Tschira
Klaus Tschira was a German physicist, entrepreneur, and philanthropist best known as one of the co-founders of the software company SAP.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03b75e3481908aa27eeaeec490ca |
completed | March 21, 2026, 2:34 a.m. |
Created at: March 20, 2026, 1:16 p.m.