Triple
T7652156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel Kahneman |
E173277
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Olivier Sibony
Olivier Sibony is a French professor, author, and former McKinsey partner known for his work on decision-making, behavioral strategy, and noise in judgment.
|
E691572
|
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: Olivier Sibony | Statement: [Daniel Kahneman, coAuthor, Olivier Sibony]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Olivier Sibony Context triple: [Daniel Kahneman, coAuthor, Olivier Sibony]
-
A.
Nicolas Dufourcq
Nicolas Dufourcq is a French business executive known for leading major technology and finance institutions, including serving as chairman of semiconductor company STMicroelectronics.
-
B.
Stéphane Séjourné
Stéphane Séjourné is a French politician and Member of the European Parliament closely associated with President Emmanuel Macron’s centrist political movement.
-
C.
Laurent Merle
Laurent Merle is a French local politician serving as the mayor of the commune of Dolomieu in southeastern France.
-
D.
Frédéric Boissonnas
Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
-
E.
Pierre Morel
Pierre Morel is a French film director and cinematographer best known for high-octane action movies such as "Taken" and "District 13."
- 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: Olivier Sibony Triple: [Daniel Kahneman, coAuthor, Olivier Sibony]
Generated description
Olivier Sibony is a French professor, author, and former McKinsey partner known for his work on decision-making, behavioral strategy, and noise in judgment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Olivier Sibony Target entity description: Olivier Sibony is a French professor, author, and former McKinsey partner known for his work on decision-making, behavioral strategy, and noise in judgment.
-
A.
Nicolas Dufourcq
Nicolas Dufourcq is a French business executive known for leading major technology and finance institutions, including serving as chairman of semiconductor company STMicroelectronics.
-
B.
Stéphane Séjourné
Stéphane Séjourné is a French politician and Member of the European Parliament closely associated with President Emmanuel Macron’s centrist political movement.
-
C.
Laurent Merle
Laurent Merle is a French local politician serving as the mayor of the commune of Dolomieu in southeastern France.
-
D.
Frédéric Boissonnas
Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
-
E.
Pierre Morel
Pierre Morel is a French film director and cinematographer best known for high-octane action movies such as "Taken" and "District 13."
- 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701770ac881909452348c9547ab47 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c98f54f0908190afec4f26e96d8173 |
completed | March 29, 2026, 8:45 p.m. |
| NEDg | Description generation | batch_69c990477ec881909ba48e92ec8ef64f |
completed | March 29, 2026, 8:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9909f9fac81909a15f09cbb654524 |
completed | March 29, 2026, 8:50 p.m. |
Created at: March 27, 2026, 3:58 p.m.