Triple
T11961918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clark–Ocone formula |
E284688
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Daniel Ocone
Daniel Ocone is an American mathematician known for his contributions to stochastic analysis, particularly the development of the Clark–Ocone formula in Malliavin calculus.
|
E956302
|
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: Daniel Ocone | Statement: [Clark–Ocone formula, namedAfter, Daniel Ocone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Ocone Context triple: [Clark–Ocone formula, namedAfter, Daniel Ocone]
-
A.
Freddy Delbaen
Freddy Delbaen is a Belgian mathematician renowned for his contributions to probability theory and mathematical finance, particularly in the development of coherent risk measures.
-
B.
Sanford Rothenberg
Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
-
C.
Paul Tudor Jones
Paul Tudor Jones is an American billionaire hedge fund manager, philanthropist, and founder of Tudor Investment Corporation, known for his macro trading and for predicting the 1987 stock market crash.
-
D.
Eric Rosse
Eric Rosse is an American record producer and songwriter best known for his work with artists like Tori Amos and Sara Bareilles.
-
E.
Leo Trepp
Leo Trepp was a German-born rabbi, scholar, and historian of Judaism known for his work on Jewish philosophy, ethics, and the history of German Jewry.
- 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: Daniel Ocone Triple: [Clark–Ocone formula, namedAfter, Daniel Ocone]
Generated description
Daniel Ocone is an American mathematician known for his contributions to stochastic analysis, particularly the development of the Clark–Ocone formula in Malliavin calculus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Ocone Target entity description: Daniel Ocone is an American mathematician known for his contributions to stochastic analysis, particularly the development of the Clark–Ocone formula in Malliavin calculus.
-
A.
Freddy Delbaen
Freddy Delbaen is a Belgian mathematician renowned for his contributions to probability theory and mathematical finance, particularly in the development of coherent risk measures.
-
B.
Sanford Rothenberg
Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
-
C.
Paul Tudor Jones
Paul Tudor Jones is an American billionaire hedge fund manager, philanthropist, and founder of Tudor Investment Corporation, known for his macro trading and for predicting the 1987 stock market crash.
-
D.
Eric Rosse
Eric Rosse is an American record producer and songwriter best known for his work with artists like Tori Amos and Sara Bareilles.
-
E.
Leo Trepp
Leo Trepp was a German-born rabbi, scholar, and historian of Judaism known for his work on Jewish philosophy, ethics, and the history of German Jewry.
- 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_69d6ab2eaeb881909f7914758f859413 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9037848f481908276716675464464 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4592fa9a48190a0450e3d0c57c4d3 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:45 p.m.