Triple
T11961917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clark–Ocone formula |
E284688
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
John Michael Clark
John Michael Clark is a mathematician known for his contributions to stochastic analysis, most notably as a namesake of the Clark–Ocone formula in Malliavin calculus.
|
E959239
|
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: John Michael Clark | Statement: [Clark–Ocone formula, namedAfter, John Michael Clark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Michael Clark Context triple: [Clark–Ocone formula, namedAfter, John Michael Clark]
-
A.
Mike E. Clark
Mike E. Clark is an American record producer best known for his long-running work with Insane Clown Posse and other artists on the Psychopathic Records label.
-
B.
Nick Clark
Nick Clark is a troubled yet resourceful survivor and former heroin addict who becomes a central figure in the post-apocalyptic world of the television series Fear the Walking Dead.
-
C.
Brian Clarke
Brian Clarke is a British artist and leading contemporary stained glass designer known for his innovative architectural glass works and collaborations with prominent cultural figures.
-
D.
Jeffrey Clifford
Jeffrey Clifford is a film producer known for working on major Hollywood comedies and genre films, including "The Spy Who Dumped Me."
-
E.
Jonathan Clark
Jonathan Clark is known as the husband of the late NASA astronaut and physician Laurel B. Clark, who died in the Space Shuttle Columbia disaster.
- 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: John Michael Clark Triple: [Clark–Ocone formula, namedAfter, John Michael Clark]
Generated description
John Michael Clark is a mathematician known for his contributions to stochastic analysis, most notably as a namesake of the Clark–Ocone formula in Malliavin calculus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Michael Clark Target entity description: John Michael Clark is a mathematician known for his contributions to stochastic analysis, most notably as a namesake of the Clark–Ocone formula in Malliavin calculus.
-
A.
Mike E. Clark
Mike E. Clark is an American record producer best known for his long-running work with Insane Clown Posse and other artists on the Psychopathic Records label.
-
B.
Nick Clark
Nick Clark is a troubled yet resourceful survivor and former heroin addict who becomes a central figure in the post-apocalyptic world of the television series Fear the Walking Dead.
-
C.
Brian Clarke
Brian Clarke is a British artist and leading contemporary stained glass designer known for his innovative architectural glass works and collaborations with prominent cultural figures.
-
D.
Jeffrey Clifford
Jeffrey Clifford is a film producer known for working on major Hollywood comedies and genre films, including "The Spy Who Dumped Me."
-
E.
Jonathan Clark
Jonathan Clark is known as the husband of the late NASA astronaut and physician Laurel B. Clark, who died in the Space Shuttle Columbia disaster.
- 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_69f48a83c2448190bb40c199afef2ec2 |
completed | May 1, 2026, 11:12 a.m. |
| NEDg | Description generation | batch_69f48df7790c8190a8e79466f032e86d |
completed | May 1, 2026, 11:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f490dfe4e4819092d7494ba9b807db |
completed | May 1, 2026, 11:39 a.m. |
Created at: April 8, 2026, 9:45 p.m.