Triple
T15361005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vladimir Vapnik |
E367287
|
entity |
| Predicate | hasCollaborator |
P10645
|
FINISHED |
| Object |
Alexey Chervonenkis
Alexey Chervonenkis was a Soviet and Russian mathematician and computer scientist best known as a co-founder of statistical learning theory and for the Vapnik–Chervonenkis (VC) theory of machine learning.
|
E1153661
|
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: Alexey Chervonenkis | Statement: [Vladimir Vapnik, hasCollaborator, Alexey Chervonenkis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexey Chervonenkis Context triple: [Vladimir Vapnik, hasCollaborator, Alexey Chervonenkis]
-
A.
Vladimir May-Mayevsky
Vladimir May-Mayevsky was a White Army general in the Russian Civil War who led anti-Bolshevik forces in southern Russia.
-
B.
S. Yaroslavtsev
S. Yaroslavtsev is a literary pseudonym used by Soviet science fiction writer Arkady Strugatsky, known for his influential speculative and philosophical works co-authored with his brother Boris.
-
C.
Viktor Glushkov
Viktor Glushkov was a pioneering Soviet mathematician and computer scientist, often regarded as a founding figure of cybernetics and computer technology in the USSR.
-
D.
Sergey Ioffe
Sergey Ioffe is a computer scientist and researcher in machine learning, best known for co-authoring the influential Batch Normalization technique widely used in deep neural networks.
-
E.
Mikhail Tsetlin
Mikhail Tsetlin was a Soviet mathematician known for his contributions to representation theory and for co-developing the Gelfand–Tsetlin basis.
- 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: Alexey Chervonenkis Triple: [Vladimir Vapnik, hasCollaborator, Alexey Chervonenkis]
Generated description
Alexey Chervonenkis was a Soviet and Russian mathematician and computer scientist best known as a co-founder of statistical learning theory and for the Vapnik–Chervonenkis (VC) theory of machine learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexey Chervonenkis Target entity description: Alexey Chervonenkis was a Soviet and Russian mathematician and computer scientist best known as a co-founder of statistical learning theory and for the Vapnik–Chervonenkis (VC) theory of machine learning.
-
A.
Vladimir May-Mayevsky
Vladimir May-Mayevsky was a White Army general in the Russian Civil War who led anti-Bolshevik forces in southern Russia.
-
B.
S. Yaroslavtsev
S. Yaroslavtsev is a literary pseudonym used by Soviet science fiction writer Arkady Strugatsky, known for his influential speculative and philosophical works co-authored with his brother Boris.
-
C.
Viktor Glushkov
Viktor Glushkov was a pioneering Soviet mathematician and computer scientist, often regarded as a founding figure of cybernetics and computer technology in the USSR.
-
D.
Sergey Ioffe
Sergey Ioffe is a computer scientist and researcher in machine learning, best known for co-authoring the influential Batch Normalization technique widely used in deep neural networks.
-
E.
Mikhail Tsetlin
Mikhail Tsetlin was a Soviet mathematician known for his contributions to representation theory and for co-developing the Gelfand–Tsetlin basis.
- 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e4607408190ab281a7f7a8012d3 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b4a181c8190bffc1ac1a86e215d |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0f82441c81909a8ae13817fd3e96 |
completed | May 9, 2026, 10:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0fd586708190a54b33efd27d84b2 |
completed | May 9, 2026, 10:43 a.m. |
Created at: April 10, 2026, 3:18 a.m.