Triple

T23464324
Position Surface form Disambiguated ID Type / Status
Subject Parisi solution of spin glasses E569063 entity
Predicate mathematicallyProvedBy P144592 FINISHED
Object Dmitry Panchenko
Dmitry Panchenko is a mathematician known for his rigorous work in probability theory and statistical mechanics, particularly for providing a mathematical proof of the Parisi solution for spin glasses.
E1589442 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: Dmitry Panchenko | Statement: [Parisi solution of spin glasses, mathematicallyProvedBy, Dmitry Panchenko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dmitry Panchenko
Context triple: [Parisi solution of spin glasses, mathematicallyProvedBy, Dmitry Panchenko]
  • A. Alexey Chumachenko
    Alexey Chumachenko is a Russian academic and administrator who serves as the rector of Saratov State University.
  • B. Dmitry Kovtun
    Dmitry Kovtun was a former KGB officer and Russian businessman widely suspected of involvement in the radioactive polonium-210 poisoning of ex-spy Alexander Litvinenko in London in 2006.
  • C. Pavel Zhigarev
    Pavel Zhigarev was a prominent Soviet military aviator and Marshal of Aviation who served as a leading commander of the Soviet Air Forces during and after World War II.
  • D. Bogdan Khitrovo
    Bogdan Khitrovo was a 17th-century Russian statesman and military leader who served under Tsar Alexei Mikhailovich and played a key role in the expansion and administration of the Russian state.
  • E. Pavel Kadochnikov
    Pavel Kadochnikov was a prominent Soviet film and theater actor known for his leading roles in classic Russian cinema of the mid-20th century.
  • 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: Dmitry Panchenko
Triple: [Parisi solution of spin glasses, mathematicallyProvedBy, Dmitry Panchenko]
Generated description
Dmitry Panchenko is a mathematician known for his rigorous work in probability theory and statistical mechanics, particularly for providing a mathematical proof of the Parisi solution for spin glasses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dmitry Panchenko
Target entity description: Dmitry Panchenko is a mathematician known for his rigorous work in probability theory and statistical mechanics, particularly for providing a mathematical proof of the Parisi solution for spin glasses.
  • A. Alexey Chumachenko
    Alexey Chumachenko is a Russian academic and administrator who serves as the rector of Saratov State University.
  • B. Dmitry Kovtun
    Dmitry Kovtun was a former KGB officer and Russian businessman widely suspected of involvement in the radioactive polonium-210 poisoning of ex-spy Alexander Litvinenko in London in 2006.
  • C. Pavel Zhigarev
    Pavel Zhigarev was a prominent Soviet military aviator and Marshal of Aviation who served as a leading commander of the Soviet Air Forces during and after World War II.
  • D. Bogdan Khitrovo
    Bogdan Khitrovo was a 17th-century Russian statesman and military leader who served under Tsar Alexei Mikhailovich and played a key role in the expansion and administration of the Russian state.
  • E. Pavel Kadochnikov
    Pavel Kadochnikov was a prominent Soviet film and theater actor known for his leading roles in classic Russian cinema of the mid-20th century.
  • 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_69e2458ebd808190b3298163132cfb0b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a6f9e59081909e8cf224ee46109c completed April 29, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c82530b8081908e04e647180d8195 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6efb0d88190bf15b18cc3f12482 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca80db6288190ae99313c1f2485db completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:54 p.m.