Triple

T10991229
Position Surface form Disambiguated ID Type / Status
Subject random matrix theory E259756 entity
Predicate developedBy P73 FINISHED
Object Leonid Pastur
Leonid Pastur is a Ukrainian mathematician renowned for his foundational contributions to random matrix theory and spectral theory of random operators.
E1012670 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: Leonid Pastur | Statement: [random matrix theory, developedBy, Leonid Pastur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonid Pastur
Context triple: [random matrix theory, developedBy, Leonid Pastur]
  • A. Leonid Kizim
    Leonid Kizim was a Soviet cosmonaut and test pilot known for commanding several long-duration space missions during the early era of modular space stations.
  • B. Pyotr Ivanovich Miloslavsky
    Pyotr Ivanovich Miloslavsky was a Russian nobleman and statesman of the 17th century associated with the early development and administration of frontier towns in the Russian Empire.
  • C. Viktor Sadovnichiy
    Viktor Sadovnichiy is a Russian mathematician and academic leader who has long served as the influential rector of Moscow State University.
  • D. Semyon Zmeev
    Semyon Zmeev was a historical Russian figure credited with founding the city of Simbirsk in the Russian Empire.
  • E. Leonid Govorov
    Leonid Govorov was a Soviet artillery marshal and military commander best known for his key role in organizing the defense and eventual lifting of the Siege of Leningrad during World War II.
  • 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: Leonid Pastur
Triple: [random matrix theory, developedBy, Leonid Pastur]
Generated description
Leonid Pastur is a Ukrainian mathematician renowned for his foundational contributions to random matrix theory and spectral theory of random operators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonid Pastur
Target entity description: Leonid Pastur is a Ukrainian mathematician renowned for his foundational contributions to random matrix theory and spectral theory of random operators.
  • A. Leonid Kizim
    Leonid Kizim was a Soviet cosmonaut and test pilot known for commanding several long-duration space missions during the early era of modular space stations.
  • B. Pyotr Ivanovich Miloslavsky
    Pyotr Ivanovich Miloslavsky was a Russian nobleman and statesman of the 17th century associated with the early development and administration of frontier towns in the Russian Empire.
  • C. Viktor Sadovnichiy
    Viktor Sadovnichiy is a Russian mathematician and academic leader who has long served as the influential rector of Moscow State University.
  • D. Semyon Zmeev
    Semyon Zmeev was a historical Russian figure credited with founding the city of Simbirsk in the Russian Empire.
  • E. Leonid Govorov
    Leonid Govorov was a Soviet artillery marshal and military commander best known for his key role in organizing the defense and eventual lifting of the Siege of Leningrad during World War II.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d795d1e918819090c71f5a077fa15a completed April 9, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8b5ad3c81909c38c83804b7d337 completed May 3, 2026, 2:53 a.m.
NEDg Description generation batch_69f6b9dac2c88190850304023f156969 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 8, 2026, 9:24 p.m.