Triple

T15961398
Position Surface form Disambiguated ID Type / Status
Subject Kruskal–Shafranov instability criterion E387066 entity
Predicate namedAfter P63 FINISHED
Object Vitaly Shafranov
Vitaly Shafranov was a Soviet/Russian plasma physicist renowned for his foundational contributions to magnetically confined fusion theory, including stability criteria and equilibrium descriptions in tokamak devices.
E1209676 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: Vitaly Shafranov | Statement: [Kruskal–Shafranov instability criterion, namedAfter, Vitaly Shafranov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vitaly Shafranov
Context triple: [Kruskal–Shafranov instability criterion, namedAfter, Vitaly Shafranov]
  • A. Semyon Ginzburg
    Semyon Ginzburg was a Soviet architect known for his pioneering role in Constructivist architecture and influential theoretical work on modernist housing design.
  • B. Evgeny Lifshitz
    Evgeny Lifshitz was a Soviet theoretical physicist best known for co-authoring the influential multi-volume "Course of Theoretical Physics" and for his contributions to general relativity and cosmology.
  • C. Matvei Zakharov
    Matvei Zakharov was a Soviet military commander and Marshal of the Soviet Union who held key staff and command roles on the Eastern Front during World War II.
  • D. Vladimir Shamanov
    Vladimir Shamanov is a Russian military general and politician known for his prominent command roles in the Chechen Wars and later service as a senior official in Russia’s armed forces and government.
  • E. Vladimir Gelfreikh
    Vladimir Gelfreikh was a Soviet architect known for his prominent Stalinist-era designs and contributions to major state buildings in Moscow.
  • 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: Vitaly Shafranov
Triple: [Kruskal–Shafranov instability criterion, namedAfter, Vitaly Shafranov]
Generated description
Vitaly Shafranov was a Soviet/Russian plasma physicist renowned for his foundational contributions to magnetically confined fusion theory, including stability criteria and equilibrium descriptions in tokamak devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vitaly Shafranov
Target entity description: Vitaly Shafranov was a Soviet/Russian plasma physicist renowned for his foundational contributions to magnetically confined fusion theory, including stability criteria and equilibrium descriptions in tokamak devices.
  • A. Semyon Ginzburg
    Semyon Ginzburg was a Soviet architect known for his pioneering role in Constructivist architecture and influential theoretical work on modernist housing design.
  • B. Evgeny Lifshitz
    Evgeny Lifshitz was a Soviet theoretical physicist best known for co-authoring the influential multi-volume "Course of Theoretical Physics" and for his contributions to general relativity and cosmology.
  • C. Matvei Zakharov
    Matvei Zakharov was a Soviet military commander and Marshal of the Soviet Union who held key staff and command roles on the Eastern Front during World War II.
  • D. Vladimir Shamanov
    Vladimir Shamanov is a Russian military general and politician known for his prominent command roles in the Chechen Wars and later service as a senior official in Russia’s armed forces and government.
  • E. Vladimir Gelfreikh
    Vladimir Gelfreikh was a Soviet architect known for his prominent Stalinist-era designs and contributions to major state buildings in Moscow.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156ff4cdc81908db31394eaa191bc completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a003546d3e081908f1244b7f4fb1067 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0035cfc31c8190a8ab73bbc1aacaca completed May 10, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_6a00369714a88190a5e4733b67fdacfb completed May 10, 2026, 7:41 a.m.
Created at: April 10, 2026, 4:53 a.m.