Triple

T16784499
Position Surface form Disambiguated ID Type / Status
Subject Ivan Vernadsky E407935 entity
Predicate areaOfInfluence P9 FINISHED
Object Russian economic thought
Russian economic thought encompasses the historical development of economic ideas, theories, and policy debates in Russia, shaped by its unique social, political, and intellectual traditions from the imperial era through the Soviet period to the modern market economy.
E1234286 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: Russian economic thought | Statement: [Ivan Vernadsky, areaOfInfluence, Russian economic thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Russian economic thought
Context triple: [Ivan Vernadsky, areaOfInfluence, Russian economic thought]
  • A. Institute of Economics of the Soviet Academy of Sciences
    The Institute of Economics of the Soviet Academy of Sciences was a leading Soviet research institution specializing in economic theory, planning, and policy analysis under the auspices of the USSR’s central scientific academy.
  • B. Economism in the Russian socialist movement
    Economism in the Russian socialist movement was a trend that prioritized workers’ immediate economic struggles over broader political revolution, drawing sharp criticism from Vladimir Lenin and other Marxist theorists.
  • C. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • D. The Economic Life of Soviet Russia
    The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
  • E. Soviet economy
    The Soviet economy was a centrally planned, state-controlled economic system characterized by government ownership of industry, collective agriculture, and production targets set by national plans rather than market forces.
  • 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: Russian economic thought
Triple: [Ivan Vernadsky, areaOfInfluence, Russian economic thought]
Generated description
Russian economic thought encompasses the historical development of economic ideas, theories, and policy debates in Russia, shaped by its unique social, political, and intellectual traditions from the imperial era through the Soviet period to the modern market economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Russian economic thought
Target entity description: Russian economic thought encompasses the historical development of economic ideas, theories, and policy debates in Russia, shaped by its unique social, political, and intellectual traditions from the imperial era through the Soviet period to the modern market economy.
  • A. Institute of Economics of the Soviet Academy of Sciences
    The Institute of Economics of the Soviet Academy of Sciences was a leading Soviet research institution specializing in economic theory, planning, and policy analysis under the auspices of the USSR’s central scientific academy.
  • B. Economism in the Russian socialist movement
    Economism in the Russian socialist movement was a trend that prioritized workers’ immediate economic struggles over broader political revolution, drawing sharp criticism from Vladimir Lenin and other Marxist theorists.
  • C. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • D. The Economic Life of Soviet Russia
    The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
  • E. Soviet economy
    The Soviet economy was a centrally planned, state-controlled economic system characterized by government ownership of industry, collective agriculture, and production targets set by national plans rather than market forces.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21996cc81909deb88545af7079f completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab056dc88190aeb9e135ae955125 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00abe78194819098a2867c7cb5b8b2 completed May 10, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_6a00afddb580819090e6b4e9dd4c1545 completed May 10, 2026, 4:18 p.m.
Created at: April 10, 2026, 5:22 a.m.