Triple

T6430907
Position Surface form Disambiguated ID Type / Status
Subject Nikos Zachariadis E128174 entity
Predicate politicalIdeology P496 FINISHED
Object Stalinism
Stalinism is a form of Marxist-Leninist ideology characterized by centralized authoritarian rule, rapid industrialization, collectivization of agriculture, and extensive use of state repression and propaganda, as developed under Joseph Stalin in the Soviet Union.
E6791 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: Stalinism | Statement: [Nikos Zachariadis, politicalIdeology, Stalinism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stalinism
Context triple: [Nikos Zachariadis, politicalIdeology, Stalinism]
  • A. Stalin era
    The Stalin era was the period of Joseph Stalin’s rule over the Soviet Union, marked by rapid industrialization, forced collectivization, intense political repression, and the establishment of a totalitarian regime.
  • B. Stalinist repressions
    Stalinist repressions were a series of brutal state-sponsored persecutions, mass arrests, executions, and engineered famines under Joseph Stalin’s rule in the Soviet Union, targeting perceived political enemies and entire social groups.
  • C. Titoism
    Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
  • D. War Communism
    War Communism was the Bolshevik economic and political system during the Russian Civil War, characterized by state control of industry, forced grain requisitioning, and the suppression of private trade.
  • E. Leninism
    Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
  • 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: Stalinism
Triple: [Nikos Zachariadis, politicalIdeology, Stalinism]
Generated description
Stalinism is a form of Marxist-Leninist ideology characterized by centralized authoritarian rule, rapid industrialization, collectivization of agriculture, and extensive use of state repression and propaganda, as developed under Joseph Stalin in the Soviet Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stalinism
Target entity description: Stalinism is a form of Marxist-Leninist ideology characterized by centralized authoritarian rule, rapid industrialization, collectivization of agriculture, and extensive use of state repression and propaganda, as developed under Joseph Stalin in the Soviet Union.
  • A. Stalin era chosen
    The Stalin era was the period of Joseph Stalin’s rule over the Soviet Union, marked by rapid industrialization, forced collectivization, intense political repression, and the establishment of a totalitarian regime.
  • B. Stalinist repressions
    Stalinist repressions were a series of brutal state-sponsored persecutions, mass arrests, executions, and engineered famines under Joseph Stalin’s rule in the Soviet Union, targeting perceived political enemies and entire social groups.
  • C. Titoism
    Titoism is a form of socialist ideology associated with Josip Broz Tito that emphasized workers’ self-management, non-alignment in foreign policy, and independence from Soviet control.
  • D. War Communism
    War Communism was the Bolshevik economic and political system during the Russian Civil War, characterized by state control of industry, forced grain requisitioning, and the suppression of private trade.
  • E. Leninism
    Leninism is a Marxist political and revolutionary theory that emphasizes the role of a vanguard party, democratic centralism, and the necessity of a proletarian dictatorship to achieve and consolidate socialism.
  • F. None of above.

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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0693b872c819082a7d0e257018831 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640e9ae8481909229bcf6d5e793d3 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c641ff05c08190ab9526b095b038fa completed March 27, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69c642a344e48190bccb0f0d122fca4c completed March 27, 2026, 8:41 a.m.
Created at: March 22, 2026, 4:44 p.m.