Triple

T18033843
Position Surface form Disambiguated ID Type / Status
Subject Democratic Left E431455 entity
Predicate opposedIdeology P437 FINISHED
Object Stalinism
Stalinism is a form of authoritarian Marxist-Leninist ideology characterized by centralized state control, rapid industrialization, and political repression under the leadership model associated with Joseph Stalin.
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: [Democratic Left, opposedIdeology, Stalinism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stalinism
Context triple: [Democratic Left, opposedIdeology, 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. Bolshevism
    Bolshevism is a radical Marxist-Leninist political movement and ideology that led the Russian Revolution of 1917 and established the foundation of the Soviet state.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: [Democratic Left, opposedIdeology, Stalinism]
Generated description
Stalinism is a form of authoritarian Marxist-Leninist ideology characterized by centralized state control, rapid industrialization, and political repression under the leadership model associated with Joseph Stalin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stalinism
Target entity description: Stalinism is a form of authoritarian Marxist-Leninist ideology characterized by centralized state control, rapid industrialization, and political repression under the leadership model associated with Joseph Stalin.
  • 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. Bolshevism
    Bolshevism is a radical Marxist-Leninist political movement and ideology that led the Russian Revolution of 1917 and established the foundation of the Soviet state.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be38766c8190ae95701f4575469c completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349af4b14819080e11af78b93d00a completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c5c2f6c81909582d40a256183e5 completed May 12, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_6a034d3e53fc8190b6afd40f6bdc7883 completed May 12, 2026, 3:54 p.m.
Created at: April 10, 2026, 10:25 a.m.