Triple

T8593778
Position Surface form Disambiguated ID Type / Status
Subject Constitution of the Communist Party of China E203492 entity
Predicate guidingIdeologyIncludes P13736 FINISHED
Object Marxism–Leninism E1742 NE FINISHED

How this triple was built (3 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: Marxism–Leninism | Statement: [Constitution of the Communist Party of China, guidingIdeologyIncludes, Marxism–Leninism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxism–Leninism
Context triple: [Constitution of the Communist Party of China, guidingIdeologyIncludes, Marxism–Leninism]
  • A. Marxism–Leninism chosen
    Marxism–Leninism is a communist ideological framework that synthesizes Karl Marx’s and Vladimir Lenin’s theories into a doctrine of one-party rule, state control of the economy, and revolutionary vanguard leadership, most prominently associated with the Soviet Union under Joseph Stalin.
  • B. Marxism–Leninism–Maoism
    Marxism–Leninism–Maoism is a revolutionary communist ideology that synthesizes Marxist–Leninist theory with Mao Zedong’s contributions on protracted people’s war, mass line, and cultural revolution, and serves as the guiding doctrine for various contemporary Maoist movements worldwide.
  • C. 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.
  • D. Marxism
    Marxism is a socio-economic and political theory developed by Karl Marx and Friedrich Engels that analyzes class relations and societal conflict through the lens of historical materialism and advocates for the abolition of capitalism and the establishment of a classless, communist society.
  • E. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: guidingIdeologyIncludes
Context triple: [Constitution of the Communist Party of China, guidingIdeologyIncludes, Marxism–Leninism]
  • A. ideologicalTheme
    Indicates that one entity embodies, expresses, or is centrally concerned with a particular ideology or set of ideological beliefs.
  • B. ideologicalCore
    Indicates that one entity represents the central or foundational set of beliefs, values, or principles that fundamentally shape and guide another entity’s ideology.
  • C. ideologyComponent chosen
    Indicates that one ideology is a constituent or defining part of another, broader ideology.
  • D. hasIdeologicalRole
    Indicates that an entity holds or fulfills a specific function, position, or influence within an ideology or ideological framework.
  • E. ideologicalGoal
    Indicates that an entity aims to promote, realize, or advance a particular ideology or set of ideological principles.
  • F. None of above.

Provenance (4 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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46c5e8888190b721e791c449b0df completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8becbd88190837478e302d5e5b4 completed April 2, 2026, 5:34 p.m.
PD Predicate disambiguation batch_69cc454504448190aaad2af8b17357cd completed March 31, 2026, 10:05 p.m.
Created at: March 30, 2026, 6:23 p.m.