Triple

T11766926
Position Surface form Disambiguated ID Type / Status
Subject Reflections on China E279804 entity
Predicate authorIdeology P496 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: [Reflections on China, authorIdeology, Marxism–Leninism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxism–Leninism
Context triple: [Reflections on China, authorIdeology, 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: authorIdeology
Context triple: [Reflections on China, authorIdeology, Marxism–Leninism]
  • A. mainIdeologue
    Indicates that one entity serves as the primary theorist or chief ideological architect behind another entity’s beliefs, policies, or movement.
  • B. ideology chosen
    Indicates the belief system or set of political, social, or philosophical principles that an entity adheres to or promotes.
  • C. hasIdeologicalPosition
    Indicates that an entity holds, endorses, or is associated with a particular ideological stance or viewpoint.
  • D. ideologicalRange
    Indicates the span or spectrum of ideological positions or beliefs associated with an entity, typically from one end of a defined ideological scale to the other.
  • E. ideologicalInfluence
    Indicates that one entity’s beliefs, values, or doctrines shape, guide, or significantly affect the ideology of another entity.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a8c2e8b08190a31b1e284fca2aee completed April 10, 2026, 7:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69f280e9e20081909ccb09a2144a68b4 completed April 29, 2026, 10:06 p.m.
PD Predicate disambiguation batch_69d8a242cd8c819086ed6c5f292dc8cb completed April 10, 2026, 7:09 a.m.
Created at: April 8, 2026, 9:41 p.m.