Triple

T10765653
Position Surface form Disambiguated ID Type / Status
Subject African Communist E253946 entity
Predicate ideology P496 FINISHED
Object Marxism-Leninism E1742 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: [African Communist, ideology, Marxism-Leninism]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marxism-Leninism
Context triple: [African Communist, ideology, 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. 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.
  • C. 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.
  • 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.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d6aa5f54f4819082d0bbcb6f8797e6 elicitation completed
NER batch_69d731a5d5248190badfc5a8ab0215d6 ner completed
NED1 batch_69de84b88ba08190afddea2976d12465 ned_source_triple completed
Created at: April 8, 2026, 9:16 p.m.