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.