Triple
T3709490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romanian Communist Party |
E80972
|
entity |
| Predicate | requiredIdeologicalEducation |
P18983
|
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: [Romanian Communist Party, requiredIdeologicalEducation, Marxism–Leninism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marxism–Leninism Context triple: [Romanian Communist Party, requiredIdeologicalEducation, 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: requiredIdeologicalEducation Context triple: [Romanian Communist Party, requiredIdeologicalEducation, Marxism–Leninism]
-
A.
enforcedIdeology
Indicates that one entity compels another to adopt, follow, or conform to a particular set of beliefs or ideology, typically through authority, pressure, or coercive means.
-
B.
ideologicalGoal
Indicates that an entity aims to promote, realize, or advance a particular ideology or set of ideological principles.
-
C.
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.
-
D.
ideologicalEmphasis
chosen
Indicates a relationship where an entity places particular focus or priority on a specific ideology or set of ideological principles.
-
E.
compulsoryEducation
Indicates that an entity is legally required to participate in a specified level or period of formal education.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc58233788190be3b912a50f61443 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce052660819089ad899a20b8a720 |
completed | March 14, 2026, 2:55 a.m. |
| PD | Predicate disambiguation | batch_69adc041a8608190a2d543dab6d2ef6c |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:33 p.m.