Triple

T9798457
Position Surface form Disambiguated ID Type / Status
Subject Max Eastman E237774 entity
Predicate notableWork P4 FINISHED
Object Marx and Lenin: The Science of Revolution
Marx and Lenin: The Science of Revolution is a critical study by Max Eastman that analyzes and challenges the theoretical foundations and practical outcomes of Marxist-Leninist revolutionary doctrine.
E821162 NE FINISHED

How this triple was built (4 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: Marx and Lenin: The Science of Revolution | Statement: [Max Eastman, notableWork, Marx and Lenin: The Science of Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marx and Lenin: The Science of Revolution
Context triple: [Max Eastman, notableWork, Marx and Lenin: The Science of Revolution]
  • A. The Theory of Social Revolutions
    The Theory of Social Revolutions is a 1913 historical and sociological study by American historian Brooks Adams that analyzes how economic forces and institutional decay drive major political upheavals.
  • B. Lenin: A Study on the Unity of His Thought
    Lenin: A Study on the Unity of His Thought is a 1924 philosophical work by György Lukács that analyzes and systematizes Vladimir Lenin’s Marxist theory as a coherent, unified worldview.
  • C. The Role of the Proletariat
    "The Role of the Proletariat" is a section of Friedrich Engels’ work *Socialism: Utopian and Scientific* that explains the revolutionary function of the working class in overthrowing capitalism and building socialism.
  • D. The ABC of Communism
    The ABC of Communism is a foundational early Soviet text that systematically explains Bolshevik ideology and the principles of a communist society in an accessible, catechism-style format.
  • E. The State and Revolution
    The State and Revolution is a 1917 political theory work by Vladimir Lenin that outlines his vision of the proletarian state, the dictatorship of the proletariat, and the transition from capitalism to socialism and communism.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Marx and Lenin: The Science of Revolution
Triple: [Max Eastman, notableWork, Marx and Lenin: The Science of Revolution]
Generated description
Marx and Lenin: The Science of Revolution is a critical study by Max Eastman that analyzes and challenges the theoretical foundations and practical outcomes of Marxist-Leninist revolutionary doctrine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marx and Lenin: The Science of Revolution
Target entity description: Marx and Lenin: The Science of Revolution is a critical study by Max Eastman that analyzes and challenges the theoretical foundations and practical outcomes of Marxist-Leninist revolutionary doctrine.
  • A. The Theory of Social Revolutions
    The Theory of Social Revolutions is a 1913 historical and sociological study by American historian Brooks Adams that analyzes how economic forces and institutional decay drive major political upheavals.
  • B. Lenin: A Study on the Unity of His Thought
    Lenin: A Study on the Unity of His Thought is a 1924 philosophical work by György Lukács that analyzes and systematizes Vladimir Lenin’s Marxist theory as a coherent, unified worldview.
  • C. The Role of the Proletariat
    "The Role of the Proletariat" is a section of Friedrich Engels’ work *Socialism: Utopian and Scientific* that explains the revolutionary function of the working class in overthrowing capitalism and building socialism.
  • D. The ABC of Communism
    The ABC of Communism is a foundational early Soviet text that systematically explains Bolshevik ideology and the principles of a communist society in an accessible, catechism-style format.
  • E. The State and Revolution
    The State and Revolution is a 1917 political theory work by Vladimir Lenin that outlines his vision of the proletarian state, the dictatorship of the proletariat, and the transition from capitalism to socialism and communism.
  • F. None of above. chosen

Provenance (5 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda627cc2c81909ccc2e26751f5e85 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.