Triple

T8252959
Position Surface form Disambiguated ID Type / Status
Subject Karl Kautsky E192999 entity
Predicate notableWork P4 FINISHED
Object The Class Struggle
The Class Struggle is a foundational Marxist work by Karl Kautsky that systematically explains and popularizes the principles of Marxist theory and socialist politics for a broad audience.
E722010 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: The Class Struggle | Statement: [Karl Kautsky, notableWork, The Class Struggle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Class Struggle
Context triple: [Karl Kautsky, notableWork, The Class Struggle]
  • A. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • B. 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.
  • C. Permanent Revolution
    Permanent Revolution is a seminal Marxist theory text by Leon Trotsky that argues socialist revolutions in less-developed countries must become continuous and international to succeed.
  • D. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • E. The Mass Strike
    The Mass Strike is a 1906 political pamphlet by Rosa Luxemburg analyzing the role of mass strikes in revolutionary movements and the relationship between workers, trade unions, and socialist parties.
  • 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: The Class Struggle
Triple: [Karl Kautsky, notableWork, The Class Struggle]
Generated description
The Class Struggle is a foundational Marxist work by Karl Kautsky that systematically explains and popularizes the principles of Marxist theory and socialist politics for a broad audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Class Struggle
Target entity description: The Class Struggle is a foundational Marxist work by Karl Kautsky that systematically explains and popularizes the principles of Marxist theory and socialist politics for a broad audience.
  • A. The Social Struggle
    "The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
  • B. 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.
  • C. Permanent Revolution
    Permanent Revolution is a seminal Marxist theory text by Leon Trotsky that argues socialist revolutions in less-developed countries must become continuous and international to succeed.
  • D. The Appeals of Communism
    The Appeals of Communism is a political science work by Gabriel A. Almond analyzing the ideological, psychological, and social factors that make communist movements attractive to their adherents.
  • E. The Mass Strike
    The Mass Strike is a 1906 political pamphlet by Rosa Luxemburg analyzing the role of mass strikes in revolutionary movements and the relationship between workers, trade unions, and socialist parties.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78cbc7cc81909931440e95d6e691 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd354a412c8190963605d177d94a17 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:48 p.m.