Triple

T8392390
Position Surface form Disambiguated ID Type / Status
Subject Eduard Bernstein E197972 entity
Predicate notableWork P4 FINISHED
Object Die Voraussetzungen des Sozialismus
"Die Voraussetzungen des Sozialismus" is a seminal work of revisionist Marxism by Eduard Bernstein that challenges orthodox Marxist doctrine and argues for a gradual, democratic path to socialism.
E730910 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: Die Voraussetzungen des Sozialismus | Statement: [Eduard Bernstein, notableWork, Die Voraussetzungen des Sozialismus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Die Voraussetzungen des Sozialismus
Context triple: [Eduard Bernstein, notableWork, Die Voraussetzungen des Sozialismus]
  • A. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • B. Die Gemeinwirtschaft: Untersuchungen über den Sozialismus
    Die Gemeinwirtschaft: Untersuchungen über den Sozialismus is Ludwig von Mises’s seminal 1922 treatise that offers a foundational critique of socialist economic planning from both economic and sociological perspectives.
  • C. 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.
  • D. Socialism As It Is
    "Socialism As It Is" is a political and economic analysis book by American socialist and reformer William English Walling, examining the theory and practice of socialism in the early 20th century.
  • E. 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.
  • 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: Die Voraussetzungen des Sozialismus
Triple: [Eduard Bernstein, notableWork, Die Voraussetzungen des Sozialismus]
Generated description
"Die Voraussetzungen des Sozialismus" is a seminal work of revisionist Marxism by Eduard Bernstein that challenges orthodox Marxist doctrine and argues for a gradual, democratic path to socialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Die Voraussetzungen des Sozialismus
Target entity description: "Die Voraussetzungen des Sozialismus" is a seminal work of revisionist Marxism by Eduard Bernstein that challenges orthodox Marxist doctrine and argues for a gradual, democratic path to socialism.
  • A. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • B. Die Gemeinwirtschaft: Untersuchungen über den Sozialismus
    Die Gemeinwirtschaft: Untersuchungen über den Sozialismus is Ludwig von Mises’s seminal 1922 treatise that offers a foundational critique of socialist economic planning from both economic and sociological perspectives.
  • C. 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.
  • D. Socialism As It Is
    "Socialism As It Is" is a political and economic analysis book by American socialist and reformer William English Walling, examining the theory and practice of socialism in the early 20th century.
  • E. 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.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb810e16b081908e2c25bfb9d590ed completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde856a6548190b46e0d8e5cda381b completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:03 p.m.