Triple

T13598845
Position Surface form Disambiguated ID Type / Status
Subject Ernest Mandel E324890 entity
Predicate notableWork P4 FINISHED
Object From Stalinism to Eurocommunism
From Stalinism to Eurocommunism is a political and historical analysis by Ernest Mandel that critiques the evolution of communist movements in the 20th century, particularly the shift from orthodox Stalinism to more reformist Eurocommunist currents.
E1049938 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: From Stalinism to Eurocommunism | Statement: [Ernest Mandel, notableWork, From Stalinism to Eurocommunism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Stalinism to Eurocommunism
Context triple: [Ernest Mandel, notableWork, From Stalinism to Eurocommunism]
  • A. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • B. Stalin’s Russia and the Crisis in Socialism
    "Stalin’s Russia and the Crisis in Socialism" is a critical political work by Max Eastman that analyzes and condemns the authoritarian nature of Stalinist rule and its betrayal of socialist ideals.
  • C. The Origin of Russian Communism
    The Origin of Russian Communism is a historical and political study that traces the roots and development of Russian communism within the broader context of Russian intellectual and religious traditions.
  • D. The Social Basis of the Third International Theory
    The Social Basis of the Third International Theory is the third section of Muammar Gaddafi’s political manifesto The Green Book, outlining the social principles and structures underpinning his proposed alternative to capitalism and communism.
  • E. New Reflections on the Revolution of Our Time
    New Reflections on the Revolution of Our Time is a collection of essays by political theorist Ernesto Laclau that further develops his influential post-Marxist ideas on discourse, hegemony, and radical democracy.
  • 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: From Stalinism to Eurocommunism
Triple: [Ernest Mandel, notableWork, From Stalinism to Eurocommunism]
Generated description
From Stalinism to Eurocommunism is a political and historical analysis by Ernest Mandel that critiques the evolution of communist movements in the 20th century, particularly the shift from orthodox Stalinism to more reformist Eurocommunist currents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Stalinism to Eurocommunism
Target entity description: From Stalinism to Eurocommunism is a political and historical analysis by Ernest Mandel that critiques the evolution of communist movements in the 20th century, particularly the shift from orthodox Stalinism to more reformist Eurocommunist currents.
  • A. The Annals of Communism
    The Annals of Communism is a scholarly book series that publishes translated and annotated documents from Soviet archives, illuminating the history and inner workings of the communist regime.
  • B. Stalin’s Russia and the Crisis in Socialism
    "Stalin’s Russia and the Crisis in Socialism" is a critical political work by Max Eastman that analyzes and condemns the authoritarian nature of Stalinist rule and its betrayal of socialist ideals.
  • C. The Origin of Russian Communism
    The Origin of Russian Communism is a historical and political study that traces the roots and development of Russian communism within the broader context of Russian intellectual and religious traditions.
  • D. The Social Basis of the Third International Theory
    The Social Basis of the Third International Theory is the third section of Muammar Gaddafi’s political manifesto The Green Book, outlining the social principles and structures underpinning his proposed alternative to capitalism and communism.
  • E. New Reflections on the Revolution of Our Time
    New Reflections on the Revolution of Our Time is a collection of essays by political theorist Ernesto Laclau that further develops his influential post-Marxist ideas on discourse, hegemony, and radical democracy.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0795acc8190a08667ab9dcb0d44 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bcc1ed88190bbf6c83001703b84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.