Triple

T3883024
Position Surface form Disambiguated ID Type / Status
Subject Carl Schorske E92868 entity
Predicate notableWork P4 FINISHED
Object German Social Democracy, 1905–1917: The Development of the Great Schism
"German Social Democracy, 1905–1917: The Development of the Great Schism" is Carl Schorske’s influential historical study analyzing the ideological and organizational split within German socialism in the years leading up to and during World War I.
E395362 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: German Social Democracy, 1905–1917: The Development of the Great Schism | Statement: [Carl Schorske, notableWork, German Social Democracy, 1905–1917: The Development of the Great Schism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Social Democracy, 1905–1917: The Development of the Great Schism
Context triple: [Carl Schorske, notableWork, German Social Democracy, 1905–1917: The Development of the Great Schism]
  • A. 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.
  • B. The Knouto-Germanic Empire and the Social Revolution
    The Knouto-Germanic Empire and the Social Revolution is a political work by Mikhail Bakunin analyzing the reactionary tendencies of the Russian and German states and advocating for a sweeping social revolution across Europe.
  • C. Economism in the Russian socialist movement
    Economism in the Russian socialist movement was a trend that prioritized workers’ immediate economic struggles over broader political revolution, drawing sharp criticism from Vladimir Lenin and other Marxist theorists.
  • D. The Socialist Movement
    The Socialist Movement is a political work by Ramsay MacDonald outlining the principles, history, and aims of socialism in the early 20th century.
  • E. International Socialist Congress of Stuttgart 1907
    The International Socialist Congress of Stuttgart 1907 was a landmark gathering of socialist parties from around the world that debated key issues such as militarism, colonialism, and women’s suffrage, shaping the direction of the international socialist movement before World War I.
  • 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: German Social Democracy, 1905–1917: The Development of the Great Schism
Triple: [Carl Schorske, notableWork, German Social Democracy, 1905–1917: The Development of the Great Schism]
Generated description
"German Social Democracy, 1905–1917: The Development of the Great Schism" is Carl Schorske’s influential historical study analyzing the ideological and organizational split within German socialism in the years leading up to and during World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Social Democracy, 1905–1917: The Development of the Great Schism
Target entity description: "German Social Democracy, 1905–1917: The Development of the Great Schism" is Carl Schorske’s influential historical study analyzing the ideological and organizational split within German socialism in the years leading up to and during World War I.
  • A. 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.
  • B. The Knouto-Germanic Empire and the Social Revolution
    The Knouto-Germanic Empire and the Social Revolution is a political work by Mikhail Bakunin analyzing the reactionary tendencies of the Russian and German states and advocating for a sweeping social revolution across Europe.
  • C. Economism in the Russian socialist movement
    Economism in the Russian socialist movement was a trend that prioritized workers’ immediate economic struggles over broader political revolution, drawing sharp criticism from Vladimir Lenin and other Marxist theorists.
  • D. The Socialist Movement
    The Socialist Movement is a political work by Ramsay MacDonald outlining the principles, history, and aims of socialism in the early 20th century.
  • E. International Socialist Congress of Stuttgart 1907
    The International Socialist Congress of Stuttgart 1907 was a landmark gathering of socialist parties from around the world that debated key issues such as militarism, colonialism, and women’s suffrage, shaping the direction of the international socialist movement before World War I.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec8e8b3481909617ca0e37f8a6d4 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b512594fa081909ba2afad11f6ea59 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b513013db481908f8fb5f56470c0d0 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b513730a308190a04696da9ff901b0 completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:20 p.m.