Triple

T16298397
Position Surface form Disambiguated ID Type / Status
Subject Louis Fraina E395711 entity
Predicate notableWork P4 FINISHED
Object The Social Revolution in Germany
The Social Revolution in Germany is a political work by Marxist theorist Louis Fraina analyzing the dynamics and implications of revolutionary upheaval in Germany in the early 20th century.
E1205772 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 Social Revolution in Germany | Statement: [Louis Fraina, notableWork, The Social Revolution in Germany]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Social Revolution in Germany
Context triple: [Louis Fraina, notableWork, The Social Revolution in Germany]
  • A. 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.
  • B. Addresses to the German Nation
    "Addresses to the German Nation" is a series of influential patriotic speeches delivered in 1807–1808 by philosopher Johann Gottlieb Fichte that helped shape modern German nationalism and identity.
  • C. Society and Democracy in Germany
    Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
  • D. The Present State of the German Empire
    The Present State of the German Empire is an English translation of Samuel von Pufendorf’s influential 17th-century political treatise analyzing the constitutional and legal structure of the Holy Roman Empire.
  • E. 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.
  • 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 Social Revolution in Germany
Triple: [Louis Fraina, notableWork, The Social Revolution in Germany]
Generated description
The Social Revolution in Germany is a political work by Marxist theorist Louis Fraina analyzing the dynamics and implications of revolutionary upheaval in Germany in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Social Revolution in Germany
Target entity description: The Social Revolution in Germany is a political work by Marxist theorist Louis Fraina analyzing the dynamics and implications of revolutionary upheaval in Germany in the early 20th century.
  • A. 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.
  • B. Addresses to the German Nation
    "Addresses to the German Nation" is a series of influential patriotic speeches delivered in 1807–1808 by philosopher Johann Gottlieb Fichte that helped shape modern German nationalism and identity.
  • C. Society and Democracy in Germany
    Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
  • D. The Present State of the German Empire
    The Present State of the German Empire is an English translation of Samuel von Pufendorf’s influential 17th-century political treatise analyzing the constitutional and legal structure of the Holy Roman Empire.
  • E. 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.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e30ee288190b78807b60cb18e22 completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f9d7ef48190b7acebebcb9608c3 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a0021459c4081908e4c1d2e0bc8a5be completed May 10, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0022247e908190842ca6186b4e9c4c completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.