Triple

T473642
Position Surface form Disambiguated ID Type / Status
Subject Rosa Luxemburg E9012 entity
Predicate notableWork P4 FINISHED
Object Reform or Revolution
Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
E59038 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: Reform or Revolution | Statement: [Rosa Luxemburg, notableWork, Reform or Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reform or Revolution
Context triple: [Rosa Luxemburg, notableWork, Reform or Revolution]
  • A. Revolution (book)
    "Revolution" is a political manifesto and autobiographical book by Emmanuel Macron in which he outlines his vision for France and his centrist reform agenda.
  • B. Counterrevolution and Revolt
    Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
  • C. The Age of Revolution
    The Age of Revolution is a historical volume by Winston Churchill that chronicles the political and social upheavals from the late 17th to early 19th centuries in the English-speaking world.
  • D. Reason and Revolution
    Reason and Revolution is a seminal 1941 philosophical work by Herbert Marcuse that critically interprets Hegel and traces the development of critical theory and modern social thought.
  • E. Years of Upheaval
    Years of Upheaval is the second volume of Henry Kissinger’s memoirs, focusing on his tenure as U.S. Secretary of State during the turbulent mid-1970s.
  • 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: Reform or Revolution
Triple: [Rosa Luxemburg, notableWork, Reform or Revolution]
Generated description
Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reform or Revolution
Target entity description: Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • A. Revolution (book)
    "Revolution" is a political manifesto and autobiographical book by Emmanuel Macron in which he outlines his vision for France and his centrist reform agenda.
  • B. Counterrevolution and Revolt
    Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
  • C. The Age of Revolution
    The Age of Revolution is a historical volume by Winston Churchill that chronicles the political and social upheavals from the late 17th to early 19th centuries in the English-speaking world.
  • D. Reason and Revolution
    Reason and Revolution is a seminal 1941 philosophical work by Herbert Marcuse that critically interprets Hegel and traces the development of critical theory and modern social thought.
  • E. Years of Upheaval
    Years of Upheaval is the second volume of Henry Kissinger’s memoirs, focusing on his tenure as U.S. Secretary of State during the turbulent mid-1970s.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0208c788190a96cdabcf593fda7 completed Feb. 28, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69a462fd1768819098ab8e2d7aff050e completed March 1, 2026, 4:02 p.m.
NEDg Description generation batch_69a463be99dc8190937bd91b3246396c completed March 1, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69a4645b91e081908469658c73ca0ee2 completed March 1, 2026, 4:07 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.