Triple

T15826766
Position Surface form Disambiguated ID Type / Status
Subject Karl Mannheim E383763 entity
Predicate notableWork P4 FINISHED
Object Freedom, Power and Democratic Planning
Freedom, Power and Democratic Planning is a major sociological and political work by Karl Mannheim that explores how democratic societies can consciously plan social and economic life while preserving individual freedom.
E1178782 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: Freedom, Power and Democratic Planning | Statement: [Karl Mannheim, notableWork, Freedom, Power and Democratic Planning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freedom, Power and Democratic Planning
Context triple: [Karl Mannheim, notableWork, Freedom, Power and Democratic Planning]
  • A. Power and Prosperity: Outgrowing Communist and Capitalist Dictatorships
    Power and Prosperity: Outgrowing Communist and Capitalist Dictatorships is a political economy book by Mancur Olson that analyzes how different forms of government and institutions affect economic performance and the transition from authoritarianism to stable, prosperous democracies.
  • B. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • C. “The Planning of Freedom”
    “The Planning of Freedom” is an essay by economist Abba P. Lerner that outlines how democratic planning and functional finance can be used to achieve both economic stability and individual liberty.
  • D. The Democratic and the Authoritarian State
    The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
  • E. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • 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: Freedom, Power and Democratic Planning
Triple: [Karl Mannheim, notableWork, Freedom, Power and Democratic Planning]
Generated description
Freedom, Power and Democratic Planning is a major sociological and political work by Karl Mannheim that explores how democratic societies can consciously plan social and economic life while preserving individual freedom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freedom, Power and Democratic Planning
Target entity description: Freedom, Power and Democratic Planning is a major sociological and political work by Karl Mannheim that explores how democratic societies can consciously plan social and economic life while preserving individual freedom.
  • A. Power and Prosperity: Outgrowing Communist and Capitalist Dictatorships
    Power and Prosperity: Outgrowing Communist and Capitalist Dictatorships is a political economy book by Mancur Olson that analyzes how different forms of government and institutions affect economic performance and the transition from authoritarianism to stable, prosperous democracies.
  • B. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • C. “The Planning of Freedom”
    “The Planning of Freedom” is an essay by economist Abba P. Lerner that outlines how democratic planning and functional finance can be used to achieve both economic stability and individual liberty.
  • D. The Democratic and the Authoritarian State
    The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
  • E. A Preface to Democratic Theory
    A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e60fe748190baa49c49605efd0d completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff999da5008190921b3f129787999e completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a82cadc8190a57f40062d29a998 completed May 9, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b5dbf80819085fdfcdff424511b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.