Triple

T5444833
Position Surface form Disambiguated ID Type / Status
Subject Prabhat Patnaik E122221 entity
Predicate hasWritten P2831 FINISHED
Object The Retreat to Unfreedom
The Retreat to Unfreedom is a political-economic work by Marxist economist Prabhat Patnaik that critiques contemporary capitalism and the erosion of democratic freedoms in the globalized era.
 E520346 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 Retreat to Unfreedom | Statement: [Prabhat Patnaik, hasWritten, The Retreat to Unfreedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Retreat to Unfreedom
Context triple: [Prabhat Patnaik, hasWritten, The Retreat to Unfreedom]
  • A. The Idea of Freedom
    The Idea of Freedom is a philosophical work by Mortimer Adler that systematically explores the nature, varieties, and implications of human freedom in moral, political, and metaphysical contexts.
  • B. The Limits of Liberty
    The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
  • C. The Logic of Liberty
    The Logic of Liberty is a political and economic work by Michael Polanyi that explores the foundations of a free society, emphasizing spontaneous order, personal responsibility, and the limits of centralized planning.
  • D. An Essay on Liberation
    An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
  • E. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • 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 Retreat to Unfreedom
Triple: [Prabhat Patnaik, hasWritten, The Retreat to Unfreedom]
Generated description
The Retreat to Unfreedom is a political-economic work by Marxist economist Prabhat Patnaik that critiques contemporary capitalism and the erosion of democratic freedoms in the globalized era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Retreat to Unfreedom
Target entity description: The Retreat to Unfreedom is a political-economic work by Marxist economist Prabhat Patnaik that critiques contemporary capitalism and the erosion of democratic freedoms in the globalized era.
  • A. The Idea of Freedom
    The Idea of Freedom is a philosophical work by Mortimer Adler that systematically explores the nature, varieties, and implications of human freedom in moral, political, and metaphysical contexts.
  • B. The Limits of Liberty
    The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
  • C. The Logic of Liberty
    The Logic of Liberty is a political and economic work by Michael Polanyi that explores the foundations of a free society, emphasizing spontaneous order, personal responsibility, and the limits of centralized planning.
  • D. An Essay on Liberation
    An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
  • E. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ce3e4081908e11a731416c0378 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4132bcf08190af2ca506a40fb26e completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4207393c819089b4fc6691a2d076 completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf427e2bd08190b7664922d26e16d2 completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:07 p.m.