Triple

T21117893
Position Surface form Disambiguated ID Type / Status
Subject Re-envisioning Socialism E520345 entity
Predicate relatedWorkOfAuthor P922 FINISHED
Object The Retreat to Unfreedom
The Retreat to Unfreedom is a political and philosophical work that critically examines the erosion of democratic freedoms and the resurgence of authoritarian tendencies in contemporary societies.
 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: [Re-envisioning Socialism, relatedWorkOfAuthor, The Retreat to Unfreedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Retreat to Unfreedom
Context triple: [Re-envisioning Socialism, relatedWorkOfAuthor, The Retreat to Unfreedom]
  • A. 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.
  • B. The Dialectic of Freedom
    The Dialectic of Freedom is a philosophical work by educator Maxine Greene that explores the nature of human freedom through the lenses of education, imagination, and social justice.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: [Re-envisioning Socialism, relatedWorkOfAuthor, The Retreat to Unfreedom]
Generated description
The Retreat to Unfreedom is a political and philosophical work that critically examines the erosion of democratic freedoms and the resurgence of authoritarian tendencies in contemporary societies.
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 and philosophical work that critically examines the erosion of democratic freedoms and the resurgence of authoritarian tendencies in contemporary societies.
  • A. The Retreat to Unfreedom chosen
    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.
  • B. The Dialectic of Freedom
    The Dialectic of Freedom is a philosophical work by educator Maxine Greene that explores the nature of human freedom through the lenses of education, imagination, and social justice.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e721078ac48190980441b6ada0e2b4 completed April 21, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e5b04c8190addaa49cb9f6ad06 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0969cd36b081909e24ab92c0b2ab0a completed May 17, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a096b373290819082f45e68772a81e4 completed May 17, 2026, 7:16 a.m.
Created at: April 16, 2026, 2:55 p.m.