Triple

T5444830
Position Surface form Disambiguated ID Type / Status
Subject Prabhat Patnaik E122221 entity
Predicate hasWritten P2831 FINISHED
Object Accumulation and Stability Under Capitalism
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
E520343 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: Accumulation and Stability Under Capitalism | Statement: [Prabhat Patnaik, hasWritten, Accumulation and Stability Under Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Accumulation and Stability Under Capitalism
Context triple: [Prabhat Patnaik, hasWritten, Accumulation and Stability Under Capitalism]
  • A. Discovery and the Capitalist Process
    "Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
  • B. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • C. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • D. The Nature of Capital and Income
    The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
  • E. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • 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: Accumulation and Stability Under Capitalism
Triple: [Prabhat Patnaik, hasWritten, Accumulation and Stability Under Capitalism]
Generated description
Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Accumulation and Stability Under Capitalism
Target entity description: Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
  • A. Discovery and the Capitalist Process
    "Discovery and the Capitalist Process" is a seminal work in Austrian economics that explores the role of entrepreneurial discovery in driving market coordination and economic progress within a capitalist system.
  • B. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • C. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • D. The Nature of Capital and Income
    The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
  • E. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • 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.