Triple

T693362
Position Surface form Disambiguated ID Type / Status
Subject Principles of Political Economy E13843 entity
Predicate hasPart P35 FINISHED
Object Book I: Of Production
Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
E84428 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: Book I: Of Production | Statement: [Principles of Political Economy, hasPart, Book I: Of Production]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book I: Of Production
Context triple: [Principles of Political Economy, hasPart, Book I: Of Production]
  • A. Book II: Of Property and the Different Modifications of Ownership
    "Book II: Of Property and the Different Modifications of Ownership" is the section of the Napoleonic Code that systematically defines property rights, forms of ownership, and related legal distinctions in French civil law.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • D. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • E. The Wealth of Nations
    The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
  • 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: Book I: Of Production
Triple: [Principles of Political Economy, hasPart, Book I: Of Production]
Generated description
Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Book I: Of Production
Target entity description: Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
  • A. Book II: Of Property and the Different Modifications of Ownership
    "Book II: Of Property and the Different Modifications of Ownership" is the section of the Napoleonic Code that systematically defines property rights, forms of ownership, and related legal distinctions in French civil law.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • D. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • E. The Wealth of Nations
    The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0b1e1d08190bdd42f57be5c2a6b completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dca7871c81909ea5a4ccb5dcd47d completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e3cbf4208190a541f64e44ea5317 completed March 2, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_69a6093e95a88190bfba326310e8006f completed March 2, 2026, 10:03 p.m.
Created at: March 1, 2026, 7:36 p.m.