Triple

T693365
Position Surface form Disambiguated ID Type / Status
Subject Principles of Political Economy E13843 entity
Predicate hasPart P35 FINISHED
Object Book IV: Of the Influence of the Progress of Society on Production and Distribution
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
E88440 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 IV: Of the Influence of the Progress of Society on Production and Distribution | Statement: [Principles of Political Economy, hasPart, Book IV: Of the Influence of the Progress of Society on Production and Distribution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book IV: Of the Influence of the Progress of Society on Production and Distribution
Context triple: [Principles of Political Economy, hasPart, Book IV: Of the Influence of the Progress of Society on Production and Distribution]
  • A. 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.
  • B. Book II: Of Distribution
    "Book II: Of Distribution" is the section of John Stuart Mill’s *Principles of Political Economy* that analyzes how the wealth produced in an economy is allocated among different social classes and factors of production.
  • C. 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.
  • D. 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.
  • E. Principles of Political Economy
    Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
  • 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 IV: Of the Influence of the Progress of Society on Production and Distribution
Triple: [Principles of Political Economy, hasPart, Book IV: Of the Influence of the Progress of Society on Production and Distribution]
Generated description
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Book IV: Of the Influence of the Progress of Society on Production and Distribution
Target entity description: Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
  • A. 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.
  • B. Book II: Of Distribution
    "Book II: Of Distribution" is the section of John Stuart Mill’s *Principles of Political Economy* that analyzes how the wealth produced in an economy is allocated among different social classes and factors of production.
  • C. 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.
  • D. 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.
  • E. Principles of Political Economy
    Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
  • 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_69a64a53c068819089e66347da55710b completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64fa842b481909a5e6ee1c9f398c0 completed March 3, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69a650b66fcc8190bf0ad91ead93f253 completed March 3, 2026, 3:08 a.m.
Created at: March 1, 2026, 7:36 p.m.