Triple

T5525320
Position Surface form Disambiguated ID Type / Status
Subject William Stanley Jevons E144908 entity
Predicate notableWork P4 FINISHED
Object The Theory of Political Economy
The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value theory.
E530103 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 Theory of Political Economy | Statement: [William Stanley Jevons, notableWork, The Theory of Political Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Theory of Political Economy
Context triple: [William Stanley Jevons, notableWork, The Theory of Political Economy]
  • A. 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.
  • B. The Principles of Political Economy
    The Principles of Political Economy is a major 19th-century treatise by philosopher and economist Henry Sidgwick that systematically analyzes economic theory and policy within a utilitarian ethical framework.
  • C. 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.
  • D. Principles of Political Economy
    Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
  • E. Principles of Political Economy
    "Principles of Political Economy" is an economics treatise by American astronomer and economist Simon Newcomb that analyzes the foundations and functioning of market economies in the late 19th century.
  • 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 Theory of Political Economy
Triple: [William Stanley Jevons, notableWork, The Theory of Political Economy]
Generated description
The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Theory of Political Economy
Target entity description: The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value theory.
  • A. 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.
  • B. The Principles of Political Economy
    The Principles of Political Economy is a major 19th-century treatise by philosopher and economist Henry Sidgwick that systematically analyzes economic theory and policy within a utilitarian ethical framework.
  • C. 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.
  • D. Principles of Political Economy
    Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
  • E. Principles of Political Economy
    "Principles of Political Economy" is an economics treatise by American astronomer and economist Simon Newcomb that analyzes the foundations and functioning of market economies in the late 19th century.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f874bd081909cccfc25767ee6fa completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027fa22108190b55c07fe930ca4f1 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c040a395488190bea2fd651c3aeef7 completed March 22, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04141ea408190aba1463d56ad6b7d completed March 22, 2026, 7:21 p.m.
Created at: March 22, 2026, 3:34 p.m.