Triple

T21485451
Position Surface form Disambiguated ID Type / Status
Subject The Theory of Political Economy E530103 entity
Predicate contemporaryWith P6401 FINISHED
Object Léon Walras's Elements of Pure Economics — NE NERFINISHED

How this triple was built (3 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: Léon Walras's Elements of Pure Economics | Statement: [The Theory of Political Economy, contemporaryWith, Léon Walras's Elements of Pure Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Léon Walras's Elements of Pure Economics
Context triple: [The Theory of Political Economy, contemporaryWith, Léon Walras's Elements of Pure Economics]
  • A. The Alphabet of Economic Science
    The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
  • B. The Scope and Method of Economic Science
    The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
  • C. The Theory of Price
    The Theory of Price is a foundational economics book by George Stigler that systematically develops microeconomic price theory and the behavior of markets.
  • D. Foundations of Economic Analysis
    Foundations of Economic Analysis is a landmark 1947 economics book by Paul Samuelson that applied rigorous mathematical methods to unify and formalize microeconomic and macroeconomic theory.
  • E. The Economic Point of View
    The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Léon Walras's Elements of Pure Economics
Target entity description: Léon Walras's *Elements of Pure Economics* is a foundational 19th-century work in economics that systematically developed the theory of general equilibrium using mathematical methods.
  • A. The Alphabet of Economic Science
    The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
  • B. The Scope and Method of Economic Science
    The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
  • C. The Theory of Price
    The Theory of Price is a foundational economics book by George Stigler that systematically develops microeconomic price theory and the behavior of markets.
  • D. Foundations of Economic Analysis
    Foundations of Economic Analysis is a landmark 1947 economics book by Paul Samuelson that applied rigorous mathematical methods to unify and formalize microeconomic and macroeconomic theory.
  • E. The Economic Point of View
    The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
  • F. None of above. chosen

Provenance (2 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_69e0c45acc3881908e38d3f28964152b completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea365a8481909635f614b23e751f completed April 23, 2026, 9:45 a.m.
Created at: April 16, 2026, 6:21 p.m.