Triple

T6363774
Position Surface form Disambiguated ID Type / Status
Subject Léon Walras E143174 entity
Predicate notableWork P4 FINISHED
Object Études d’économie politique appliquée
Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
E588139 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: Études d’économie politique appliquée | Statement: [Léon Walras, notableWork, Études d’économie politique appliquée]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Études d’économie politique appliquée
Context triple: [Léon Walras, notableWork, Études d’économie politique appliquée]
  • A. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • B. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • C. Journal of Political Economy
    The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied economics.
  • D. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • E. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • 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: Études d’économie politique appliquée
Triple: [Léon Walras, notableWork, Études d’économie politique appliquée]
Generated description
Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Études d’économie politique appliquée
Target entity description: Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
  • A. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • B. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • C. Journal of Political Economy
    The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied economics.
  • D. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • E. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680d51a4819098a6bcd3dfd73be4 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d73a6ac8190a02602c3506e4226 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f2abb7481909a8d6b6a3b07db37 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fcd18a0819089fa5f5912f432aa completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.