Triple

T12694118
Position Surface form Disambiguated ID Type / Status
Subject Austrian market process approach E303283 entity
Predicate hasKeyWork P6200 FINISHED
Object Individualism and Economic Order
"Individualism and Economic Order" is a collection of essays by economist Friedrich A. Hayek that explores the philosophical foundations and practical implications of individualism, spontaneous order, and the price system in a market economy.
E998214 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: Individualism and Economic Order | Statement: [Austrian market process approach, hasKeyWork, Individualism and Economic Order]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Individualism and Economic Order
Context triple: [Austrian market process approach, hasKeyWork, Individualism and Economic Order]
  • A. The Economy, Liberty, and the State
    "The Economy, Liberty, and the State" is a scholarly work by economist Calvin B. Hoover examining the relationship between free markets, individual freedom, and government intervention in modern economic systems.
  • B. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • C. The Economics and Ethics of Private Property
    The Economics and Ethics of Private Property is a libertarian treatise by Hans-Hermann Hoppe that defends private property, free markets, and anarcho-capitalism through praxeological and ethical arguments.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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: Individualism and Economic Order
Triple: [Austrian market process approach, hasKeyWork, Individualism and Economic Order]
Generated description
"Individualism and Economic Order" is a collection of essays by economist Friedrich A. Hayek that explores the philosophical foundations and practical implications of individualism, spontaneous order, and the price system in a market economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Individualism and Economic Order
Target entity description: "Individualism and Economic Order" is a collection of essays by economist Friedrich A. Hayek that explores the philosophical foundations and practical implications of individualism, spontaneous order, and the price system in a market economy.
  • A. The Economy, Liberty, and the State
    "The Economy, Liberty, and the State" is a scholarly work by economist Calvin B. Hoover examining the relationship between free markets, individual freedom, and government intervention in modern economic systems.
  • B. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • C. The Economics and Ethics of Private Property
    The Economics and Ethics of Private Property is a libertarian treatise by Hans-Hermann Hoppe that defends private property, free markets, and anarcho-capitalism through praxeological and ethical arguments.
  • D. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961dbc91c8190bec50797bbd593db completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671ae935c8190a7fc2cf3c0987248 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.