Triple

T17037246
Position Surface form Disambiguated ID Type / Status
Subject The Collected Works of F. A. Hayek E413352 entity
Predicate hasPart P35 FINISHED
Object The Road to Serfdom E84432 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Road to Serfdom | Statement: [The Collected Works of F. A. Hayek, hasPart, The Road to Serfdom]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Road to Serfdom
Context triple: [The Collected Works of F. A. Hayek, hasPart, The Road to Serfdom]
  • A. The Road to Serfdom chosen
    The Road to Serfdom is a seminal 1944 political and economic treatise by Friedrich Hayek warning that central planning and government control over the economy can lead to tyranny and the erosion of individual freedom.
  • B. 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of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • C. 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.
  • D. Die politische Ökonomie
    Die politische Ökonomie is the original German title of a section from Karl Marx’s seminal work "Das Kapital," in which he systematically analyzes the capitalist mode of production and its economic laws.
  • E. The General Theory of Employment, Interest and Money
    The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d886cd18288190b006abab23f811b7 elicitation completed
NER batch_69e3d8f38b58819093af4054c3459726 ner completed
NED1 batch_6a0139f17a5481908896c1c6ff326c2f ned_source_triple completed
Created at: April 10, 2026, 5:33 a.m.