Triple

T4165370
Position Surface form Disambiguated ID Type / Status
Subject The Road to Serfdom E84432 entity
Predicate notableChapter P5600 FINISHED
Object The Road to Serfdom E84432 NE FINISHED

How this triple was built (2 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 Road to Serfdom | Statement: [The Road to Serfdom, notableChapter, The Road to Serfdom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Road to Serfdom
Context triple: [The Road to Serfdom, notableChapter, 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of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.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. 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.
  • E. My Years with Ludwig von Mises
    My Years with Ludwig von Mises is Margit von Mises’s memoir recounting the personal and intellectual life of the Austrian economist Ludwig von Mises from her perspective as his wife.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ab00d48190acf3b041fca56be3 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
Created at: March 9, 2026, 3:44 p.m.