Triple

T1073212
Position Surface form Disambiguated ID Type / Status
Subject Michael Polanyi E23375 entity
Predicate notableWork P4 FINISHED
Object Full Employment and Free Trade
Full Employment and Free Trade is an influential economic treatise by Michael Polanyi that explores how to achieve full employment within a liberal market economy without resorting to central planning.
E123272 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: Full Employment and Free Trade | Statement: [Michael Polanyi, notableWork, Full Employment and Free Trade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Full Employment and Free Trade
Context triple: [Michael Polanyi, notableWork, Full Employment and Free Trade]
  • A. 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.
  • B. The Road to Serfdom
    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.
  • C. 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.
  • D. A Tract on Monetary Reform
    A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
  • E. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • 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: Full Employment and Free Trade
Triple: [Michael Polanyi, notableWork, Full Employment and Free Trade]
Generated description
Full Employment and Free Trade is an influential economic treatise by Michael Polanyi that explores how to achieve full employment within a liberal market economy without resorting to central planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Full Employment and Free Trade
Target entity description: Full Employment and Free Trade is an influential economic treatise by Michael Polanyi that explores how to achieve full employment within a liberal market economy without resorting to central planning.
  • A. 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.
  • B. The Road to Serfdom
    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.
  • C. 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.
  • D. A Tract on Monetary Reform
    A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
  • E. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b92afad88190b7705923f71fc760 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a9af14819091d4f2578c6b1c02 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac434b7ea081909d5608831e29b5a9 completed March 7, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac43b393748190a5fa81b7ab7fa911 completed March 7, 2026, 3:26 p.m.
Created at: March 1, 2026, 7:42 p.m.