Triple

T17229401
Position Surface form Disambiguated ID Type / Status
Subject Knut Wicksell E418202 entity
Predicate notableIdea P4 FINISHED
Object Wicksellian differential between market and natural interest rates
The Wicksellian differential between market and natural interest rates is an economic concept describing how the gap between the actual market interest rate and the theoretical “natural” rate drives cumulative inflationary or deflationary processes in the economy.
E1257402 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: Wicksellian differential between market and natural interest rates | Statement: [Knut Wicksell, notableIdea, Wicksellian differential between market and natural interest rates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wicksellian differential between market and natural interest rates
Context triple: [Knut Wicksell, notableIdea, Wicksellian differential between market and natural interest rates]
  • A. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • B. History and Critique of Interest Theories
    History and Critique of Interest Theories is a major work by economist Eugen von Böhm-Bawerk that surveys and critically evaluates historical theories explaining the nature and origin of interest.
  • C. Capital and Interest: A Critical History of Economical Theory
    Capital and Interest: A Critical History of Economical Theory is the English translation of Eugen von Böhm-Bawerk’s seminal work analyzing and critiquing classical and contemporary theories of capital and interest in economics.
  • D. “Expectations and the Neutrality of Money”
    “Expectations and the Neutrality of Money” is a seminal economic paper by Robert Lucas Jr. that helped launch the rational expectations revolution by analyzing how anticipated monetary policy affects real economic activity.
  • E. Keynesian business cycle theories
    Keynesian business cycle theories explain economic fluctuations primarily through changes in aggregate demand, emphasizing the roles of price and wage rigidities, government policy, and market imperfections in causing and mitigating recessions and booms.
  • 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: Wicksellian differential between market and natural interest rates
Triple: [Knut Wicksell, notableIdea, Wicksellian differential between market and natural interest rates]
Generated description
The Wicksellian differential between market and natural interest rates is an economic concept describing how the gap between the actual market interest rate and the theoretical “natural” rate drives cumulative inflationary or deflationary processes in the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wicksellian differential between market and natural interest rates
Target entity description: The Wicksellian differential between market and natural interest rates is an economic concept describing how the gap between the actual market interest rate and the theoretical “natural” rate drives cumulative inflationary or deflationary processes in the economy.
  • A. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • B. History and Critique of Interest Theories
    History and Critique of Interest Theories is a major work by economist Eugen von Böhm-Bawerk that surveys and critically evaluates historical theories explaining the nature and origin of interest.
  • C. Capital and Interest: A Critical History of Economical Theory
    Capital and Interest: A Critical History of Economical Theory is the English translation of Eugen von Böhm-Bawerk’s seminal work analyzing and critiquing classical and contemporary theories of capital and interest in economics.
  • D. “Expectations and the Neutrality of Money”
    “Expectations and the Neutrality of Money” is a seminal economic paper by Robert Lucas Jr. that helped launch the rational expectations revolution by analyzing how anticipated monetary policy affects real economic activity.
  • E. Keynesian business cycle theories
    Keynesian business cycle theories explain economic fluctuations primarily through changes in aggregate demand, emphasizing the roles of price and wage rigidities, government policy, and market imperfections in causing and mitigating recessions and booms.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df62ec48190b2ed633a5bcc0255 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.