Triple

T2440982
Position Surface form Disambiguated ID Type / Status
Subject New Neoclassical Synthesis E53272 entity
Predicate sharesFeatureWith P5696 FINISHED
Object real business cycle theory
Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
E266791 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: real business cycle theory | Statement: [New Neoclassical Synthesis, sharesFeatureWith, real business cycle theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: real business cycle theory
Context triple: [New Neoclassical Synthesis, sharesFeatureWith, real business cycle theory]
  • A. Business Cycles in the United States of America, 1919–1932
    "Business Cycles in the United States of America, 1919–1932" is an influential econometric study by Jan Tinbergen that analyzes and models U.S. economic fluctuations during the interwar period.
  • B. neoclassical synthesis
    The neoclassical synthesis is a mid-20th-century economic framework that blends Keynesian macroeconomics with neoclassical microeconomics to explain and guide modern mixed-market economies.
  • C. New Keynesian economics
    New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
  • D. A Contribution to the Theory of the Trade Cycle
    A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
  • E. New Neoclassical Synthesis
    The New Neoclassical Synthesis is a macroeconomic framework that blends key elements of New Keynesian and New Classical theories, using microfounded models with rational expectations and nominal rigidities to analyze monetary and fiscal policy.
  • 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: real business cycle theory
Triple: [New Neoclassical Synthesis, sharesFeatureWith, real business cycle theory]
Generated description
Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: real business cycle theory
Target entity description: Real business cycle theory is a macroeconomic framework that explains fluctuations in economic output and employment primarily through real shocks, such as changes in technology or productivity, under the assumption of rational expectations and market clearing.
  • A. Business Cycles in the United States of America, 1919–1932
    "Business Cycles in the United States of America, 1919–1932" is an influential econometric study by Jan Tinbergen that analyzes and models U.S. economic fluctuations during the interwar period.
  • B. neoclassical synthesis
    The neoclassical synthesis is a mid-20th-century economic framework that blends Keynesian macroeconomics with neoclassical microeconomics to explain and guide modern mixed-market economies.
  • C. New Keynesian economics
    New Keynesian economics is a modern macroeconomic framework that incorporates rational expectations and micro-founded price and wage rigidities to explain short-run economic fluctuations and justify active stabilization policy.
  • D. A Contribution to the Theory of the Trade Cycle
    A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
  • E. New Neoclassical Synthesis
    The New Neoclassical Synthesis is a macroeconomic framework that blends key elements of New Keynesian and New Classical theories, using microfounded models with rational expectations and nominal rigidities to analyze monetary and fiscal policy.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9f94e388190b6e49d4f7bbb6697 completed March 7, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0b3f7188190911f2db0ef2200cc completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef3752d6c8190b32d99418c0bfdc8 completed March 9, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69aef433a83c8190b20a3a278204badd completed March 9, 2026, 4:24 p.m.
Created at: March 6, 2026, 9:43 p.m.