Triple

T1423043
Position Surface form Disambiguated ID Type / Status
Subject classical economics E30266 entity
Predicate contrastedWith P278 FINISHED
Object 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.
E165099 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: neoclassical synthesis | Statement: [classical economics, contrastedWith, neoclassical synthesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: neoclassical synthesis
Context triple: [classical economics, contrastedWith, neoclassical synthesis]
  • A. 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.
  • B. neoclassical economics
    Neoclassical economics is a dominant school of economic thought that explains prices, output, and income distribution primarily through marginal analysis, individual rational choice, and market equilibrium.
  • C. New Classical macroeconomics
    New Classical macroeconomics is a school of thought that emphasizes rational expectations, market-clearing models, and the idea that systematic monetary policy has limited real effects on output and employment.
  • D. 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.
  • E. Keynesian economics
    Keynesian economics is a macroeconomic theory that emphasizes the role of aggregate demand and government intervention in stabilizing economic fluctuations and reducing unemployment.
  • 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: neoclassical synthesis
Triple: [classical economics, contrastedWith, neoclassical synthesis]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: neoclassical synthesis
Target entity description: 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.
  • A. 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.
  • B. neoclassical economics
    Neoclassical economics is a dominant school of economic thought that explains prices, output, and income distribution primarily through marginal analysis, individual rational choice, and market equilibrium.
  • C. New Classical macroeconomics
    New Classical macroeconomics is a school of thought that emphasizes rational expectations, market-clearing models, and the idea that systematic monetary policy has limited real effects on output and employment.
  • D. 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.
  • E. Keynesian economics
    Keynesian economics is a macroeconomic theory that emphasizes the role of aggregate demand and government intervention in stabilizing economic fluctuations and reducing unemployment.
  • 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ba798881909c2259987248b030 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08b09c948190a5ec17021299049e completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad098f9fd0819094d9478881ca1a46 completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a6c7aa08190b21b00c03f04af27 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.