Triple

T13033630
Position Surface form Disambiguated ID Type / Status
Subject America’s Great Depression E326500 entity
Predicate notableFor P22 FINISHED
Object Austrian School interpretation of the Great Depression
The Austrian School interpretation of the Great Depression is an economic analysis that attributes the crisis primarily to prior credit expansion and government intervention distorting market signals, rather than to inherent flaws in capitalism.
E1017853 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: Austrian School interpretation of the Great Depression | Statement: [America’s Great Depression, notableFor, Austrian School interpretation of the Great Depression]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austrian School interpretation of the Great Depression
Context triple: [America’s Great Depression, notableFor, Austrian School interpretation of the Great Depression]
  • A. The Macroeconomics of the Great Depression
    The Macroeconomics of the Great Depression is an academic work that analyzes the causes, dynamics, and policy responses of the Great Depression using modern macroeconomic theory and empirical methods.
  • B. "Essays on the Great Depression"
    "Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
  • C. Essays on the Great Depression
    Essays on the Great Depression is an influential collection of academic papers by economist Ben Bernanke analyzing the causes, dynamics, and policy lessons of the Great Depression.
  • D. 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.
  • E. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • 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: Austrian School interpretation of the Great Depression
Triple: [America’s Great Depression, notableFor, Austrian School interpretation of the Great Depression]
Generated description
The Austrian School interpretation of the Great Depression is an economic analysis that attributes the crisis primarily to prior credit expansion and government intervention distorting market signals, rather than to inherent flaws in capitalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Austrian School interpretation of the Great Depression
Target entity description: The Austrian School interpretation of the Great Depression is an economic analysis that attributes the crisis primarily to prior credit expansion and government intervention distorting market signals, rather than to inherent flaws in capitalism.
  • A. The Macroeconomics of the Great Depression
    The Macroeconomics of the Great Depression is an academic work that analyzes the causes, dynamics, and policy responses of the Great Depression using modern macroeconomic theory and empirical methods.
  • B. "Essays on the Great Depression"
    "Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
  • C. Essays on the Great Depression
    Essays on the Great Depression is an influential collection of academic papers by economist Ben Bernanke analyzing the causes, dynamics, and policy lessons of the Great Depression.
  • D. 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.
  • E. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97effca908190ab89fdb034e02680 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbcf11f88190ab1746f973132af1 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cee0a27081909203e3331186b4ca completed May 3, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf987f68819084edcd6613832fe8 completed May 3, 2026, 4:31 a.m.
Created at: April 9, 2026, 8:54 p.m.