Triple

T13033862
Position Surface form Disambiguated ID Type / Status
Subject The Mystery of Banking E326505 entity
Predicate hasPart P35 FINISHED
Object Part III: Banking, Inflation, and the Business Cycle
"Part III: Banking, Inflation, and the Business Cycle" is a section of Murray Rothbard’s economic treatise that analyzes how fractional-reserve banking and monetary expansion drive inflation and generate boom-bust cycles in the economy.
E1017861 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: Part III: Banking, Inflation, and the Business Cycle | Statement: [The Mystery of Banking, hasPart, Part III: Banking, Inflation, and the Business Cycle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Part III: Banking, Inflation, and the Business Cycle
Context triple: [The Mystery of Banking, hasPart, Part III: Banking, Inflation, and the Business Cycle]
  • A. Monetary Policy, Inflation, and the Business Cycle
    "Monetary Policy, Inflation, and the Business Cycle" is a widely cited macroeconomics book that develops and applies New Keynesian models to analyze how monetary policy affects inflation dynamics and economic fluctuations.
  • B. 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.
  • C. Fiscal Policy and Business Cycles
    "Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
  • D. “Business Cycles and Equilibrium”
    “Business Cycles and Equilibrium” is an influential economics book by Fischer Black that presents his unconventional, finance-based theory of macroeconomic fluctuations and market equilibrium.
  • E. National Bureau of Economic Research studies in business cycles
    National Bureau of Economic Research studies in business cycles is a scholarly series of empirical and historical research volumes analyzing fluctuations and long-term patterns in the U.S. and global economies.
  • 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: Part III: Banking, Inflation, and the Business Cycle
Triple: [The Mystery of Banking, hasPart, Part III: Banking, Inflation, and the Business Cycle]
Generated description
"Part III: Banking, Inflation, and the Business Cycle" is a section of Murray Rothbard’s economic treatise that analyzes how fractional-reserve banking and monetary expansion drive inflation and generate boom-bust cycles in the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Part III: Banking, Inflation, and the Business Cycle
Target entity description: "Part III: Banking, Inflation, and the Business Cycle" is a section of Murray Rothbard’s economic treatise that analyzes how fractional-reserve banking and monetary expansion drive inflation and generate boom-bust cycles in the economy.
  • A. Monetary Policy, Inflation, and the Business Cycle
    "Monetary Policy, Inflation, and the Business Cycle" is a widely cited macroeconomics book that develops and applies New Keynesian models to analyze how monetary policy affects inflation dynamics and economic fluctuations.
  • B. 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.
  • C. Fiscal Policy and Business Cycles
    "Fiscal Policy and Business Cycles" is an influential economic work by Alvin Hansen that analyzes how government taxation and spending can be used to stabilize economic fluctuations over the business cycle.
  • D. “Business Cycles and Equilibrium”
    “Business Cycles and Equilibrium” is an influential economics book by Fischer Black that presents his unconventional, finance-based theory of macroeconomic fluctuations and market equilibrium.
  • E. National Bureau of Economic Research studies in business cycles
    National Bureau of Economic Research studies in business cycles is a scholarly series of empirical and historical research volumes analyzing fluctuations and long-term patterns in the U.S. and global economies.
  • 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.