Triple

T5656407
Position Surface form Disambiguated ID Type / Status
Subject Recession of 1937–1938 E124628 entity
Predicate significantEvent P259 FINISHED
Object Federal Reserve reserve requirement increases of 1936–1937
The Federal Reserve reserve requirement increases of 1936–1937 were a series of monetary tightening measures that sharply raised banks’ required reserves, contributing to a contraction in credit and the subsequent 1937–1938 recession in the United States.
E537705 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: Federal Reserve reserve requirement increases of 1936–1937 | Statement: [Recession of 1937–1938, significantEvent, Federal Reserve reserve requirement increases of 1936–1937]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Reserve reserve requirement increases of 1936–1937
Context triple: [Recession of 1937–1938, significantEvent, Federal Reserve reserve requirement increases of 1936–1937]
  • A. Federal Reserve Act of 1913
    The Federal Reserve Act of 1913 is the U.S. law that created the Federal Reserve System as the nation’s central bank to provide a safer, more flexible, and more stable monetary and financial system.
  • B. CRA regulations of the Federal Reserve Board
    CRA regulations of the Federal Reserve Board are the formal rules issued by the Fed that govern how the Community Reinvestment Act is applied to banks under its supervision, including how their community lending and investment performance is evaluated.
  • C. The Great Contraction, 1929–1933
    The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
  • D. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • E. Federal Reserve Reform Act of 1977
    The Federal Reserve Reform Act of 1977 was a U.S. law that strengthened congressional oversight of the Federal Reserve and clarified its monetary policy objectives, including promoting maximum employment and price stability.
  • 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: Federal Reserve reserve requirement increases of 1936–1937
Triple: [Recession of 1937–1938, significantEvent, Federal Reserve reserve requirement increases of 1936–1937]
Generated description
The Federal Reserve reserve requirement increases of 1936–1937 were a series of monetary tightening measures that sharply raised banks’ required reserves, contributing to a contraction in credit and the subsequent 1937–1938 recession in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Reserve reserve requirement increases of 1936–1937
Target entity description: The Federal Reserve reserve requirement increases of 1936–1937 were a series of monetary tightening measures that sharply raised banks’ required reserves, contributing to a contraction in credit and the subsequent 1937–1938 recession in the United States.
  • A. Federal Reserve Act of 1913
    The Federal Reserve Act of 1913 is the U.S. law that created the Federal Reserve System as the nation’s central bank to provide a safer, more flexible, and more stable monetary and financial system.
  • B. CRA regulations of the Federal Reserve Board
    CRA regulations of the Federal Reserve Board are the formal rules issued by the Fed that govern how the Community Reinvestment Act is applied to banks under its supervision, including how their community lending and investment performance is evaluated.
  • C. The Great Contraction, 1929–1933
    The Great Contraction, 1929–1933, refers to the severe monetary and economic collapse at the start of the Great Depression, marked by massive bank failures, deflation, and a sharp decline in output and employment in the United States.
  • D. A Monetary History of the United States, 1867–1960
    A Monetary History of the United States, 1867–1960 is a landmark economic study that analyzes the role of monetary policy and money supply in shaping U.S. economic cycles and major events such as the Great Depression.
  • E. Federal Reserve Reform Act of 1977
    The Federal Reserve Reform Act of 1977 was a U.S. law that strengthened congressional oversight of the Federal Reserve and clarified its monetary policy objectives, including promoting maximum employment and price stability.
  • 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_69c0082774a481909d7e63fb2aad56ac completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022fb0b74819084782411bd172834 completed March 22, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d9ec1248190aff680acb4064a49 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ede30088190a70607458f4653d0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb365cc8190b825f7c1d66aee0f completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:42 p.m.