Triple

T3505064
Position Surface form Disambiguated ID Type / Status
Subject Anna Schwartz E74055 entity
Predicate notableWork P4 FINISHED
Object Monetary Trends in the United States and the United Kingdom
Monetary Trends in the United States and the United Kingdom is an influential economic study co-authored by Milton Friedman and Anna Schwartz that analyzes the long-term relationship between money supply and economic activity in both countries.
E363983 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: Monetary Trends in the United States and the United Kingdom | Statement: [Anna Schwartz, notableWork, Monetary Trends in the United States and the United Kingdom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monetary Trends in the United States and the United Kingdom
Context triple: [Anna Schwartz, notableWork, Monetary Trends in the United States and the United Kingdom]
  • A. 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.
  • B. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • C. 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.
  • D. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • E. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • 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: Monetary Trends in the United States and the United Kingdom
Triple: [Anna Schwartz, notableWork, Monetary Trends in the United States and the United Kingdom]
Generated description
Monetary Trends in the United States and the United Kingdom is an influential economic study co-authored by Milton Friedman and Anna Schwartz that analyzes the long-term relationship between money supply and economic activity in both countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monetary Trends in the United States and the United Kingdom
Target entity description: Monetary Trends in the United States and the United Kingdom is an influential economic study co-authored by Milton Friedman and Anna Schwartz that analyzes the long-term relationship between money supply and economic activity in both countries.
  • A. 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.
  • B. The Purchasing Power of Money
    The Purchasing Power of Money is a seminal 1911 economics book by Irving Fisher that rigorously analyzes the relationship between money supply, price levels, and inflation.
  • C. 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.
  • D. Interest and Prices: Foundations of a Theory of Monetary Policy
    Interest and Prices: Foundations of a Theory of Monetary Policy is a highly influential macroeconomics book that develops a rigorous New Keynesian framework for analyzing monetary policy and inflation dynamics.
  • E. Monetary Policy Summary
    The Monetary Policy Summary is an official document that outlines the central bank’s latest interest rate decision, economic assessment, and policy rationale following meetings of the Monetary Policy Committee.
  • 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbf22b1c8190956141d8fb924210 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373de0a34819096701e24409a08bb completed March 13, 2026, 2:18 a.m.
NEDg Description generation batch_69b377dfd2308190b2762715fa098260 completed March 13, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69b37850f18081908ee893dd4cedc183 completed March 13, 2026, 2:37 a.m.
Created at: March 8, 2026, 3:18 p.m.