Triple

T18044531
Position Surface form Disambiguated ID Type / Status
Subject A Theory of the Consumption Function E431736 entity
Predicate relatedWork P37 FINISHED
Object Studies in the Quantity Theory of Money
Studies in the Quantity Theory of Money is an influential collection of essays by Milton Friedman that empirically examines and defends the quantity theory of money as a central explanation of inflation and monetary dynamics.
E1302234 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: Studies in the Quantity Theory of Money | Statement: [A Theory of the Consumption Function, relatedWork, Studies in the Quantity Theory of Money]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Studies in the Quantity Theory of Money
Context triple: [A Theory of the Consumption Function, relatedWork, Studies in the Quantity Theory of Money]
  • A. 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.
  • B. Money and the Mechanism of Exchange
    Money and the Mechanism of Exchange is an influential 1875 treatise by economist William Stanley Jevons that analyzes the nature, functions, and evolution of money within economic systems.
  • C. 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.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. A Theory of the Consumption Function
    A Theory of the Consumption Function is Milton Friedman’s influential 1957 economics book that introduced the permanent income hypothesis to explain household consumption behavior over time.
  • 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: Studies in the Quantity Theory of Money
Triple: [A Theory of the Consumption Function, relatedWork, Studies in the Quantity Theory of Money]
Generated description
Studies in the Quantity Theory of Money is an influential collection of essays by Milton Friedman that empirically examines and defends the quantity theory of money as a central explanation of inflation and monetary dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Studies in the Quantity Theory of Money
Target entity description: Studies in the Quantity Theory of Money is an influential collection of essays by Milton Friedman that empirically examines and defends the quantity theory of money as a central explanation of inflation and monetary dynamics.
  • A. 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.
  • B. Money and the Mechanism of Exchange
    Money and the Mechanism of Exchange is an influential 1875 treatise by economist William Stanley Jevons that analyzes the nature, functions, and evolution of money within economic systems.
  • C. 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.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. A Theory of the Consumption Function
    A Theory of the Consumption Function is Milton Friedman’s influential 1957 economics book that introduced the permanent income hypothesis to explain household consumption behavior over time.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bff13f488190993445769551c9c2 completed April 19, 2026, 11:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bb99508190ba6b1f8e4ac2b599 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b4fd4fc8190bd75aa51a8f3d2d4 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034bc081d08190aa29065fdaecc5b2 completed May 12, 2026, 3:48 p.m.
Created at: April 10, 2026, 10:25 a.m.