Triple

T4165479

Position	Surface form	Disambiguated ID	Type / Status
Subject	Prices and Production	`E84434`	entity
Predicate	relatedWork	`P37`	FINISHED
Object	Monetary Theory and the Trade Cycle Monetary Theory and the Trade Cycle is an economic work by Friedrich A. Hayek that analyzes how monetary factors drive business cycles and economic fluctuations.	`E418203`	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 Theory and the Trade Cycle | Statement: [Prices and Production, relatedWork, Monetary Theory and the Trade Cycle]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Monetary Theory and the Trade Cycle
Context triple: [Prices and Production, relatedWork, Monetary Theory and the Trade Cycle]

A. A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
B. 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.
C. The Theory of Money and Credit
The Theory of Money and Credit is a foundational 1912 treatise by economist Ludwig von Mises that develops a comprehensive Austrian School theory of money, banking, and monetary policy.
D. 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.
E. The General Theory of Employment, Interest and Money
The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
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 Theory and the Trade Cycle
Triple: [Prices and Production, relatedWork, Monetary Theory and the Trade Cycle]

Generated description

Monetary Theory and the Trade Cycle is an economic work by Friedrich A. Hayek that analyzes how monetary factors drive business cycles and economic fluctuations.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Monetary Theory and the Trade Cycle
Target entity description: Monetary Theory and the Trade Cycle is an economic work by Friedrich A. Hayek that analyzes how monetary factors drive business cycles and economic fluctuations.

A. A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
B. 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.
C. The Theory of Money and Credit
The Theory of Money and Credit is a foundational 1912 treatise by economist Ludwig von Mises that develops a comprehensive Austrian School theory of money, banking, and monetary policy.
D. 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.
E. The General Theory of Employment, Interest and Money
The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
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_69aed932cab48190b80ffe35f7029ae1`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af02ac8e788190a8f3563a2903bbad`	completed	March 9, 2026, 5:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f478c948190a997e006015e588d`	completed	March 14, 2026, 3:31 p.m.
NEDg	Description generation	`batch_69b57fcd3d60819086ab5ad7b69242a2`	completed	March 14, 2026, 3:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5803ec2088190ac9d4b3d34278e17`	completed	March 14, 2026, 3:35 p.m.

Created at: March 9, 2026, 3:44 p.m.