Triple
T2847853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Theory of Money and Credit |
E63022
|
entity |
| Predicate | notableConcept |
P201
|
FINISHED |
| Object |
Austrian theory of the business cycle
The Austrian theory of the business cycle is an economic explanation that attributes booms and busts to central bank-driven credit expansion and artificially low interest rates, which distort investment decisions and lead to unsustainable economic growth followed by recession.
|
E63022
|
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: Austrian theory of the business cycle | Statement: [The Theory of Money and Credit, notableConcept, Austrian theory of the business cycle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austrian theory of the business cycle Context triple: [The Theory of Money and Credit, notableConcept, Austrian theory of the business 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.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
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.
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.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
- 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: Austrian theory of the business cycle Triple: [The Theory of Money and Credit, notableConcept, Austrian theory of the business cycle]
Generated description
The Austrian theory of the business cycle is an economic explanation that attributes booms and busts to central bank-driven credit expansion and artificially low interest rates, which distort investment decisions and lead to unsustainable economic growth followed by recession.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austrian theory of the business cycle Target entity description: The Austrian theory of the business cycle is an economic explanation that attributes booms and busts to central bank-driven credit expansion and artificially low interest rates, which distort investment decisions and lead to unsustainable economic growth followed by recession.
-
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.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
C.
The Theory of Money and Credit
chosen
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.
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.
The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
- F. None of above.
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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf403698819084fb4ace5839aa05 |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d81e76c8190aae5e6dd9b13e28b |
completed | March 10, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69b021996bdc8190843be464e761b7a9 |
completed | March 10, 2026, 1:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0222eb4448190a9f731adbce78e01 |
completed | March 10, 2026, 1:52 p.m. |
Created at: March 6, 2026, 10:02 p.m.