Triple
T85968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Maynard Keynes |
E1729
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
A Tract on Monetary Reform
A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
|
E9568
|
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: A Tract on Monetary Reform | Statement: [John Maynard Keynes, notableWork, A Tract on Monetary Reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Tract on Monetary Reform Context triple: [John Maynard Keynes, notableWork, A Tract on Monetary Reform]
-
A.
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.
-
B.
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.
-
C.
the "Volcker shock" in U.S. monetary policy
The "Volcker shock" in U.S. monetary policy refers to the dramatic interest rate hikes and tight monetary stance of the early 1980s aimed at breaking entrenched inflation, which triggered a deep recession but ultimately restored price stability and reshaped central banking practice.
-
D.
Alexander Hamilton's First Report on the Public Credit
Alexander Hamilton's First Report on the Public Credit was a foundational 1790 Treasury document that outlined a comprehensive plan to stabilize the young United States’ finances by assuming and funding federal and state Revolutionary War debts.
-
E.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
- 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: A Tract on Monetary Reform Triple: [John Maynard Keynes, notableWork, A Tract on Monetary Reform]
Generated description
A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Tract on Monetary Reform Target entity description: A Tract on Monetary Reform is an influential 1923 book by economist John Maynard Keynes that analyzes post–World War I inflation and advocates for pragmatic monetary policy and currency stabilization.
-
A.
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.
-
B.
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.
-
C.
the "Volcker shock" in U.S. monetary policy
The "Volcker shock" in U.S. monetary policy refers to the dramatic interest rate hikes and tight monetary stance of the early 1980s aimed at breaking entrenched inflation, which triggered a deep recession but ultimately restored price stability and reshaped central banking practice.
-
D.
Alexander Hamilton's First Report on the Public Credit
Alexander Hamilton's First Report on the Public Credit was a foundational 1790 Treasury document that outlined a comprehensive plan to stabilize the young United States’ finances by assuming and funding federal and state Revolutionary War debts.
-
E.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
- 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4fa22c819096152bb577e11fa6 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a266ea53f48190a0a09700697ffd45 |
completed | Feb. 28, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69a26ada5f908190afcc754be9fffd07 |
completed | Feb. 28, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a26b668a948190811c208dae793975 |
completed | Feb. 28, 2026, 4:13 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.