Triple
T85966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Maynard Keynes |
E1729
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E8063
|
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 Treatise on Money | Statement: [John Maynard Keynes, notableWork, A Treatise on Money]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Treatise on Money Context triple: [John Maynard Keynes, notableWork, A Treatise on Money]
-
A.
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.
-
B.
The Wealth of Nations
The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
-
C.
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.
-
D.
The Economic Consequences of the Peace
The Economic Consequences of the Peace is John Maynard Keynes’s influential 1919 book criticizing the harsh terms of the Treaty of Versailles and warning that they would destabilize Europe’s post–World War I economy and politics.
-
E.
Principia Mathematica
Principia Mathematica is a landmark three-volume work in mathematical logic and the foundations of mathematics, co-authored by Bertrand Russell and Alfred North Whitehead, which aimed to derive all mathematical truths from a formal system of symbolic logic.
- 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 Treatise on Money Triple: [John Maynard Keynes, notableWork, A Treatise on Money]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Treatise on Money Target entity description: 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.
-
A.
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.
-
B.
The Wealth of Nations
The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
-
C.
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.
-
D.
The Economic Consequences of the Peace
The Economic Consequences of the Peace is John Maynard Keynes’s influential 1919 book criticizing the harsh terms of the Treaty of Versailles and warning that they would destabilize Europe’s post–World War I economy and politics.
-
E.
Principia Mathematica
Principia Mathematica is a landmark three-volume work in mathematical logic and the foundations of mathematics, co-authored by Bertrand Russell and Alfred North Whitehead, which aimed to derive all mathematical truths from a formal system of symbolic logic.
- 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_69a26243abb881908e732c8f885cc694 |
completed | Feb. 28, 2026, 3:34 a.m. |
| NEDg | Description generation | batch_69a262b29fc88190a1562e4dbe10d438 |
completed | Feb. 28, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2634c236c8190b4259962acf4b5f0 |
completed | Feb. 28, 2026, 3:38 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.