Triple
T85965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Maynard Keynes |
E1729
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E7214
|
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: The General Theory of Employment, Interest and Money | Statement: [John Maynard Keynes, notableWork, The General Theory of Employment, Interest and Money]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The General Theory of Employment, Interest and Money Context triple: [John Maynard Keynes, notableWork, The General Theory of Employment, Interest and Money]
-
A.
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.
-
B.
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.
-
C.
Wirtschaftswunder
Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
-
D.
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.
-
E.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
- 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: The General Theory of Employment, Interest and Money Triple: [John Maynard Keynes, notableWork, The General Theory of Employment, Interest and Money]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The General Theory of Employment, Interest and Money Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Wirtschaftswunder
Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
-
D.
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.
-
E.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
- 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_69a25abdf36c819087c4be57bd8ce8c5 |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25c02d05c819096ee8add17b60d87 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25c8a34e88190bb6b2eae14f773a7 |
completed | Feb. 28, 2026, 3:10 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.