Triple
T3185022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Kenneth Galbraith |
E66677
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Affluent Society
The Affluent Society is a landmark 1958 economic and social critique by John Kenneth Galbraith that challenges conventional views on wealth, consumerism, and public spending in postwar America.
|
E334414
|
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 Affluent Society | Statement: [John Kenneth Galbraith, notableWork, The Affluent Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Affluent Society Context triple: [John Kenneth Galbraith, notableWork, The Affluent Society]
-
A.
The Great Transformation
The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
-
B.
Capitalism and Freedom
Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
-
C.
The Road to Serfdom
The Road to Serfdom is a seminal 1944 political and economic treatise by Friedrich Hayek warning that central planning and government control over the economy can lead to tyranny and the erosion of individual freedom.
-
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.
American Power and the New Mandarins
American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
- 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 Affluent Society Triple: [John Kenneth Galbraith, notableWork, The Affluent Society]
Generated description
The Affluent Society is a landmark 1958 economic and social critique by John Kenneth Galbraith that challenges conventional views on wealth, consumerism, and public spending in postwar America.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Affluent Society Target entity description: The Affluent Society is a landmark 1958 economic and social critique by John Kenneth Galbraith that challenges conventional views on wealth, consumerism, and public spending in postwar America.
-
A.
The Great Transformation
The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
-
B.
Capitalism and Freedom
Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
-
C.
The Road to Serfdom
The Road to Serfdom is a seminal 1944 political and economic treatise by Friedrich Hayek warning that central planning and government control over the economy can lead to tyranny and the erosion of individual freedom.
-
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.
American Power and the New Mandarins
American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
- 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_69ad8587c1bc8190a2595f2c22ee1001 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6c1341081909793f8d05fddfd5e |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b236039b148190ab581709cfcfcd01 |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b239d78e808190b53d2ba93ed0e667 |
completed | March 12, 2026, 3:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23a4598e481908fc64c5c0bf46427 |
completed | March 12, 2026, 4 a.m. |
Created at: March 8, 2026, 3:06 p.m.