Triple
T13879891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Kenneth Galbraith |
E333684
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Affluent Society |
E334414
|
NE FINISHED |
How this triple was built (2 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 Affluent Society
chosen
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.
-
B.
The Second Bill of Rights
The Second Bill of Rights is a book by legal scholar Cass Sunstein that argues Franklin D. Roosevelt’s proposed economic and social rights—such as rights to work, housing, and healthcare—should be recognized as fundamental constitutional commitments.
-
C.
The Distribution of Wealth
The Distribution of Wealth is an influential 1899 economics book by John Bates Clark that helped establish marginal productivity theory and shaped early neoclassical views on income distribution.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0be71d388190909290cad2c6daf5 |
completed | April 14, 2026, 9:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c7100b308190bdd5feaa116ee5fe |
completed | May 3, 2026, 10:07 p.m. |
Created at: April 9, 2026, 10:15 p.m.