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.