Triple

T22943664
Position Surface form Disambiguated ID Type / Status
Subject Vivek Ramaswamy E569805 entity
Predicate notableWork P4 FINISHED
Object Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For — NE NERFINISHED

How this triple was built (3 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: Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For | Statement: [Vivek Ramaswamy, notableWork, Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For
Context triple: [Vivek Ramaswamy, notableWork, Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For]
  • A. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • B. 23 Things They Don’t Tell You About Capitalism
    23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
  • C. The Decline of American Capitalism
    The Decline of American Capitalism is a Marxist economic analysis that critiques the structural weaknesses and contradictions of U.S. capitalism in the early 20th century.
  • D. Capitalism: A Love Story
    Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
  • E. I Love Capitalism!: An American Story
    I Love Capitalism!: An American Story is a memoir by billionaire businessman and Home Depot co-founder Kenneth G. Langone, recounting his rise from humble beginnings and defending free-market capitalism.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For
Target entity description: "Capitalist Punishment: How Wall Street Is Using Your Money to Create a Country You Didn’t Vote For" is a political and economic critique in which entrepreneur Vivek Ramaswamy argues that large financial institutions and corporations are using investors’ money to advance ideological agendas outside democratic control.
  • A. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • B. 23 Things They Don’t Tell You About Capitalism
    23 Things They Don’t Tell You About Capitalism is a popular economics book by Ha-Joon Chang that challenges mainstream free-market assumptions through accessible, myth-busting essays.
  • C. The Decline of American Capitalism
    The Decline of American Capitalism is a Marxist economic analysis that critiques the structural weaknesses and contradictions of U.S. capitalism in the early 20th century.
  • D. Capitalism: A Love Story
    Capitalism: A Love Story is a 2009 documentary film by Michael Moore that critically examines the social and economic impacts of capitalism in the United States.
  • E. I Love Capitalism!: An American Story
    I Love Capitalism!: An American Story is a memoir by billionaire businessman and Home Depot co-founder Kenneth G. Langone, recounting his rise from humble beginnings and defending free-market capitalism.
  • F. None of above. chosen

Provenance (2 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_69e24590862c8190858f180ad302adab completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1819b65dc8190b9456346e7284ddf completed April 29, 2026, 3:57 a.m.
Created at: April 17, 2026, 3:45 p.m.