Triple

T23502411
Position Surface form Disambiguated ID Type / Status
Subject Saving Capitalism from the Capitalists E571884 entity
Predicate relatedWork P37 FINISHED
Object A Capitalism for the People
A Capitalism for the People is a book by economist Luigi Zingales that argues for restoring true free-market competition by reducing cronyism and political capture in the U.S. economy.
 E1588702 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: A Capitalism for the People | Statement: [Saving Capitalism from the Capitalists, relatedWork, A Capitalism for the People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Capitalism for the People
Context triple: [Saving Capitalism from the Capitalists, relatedWork, A Capitalism for the People]
  • 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. 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.
  • C. How Capitalism Will Save Us
    "How Capitalism Will Save Us" is a book by Steve Forbes that argues free-market capitalism is the most effective system for promoting prosperity, innovation, and individual freedom.
  • D. 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.
  • E. Capitalism as if the World Matters
    Capitalism as if the World Matters is a book by environmentalist Jonathan Porritt that argues for transforming capitalism to operate within ecological limits and support sustainable development.
  • 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: A Capitalism for the People
Triple: [Saving Capitalism from the Capitalists, relatedWork, A Capitalism for the People]
Generated description
A Capitalism for the People is a book by economist Luigi Zingales that argues for restoring true free-market competition by reducing cronyism and political capture in the U.S. economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Capitalism for the People
Target entity description: A Capitalism for the People is a book by economist Luigi Zingales that argues for restoring true free-market competition by reducing cronyism and political capture in the U.S. economy.
  • 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. 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.
  • C. How Capitalism Will Save Us
    "How Capitalism Will Save Us" is a book by Steve Forbes that argues free-market capitalism is the most effective system for promoting prosperity, innovation, and individual freedom.
  • D. 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.
  • E. Capitalism as if the World Matters
    Capitalism as if the World Matters is a book by environmentalist Jonathan Porritt that argues for transforming capitalism to operate within ecological limits and support sustainable development.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8fd65e08190ae94ad4f0638cc0e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8275e2bc8190a908d41a9824f2f8 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:06 p.m.