Triple

T13117263
Position Surface form Disambiguated ID Type / Status
Subject Angus Deaton E311125 entity
Predicate notableWork P4 FINISHED
Object Deaths of Despair and the Future of Capitalism
Deaths of Despair and the Future of Capitalism is a 2019 nonfiction book by economists Anne Case and Angus Deaton that examines rising mortality among working-class Americans and critiques the economic and social structures contributing to this crisis.
E1022246 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: Deaths of Despair and the Future of Capitalism | Statement: [Angus Deaton, notableWork, Deaths of Despair and the Future of Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deaths of Despair and the Future of Capitalism
Context triple: [Angus Deaton, notableWork, Deaths of Despair and the Future of Capitalism]
  • A. 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.
  • B. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • C. Specters of Marx
    Specters of Marx is a 1993 philosophical work by Jacques Derrida that reexamines Marxism after the Cold War through the lens of deconstruction, focusing on themes of haunting, justice, and the persistence of Marx’s legacy.
  • D. 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.
  • E. Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It
    Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It is a critical political-philosophical work by Nancy Fraser that analyzes contemporary capitalism’s destructive effects on democracy, social reproduction, and the environment while outlining possibilities for systemic transformation.
  • 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: Deaths of Despair and the Future of Capitalism
Triple: [Angus Deaton, notableWork, Deaths of Despair and the Future of Capitalism]
Generated description
Deaths of Despair and the Future of Capitalism is a 2019 nonfiction book by economists Anne Case and Angus Deaton that examines rising mortality among working-class Americans and critiques the economic and social structures contributing to this crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deaths of Despair and the Future of Capitalism
Target entity description: Deaths of Despair and the Future of Capitalism is a 2019 nonfiction book by economists Anne Case and Angus Deaton that examines rising mortality among working-class Americans and critiques the economic and social structures contributing to this crisis.
  • A. 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.
  • B. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • C. Specters of Marx
    Specters of Marx is a 1993 philosophical work by Jacques Derrida that reexamines Marxism after the Cold War through the lens of deconstruction, focusing on themes of haunting, justice, and the persistence of Marx’s legacy.
  • D. 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.
  • E. Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It
    Cannibal Capitalism: How Our System Is Devouring Democracy, Care, and the Planet—and What We Can Do About It is a critical political-philosophical work by Nancy Fraser that analyzes contemporary capitalism’s destructive effects on democracy, social reproduction, and the environment while outlining possibilities for systemic transformation.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e284c3c881909d65e2ba89fbe7af completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:06 p.m.