Triple

T13117262
Position Surface form Disambiguated ID Type / Status
Subject Angus Deaton E311125 entity
Predicate notableWork P4 FINISHED
Object The Great Escape: Health, Wealth, and the Origins of Inequality
The Great Escape: Health, Wealth, and the Origins of Inequality is a book by economist Angus Deaton that examines how improvements in health and income have transformed lives worldwide while simultaneously generating deep and persistent inequalities.
E1022245 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 Great Escape: Health, Wealth, and the Origins of Inequality | Statement: [Angus Deaton, notableWork, The Great Escape: Health, Wealth, and the Origins of Inequality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Great Escape: Health, Wealth, and the Origins of Inequality
Context triple: [Angus Deaton, notableWork, The Great Escape: Health, Wealth, and the Origins of Inequality]
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. The Spirit Level: Why More Equal Societies Almost Always Do Better
    The Spirit Level: Why More Equal Societies Almost Always Do Better is a influential socio-economic book arguing, through comparative data, that societies with lower income inequality achieve better outcomes in health, social cohesion, and overall well-being.
  • C. The Spirit Level
    The Spirit Level is a 1996 poetry collection by Nobel laureate Seamus Heaney that reflects on balance, memory, and the political and personal landscapes of Ireland.
  • D. Fair Shot: Rethinking Inequality and How We Earn
    Fair Shot: Rethinking Inequality and How We Earn is a book by Facebook co-founder Chris Hughes that argues for bold policy solutions—especially a guaranteed income—to address economic inequality in the United States.
  • E. Unhealthy Societies: The Afflictions of Inequality
    Unhealthy Societies: The Afflictions of Inequality is a seminal work in social epidemiology that argues income inequality is a fundamental cause of poorer health and social outcomes across societies.
  • 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 Great Escape: Health, Wealth, and the Origins of Inequality
Triple: [Angus Deaton, notableWork, The Great Escape: Health, Wealth, and the Origins of Inequality]
Generated description
The Great Escape: Health, Wealth, and the Origins of Inequality is a book by economist Angus Deaton that examines how improvements in health and income have transformed lives worldwide while simultaneously generating deep and persistent inequalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Great Escape: Health, Wealth, and the Origins of Inequality
Target entity description: The Great Escape: Health, Wealth, and the Origins of Inequality is a book by economist Angus Deaton that examines how improvements in health and income have transformed lives worldwide while simultaneously generating deep and persistent inequalities.
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. The Spirit Level: Why More Equal Societies Almost Always Do Better
    The Spirit Level: Why More Equal Societies Almost Always Do Better is a influential socio-economic book arguing, through comparative data, that societies with lower income inequality achieve better outcomes in health, social cohesion, and overall well-being.
  • C. The Spirit Level
    The Spirit Level is a 1996 poetry collection by Nobel laureate Seamus Heaney that reflects on balance, memory, and the political and personal landscapes of Ireland.
  • D. Fair Shot: Rethinking Inequality and How We Earn
    Fair Shot: Rethinking Inequality and How We Earn is a book by Facebook co-founder Chris Hughes that argues for bold policy solutions—especially a guaranteed income—to address economic inequality in the United States.
  • E. Unhealthy Societies: The Afflictions of Inequality
    Unhealthy Societies: The Afflictions of Inequality is a seminal work in social epidemiology that argues income inequality is a fundamental cause of poorer health and social outcomes across societies.
  • 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.