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.