Triple
T424595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Graham Sumner |
E8178
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What Social Classes Owe to Each Other
"What Social Classes Owe to Each Other" is an 1883 collection of essays by sociologist William Graham Sumner that argues for limited government, individual responsibility, and laissez-faire economics in the relations between social classes.
|
E53605
|
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: What Social Classes Owe to Each Other | Statement: [William Graham Sumner, notableWork, What Social Classes Owe to Each Other]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Social Classes Owe to Each Other Context triple: [William Graham Sumner, notableWork, What Social Classes Owe to Each Other]
-
A.
The Fears of the Rich, the Needs of the Poor
The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
-
B.
Discourse on the Origin and Basis of Inequality Among Men
Discourse on the Origin and Basis of Inequality Among Men is a philosophical treatise by Jean-Jacques Rousseau that examines the development of human society and the origins of social and economic inequality.
-
C.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
-
D.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
E.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
- 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: What Social Classes Owe to Each Other Triple: [William Graham Sumner, notableWork, What Social Classes Owe to Each Other]
Generated description
"What Social Classes Owe to Each Other" is an 1883 collection of essays by sociologist William Graham Sumner that argues for limited government, individual responsibility, and laissez-faire economics in the relations between social classes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What Social Classes Owe to Each Other Target entity description: "What Social Classes Owe to Each Other" is an 1883 collection of essays by sociologist William Graham Sumner that argues for limited government, individual responsibility, and laissez-faire economics in the relations between social classes.
-
A.
The Fears of the Rich, the Needs of the Poor
The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
-
B.
Discourse on the Origin and Basis of Inequality Among Men
Discourse on the Origin and Basis of Inequality Among Men is a philosophical treatise by Jean-Jacques Rousseau that examines the development of human society and the origins of social and economic inequality.
-
C.
The Gospel of Wealth
The Gospel of Wealth is an 1889 essay by industrialist Andrew Carnegie that argues the rich have a moral obligation to distribute their fortunes for the benefit of society.
-
D.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
E.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
- 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_69a2e7f1d1bc81909cf2dc9754a3c334 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eed3e4cc8190ba6aff3bd1adb06f |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42a17403081909bcbbc0fdfdc25dc |
completed | March 1, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69a42a8b49b88190864aa55f49916a87 |
completed | March 1, 2026, 12:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42b030ccc819086ae0c96ca1ba4a8 |
completed | March 1, 2026, 12:03 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.