Triple
T11672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Gospel of Wealth |
E238
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Social Darwinism
Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
|
E1405
|
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: Social Darwinism | Statement: [The Gospel of Wealth, influencedBy, Social Darwinism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Darwinism Context triple: [The Gospel of Wealth, influencedBy, Social Darwinism]
-
A.
Sociobiology: The New Synthesis
Sociobiology: The New Synthesis is a landmark 1975 book by biologist Edward O. Wilson that founded the modern field of sociobiology by applying evolutionary theory to the study of social behavior in animals and humans.
-
B.
Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
-
C.
Hegemony or Survival
Hegemony or Survival is a political analysis book by Noam Chomsky that critiques U.S. foreign policy and argues that American pursuit of global dominance threatens both democracy and human survival.
-
D.
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.
-
E.
Charles Darwin
Charles Darwin was a 19th-century English naturalist whose theory of evolution by natural selection revolutionized biology and our understanding of life on Earth.
- 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: Social Darwinism Triple: [The Gospel of Wealth, influencedBy, Social Darwinism]
Generated description
Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Darwinism Target entity description: Social Darwinism is a 19th-century social theory that applied Charles Darwin’s ideas of natural selection to human societies, often to justify economic inequality, competition, and laissez-faire capitalism.
-
A.
Sociobiology: The New Synthesis
Sociobiology: The New Synthesis is a landmark 1975 book by biologist Edward O. Wilson that founded the modern field of sociobiology by applying evolutionary theory to the study of social behavior in animals and humans.
-
B.
Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
-
C.
Hegemony or Survival
Hegemony or Survival is a political analysis book by Noam Chomsky that critiques U.S. foreign policy and argues that American pursuit of global dominance threatens both democracy and human survival.
-
D.
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.
-
E.
Charles Darwin
Charles Darwin was a 19th-century English naturalist whose theory of evolution by natural selection revolutionized biology and our understanding of life on Earth.
- 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_69a23d7ad88c8190bffe8ab091d86642 |
completed | Feb. 28, 2026, 12:57 a.m. |
| NER | Named-entity recognition | batch_69a23ff415ec819082ba80ed3859b71e |
completed | Feb. 28, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a248e3cd308190be7f51f817d4e2b2 |
completed | Feb. 28, 2026, 1:46 a.m. |
| NEDg | Description generation | batch_69a24b1994608190a9bd8125e52f05a3 |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24b7f1f9c8190b93a72a7bba81eb1 |
completed | Feb. 28, 2026, 1:57 a.m. |
Created at: Feb. 28, 2026, 1:02 a.m.