Triple

T12405330
Position Surface form Disambiguated ID Type / Status
Subject Leonard Read E296369 entity
Predicate hasWritten P2831 FINISHED
Object The Coming Aristocracy
The Coming Aristocracy is a libertarian philosophical work by Leonard Read that argues for a society led by individuals of strong moral character and commitment to freedom rather than by political elites.
E982230 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 Coming Aristocracy | Statement: [Leonard Read, hasWritten, The Coming Aristocracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Coming Aristocracy
Context triple: [Leonard Read, hasWritten, The Coming Aristocracy]
  • A. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • B. The Social Order of Tomorrow
    The Social Order of Tomorrow is a political and social treatise by Archduke Otto von Habsburg outlining his vision for a Christian, federal, and democratic Europe in the postwar era.
  • C. Capitalism: The Unknown Ideal
    Capitalism: The Unknown Ideal is a collection of essays by Ayn Rand and her associates that defends laissez-faire capitalism as the only moral social system based on individual rights and rational self-interest.
  • D. The Theory of the Leisure Class
    The Theory of the Leisure Class is Thorstein Veblen’s influential 1899 socio-economic study that critiques consumer culture and introduces the concept of “conspicuous consumption.”
  • E. 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.
  • 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 Coming Aristocracy
Triple: [Leonard Read, hasWritten, The Coming Aristocracy]
Generated description
The Coming Aristocracy is a libertarian philosophical work by Leonard Read that argues for a society led by individuals of strong moral character and commitment to freedom rather than by political elites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Coming Aristocracy
Target entity description: The Coming Aristocracy is a libertarian philosophical work by Leonard Read that argues for a society led by individuals of strong moral character and commitment to freedom rather than by political elites.
  • A. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • B. The Social Order of Tomorrow
    The Social Order of Tomorrow is a political and social treatise by Archduke Otto von Habsburg outlining his vision for a Christian, federal, and democratic Europe in the postwar era.
  • C. Capitalism: The Unknown Ideal
    Capitalism: The Unknown Ideal is a collection of essays by Ayn Rand and her associates that defends laissez-faire capitalism as the only moral social system based on individual rights and rational self-interest.
  • D. The Theory of the Leisure Class
    The Theory of the Leisure Class is Thorstein Veblen’s influential 1899 socio-economic study that critiques consumer culture and introduces the concept of “conspicuous consumption.”
  • E. 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.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d48f1908190918551c794f98fe3 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63486d1b881908d94218d2c391123 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f637575a9c8190b677b59e9739af49 completed May 2, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69f638050d2481909d25d5d718353cd5 completed May 2, 2026, 5:44 p.m.
Created at: April 8, 2026, 9:55 p.m.