Triple

T12405328
Position Surface form Disambiguated ID Type / Status
Subject Leonard Read E296369 entity
Predicate hasWritten P2831 FINISHED
Object The Free Market and Its Enemy
"The Free Market and Its Enemy" is a libertarian economic treatise by Leonard Read that defends free-market principles against collectivist and interventionist ideologies.
E981838 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 Free Market and Its Enemy | Statement: [Leonard Read, hasWritten, The Free Market and Its Enemy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Free Market and Its Enemy
Context triple: [Leonard Read, hasWritten, The Free Market and Its Enemy]
  • A. Free Market Fairness
    Free Market Fairness is a political philosophy book by John Tomasi that argues for a synthesis of free-market economic principles with robust commitments to social justice and individual rights.
  • B. The Power of the Market
    "The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
  • C. Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
    "Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
  • D. 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.
  • E. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • 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 Free Market and Its Enemy
Triple: [Leonard Read, hasWritten, The Free Market and Its Enemy]
Generated description
"The Free Market and Its Enemy" is a libertarian economic treatise by Leonard Read that defends free-market principles against collectivist and interventionist ideologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Free Market and Its Enemy
Target entity description: "The Free Market and Its Enemy" is a libertarian economic treatise by Leonard Read that defends free-market principles against collectivist and interventionist ideologies.
  • A. Free Market Fairness
    Free Market Fairness is a political philosophy book by John Tomasi that argues for a synthesis of free-market economic principles with robust commitments to social justice and individual rights.
  • B. The Power of the Market
    "The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
  • C. Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
    "Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism" is a book by economist Ha-Joon Chang that critiques neoliberal free-market policies and argues that rich countries developed through protectionist measures they now discourage in poorer nations.
  • D. 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.
  • E. Saving Capitalism from the Capitalists
    "Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
  • 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_69f6380223d08190959e524ad146d0e0 completed May 2, 2026, 5:44 p.m.
Created at: April 8, 2026, 9:55 p.m.