Triple

T13964188
Position Surface form Disambiguated ID Type / Status
Subject Walter Block E335878 entity
Predicate notableWork P4 FINISHED
Object The Case for Discrimination
The Case for Discrimination is a controversial libertarian book by economist Walter Block that defends the legality of many forms of private discrimination on free-market and individual rights grounds.
E1072546 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 Case for Discrimination | Statement: [Walter Block, notableWork, The Case for Discrimination]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Case for Discrimination
Context triple: [Walter Block, notableWork, The Case for Discrimination]
  • A. The Mirage of Social Justice
    The Mirage of Social Justice is a volume in Friedrich A. Hayek’s "Law, Legislation and Liberty" series that critiques the concept of social justice as incoherent and incompatible with a free-market order.
  • B. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • C. Spheres of Justice
    Spheres of Justice is a political philosophy book by Michael Walzer that develops a theory of complex equality by arguing that different social goods should be distributed according to distinct, context-specific principles.
  • D. The Dying Art of Disagreement
    The Dying Art of Disagreement is an essay by columnist Bret Stephens that argues for the importance of civil discourse, intellectual humility, and rigorous debate in a polarized society.
  • E. Everyone's a Little Bit Racist
    "Everyone's a Little Bit Racist" is a comedic musical number from the Broadway show Avenue Q that satirically explores everyday prejudices and racial stereotypes.
  • 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 Case for Discrimination
Triple: [Walter Block, notableWork, The Case for Discrimination]
Generated description
The Case for Discrimination is a controversial libertarian book by economist Walter Block that defends the legality of many forms of private discrimination on free-market and individual rights grounds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Case for Discrimination
Target entity description: The Case for Discrimination is a controversial libertarian book by economist Walter Block that defends the legality of many forms of private discrimination on free-market and individual rights grounds.
  • A. The Mirage of Social Justice
    The Mirage of Social Justice is a volume in Friedrich A. Hayek’s "Law, Legislation and Liberty" series that critiques the concept of social justice as incoherent and incompatible with a free-market order.
  • B. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • C. Spheres of Justice
    Spheres of Justice is a political philosophy book by Michael Walzer that develops a theory of complex equality by arguing that different social goods should be distributed according to distinct, context-specific principles.
  • D. The Dying Art of Disagreement
    The Dying Art of Disagreement is an essay by columnist Bret Stephens that argues for the importance of civil discourse, intellectual humility, and rigorous debate in a polarized society.
  • E. Everyone's a Little Bit Racist
    "Everyone's a Little Bit Racist" is a comedic musical number from the Broadway show Avenue Q that satirically explores everyday prejudices and racial stereotypes.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7e24f08190ba939a8044860033 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d890d48190affd194b2439c271 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba7149cf08190942cc9b1f7f208f0 completed May 6, 2026, 8:39 p.m.
NED2 Entity disambiguation (via description) batch_69fba8fe11c881908662d8e8e1720ea4 completed May 6, 2026, 8:47 p.m.
Created at: April 9, 2026, 10:18 p.m.