Triple

T13964190
Position Surface form Disambiguated ID Type / Status
Subject Walter Block E335878 entity
Predicate notableWork P4 FINISHED
Object Labor Economics from a Free Market Perspective
Labor Economics from a Free Market Perspective is an Austrian-school, libertarian analysis of labor markets that defends free-market principles against mainstream and interventionist labor economics.
E987913 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: Labor Economics from a Free Market Perspective | Statement: [Walter Block, notableWork, Labor Economics from a Free Market Perspective]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labor Economics from a Free Market Perspective
Context triple: [Walter Block, notableWork, Labor Economics from a Free Market Perspective]
  • A. Frisch elasticity of labor supply
    The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
  • B. labor economics
    Labor economics is a branch of economics that studies how labor markets function, including the determination of wages, employment, and the allocation of workers to jobs.
  • C. An Economist in the Real World
    An Economist in the Real World is a book by economist Kaushik Basu that reflects on applying economic theory to real-world policy-making and development challenges, drawing on his experience in government and international institutions.
  • D. 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.
  • E. Beyond the Invisible Hand
    Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • 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: Labor Economics from a Free Market Perspective
Triple: [Walter Block, notableWork, Labor Economics from a Free Market Perspective]
Generated description
Labor Economics from a Free Market Perspective is an Austrian-school, libertarian analysis of labor markets that defends free-market principles against mainstream and interventionist labor economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labor Economics from a Free Market Perspective
Target entity description: Labor Economics from a Free Market Perspective is an Austrian-school, libertarian analysis of labor markets that defends free-market principles against mainstream and interventionist labor economics.
  • A. Frisch elasticity of labor supply
    The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
  • B. labor economics chosen
    Labor economics is a branch of economics that studies how labor markets function, including the determination of wages, employment, and the allocation of workers to jobs.
  • C. An Economist in the Real World
    An Economist in the Real World is a book by economist Kaushik Basu that reflects on applying economic theory to real-world policy-making and development challenges, drawing on his experience in government and international institutions.
  • D. 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.
  • E. Beyond the Invisible Hand
    Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • F. None of above.

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.