Triple

T13033477
Position Surface form Disambiguated ID Type / Status
Subject Robert P. Murphy E326497 entity
Predicate notableWork P4 FINISHED
Object The Politically Incorrect Guide to the Great Depression and the New Deal
The Politically Incorrect Guide to the Great Depression and the New Deal is a revisionist economic history book that challenges mainstream interpretations of the 1930s crisis and Franklin D. Roosevelt’s policies from a free-market, libertarian perspective.
E1017842 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 Politically Incorrect Guide to the Great Depression and the New Deal | Statement: [Robert P. Murphy, notableWork, The Politically Incorrect Guide to the Great Depression and the New Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Politically Incorrect Guide to the Great Depression and the New Deal
Context triple: [Robert P. Murphy, notableWork, The Politically Incorrect Guide to the Great Depression and the New Deal]
  • A. The Coming of the New Deal
    The Coming of the New Deal is the second volume of Arthur M. Schlesinger Jr.’s influential historical trilogy on Franklin D. Roosevelt, chronicling the implementation and impact of New Deal reforms during the 1930s.
  • B. America’s Great Depression
    America’s Great Depression is an influential economic history book by Murray Rothbard that analyzes the causes and policies surrounding the Great Depression from an Austrian School perspective.
  • C. Peddling Panaceas: Popular Economists in the New Deal Era
    Peddling Panaceas: Popular Economists in the New Deal Era is a historical study by Gary Best that examines the influence and ideas of widely read economists during the United States’ New Deal period.
  • D. "Essays on the Great Depression"
    "Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
  • E. The Return of Depression Economics
    The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
  • 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 Politically Incorrect Guide to the Great Depression and the New Deal
Triple: [Robert P. Murphy, notableWork, The Politically Incorrect Guide to the Great Depression and the New Deal]
Generated description
The Politically Incorrect Guide to the Great Depression and the New Deal is a revisionist economic history book that challenges mainstream interpretations of the 1930s crisis and Franklin D. Roosevelt’s policies from a free-market, libertarian perspective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Politically Incorrect Guide to the Great Depression and the New Deal
Target entity description: The Politically Incorrect Guide to the Great Depression and the New Deal is a revisionist economic history book that challenges mainstream interpretations of the 1930s crisis and Franklin D. Roosevelt’s policies from a free-market, libertarian perspective.
  • A. The Coming of the New Deal
    The Coming of the New Deal is the second volume of Arthur M. Schlesinger Jr.’s influential historical trilogy on Franklin D. Roosevelt, chronicling the implementation and impact of New Deal reforms during the 1930s.
  • B. America’s Great Depression
    America’s Great Depression is an influential economic history book by Murray Rothbard that analyzes the causes and policies surrounding the Great Depression from an Austrian School perspective.
  • C. Peddling Panaceas: Popular Economists in the New Deal Era
    Peddling Panaceas: Popular Economists in the New Deal Era is a historical study by Gary Best that examines the influence and ideas of widely read economists during the United States’ New Deal period.
  • D. "Essays on the Great Depression"
    "Essays on the Great Depression" is an influential collection of economic analyses by Gregory Mankiw examining the causes, dynamics, and policy lessons of the Great Depression.
  • E. The Return of Depression Economics
    The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97effca908190ab89fdb034e02680 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbcf11f88190ab1746f973132af1 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cee0a27081909203e3331186b4ca completed May 3, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf987f68819084edcd6613832fe8 completed May 3, 2026, 4:31 a.m.
Created at: April 9, 2026, 8:54 p.m.