Triple

T3110572
Position Surface form Disambiguated ID Type / Status
Subject Murray Rothbard E64938 entity
Predicate notableWork P4 FINISHED
Object 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.
E326500 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: America’s Great Depression | Statement: [Murray Rothbard, notableWork, America’s Great Depression]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: America’s Great Depression
Context triple: [Murray Rothbard, notableWork, America’s Great Depression]
  • A. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • B. This Depression
    "This Depression" is a song by Bruce Springsteen from his 2012 album *Wrecking Ball*, reflecting themes of struggle, resilience, and emotional turmoil.
  • C. "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.
  • D. Recession of 1937–1938
    The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
  • E. Wall Street Crash of 1929
    The Wall Street Crash of 1929 was a catastrophic stock market collapse that triggered the Great Depression and led to major reforms of the U.S. financial system.
  • 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: America’s Great Depression
Triple: [Murray Rothbard, notableWork, America’s Great Depression]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: America’s Great Depression
Target entity description: 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.
  • A. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • B. This Depression
    "This Depression" is a song by Bruce Springsteen from his 2012 album *Wrecking Ball*, reflecting themes of struggle, resilience, and emotional turmoil.
  • C. "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.
  • D. Recession of 1937–1938
    The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
  • E. Wall Street Crash of 1929
    The Wall Street Crash of 1929 was a catastrophic stock market collapse that triggered the Great Depression and led to major reforms of the U.S. financial system.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada43954f0819096a96331bf3c53a8 completed March 8, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20394a8cc8190b114760079f8b0f6 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b2043430548190a538c183aef44b44 completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b204c812f081908fe5733305123c0e completed March 12, 2026, 12:11 a.m.
Created at: March 8, 2026, 3:04 p.m.