Triple

T3505076
Position Surface form Disambiguated ID Type / Status
Subject Anna Schwartz E74055 entity
Predicate hasPublication P80 FINISHED
Object From Great Depression to Great Credit Crisis
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
E363987 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: From Great Depression to Great Credit Crisis | Statement: [Anna Schwartz, hasPublication, From Great Depression to Great Credit Crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Great Depression to Great Credit Crisis
Context triple: [Anna Schwartz, hasPublication, From Great Depression to Great Credit Crisis]
  • A. "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.
  • 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. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • D. What Ends Recessions? (with Christina Romer)
    "What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
  • E. Great Moderation
    The Great Moderation was a period from the mid-1980s to the mid-2000s characterized by unusually stable economic growth and low, steady inflation in many advanced economies, especially the United States.
  • 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: From Great Depression to Great Credit Crisis
Triple: [Anna Schwartz, hasPublication, From Great Depression to Great Credit Crisis]
Generated description
"From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Great Depression to Great Credit Crisis
Target entity description: "From Great Depression to Great Credit Crisis" is an economic history work by Anna Schwartz that compares the monetary and financial dynamics of the 1930s Great Depression with those of the 2007–2008 global financial crisis.
  • A. "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.
  • 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. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • D. What Ends Recessions? (with Christina Romer)
    "What Ends Recessions? (with Christina Romer)" is an influential economic study co-authored by David and Christina Romer that analyzes the effectiveness of different policy responses in bringing economic downturns to an end.
  • E. Great Moderation
    The Great Moderation was a period from the mid-1980s to the mid-2000s characterized by unusually stable economic growth and low, steady inflation in many advanced economies, especially the United States.
  • 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbf38e988190998d722b95830411 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373de0a34819096701e24409a08bb completed March 13, 2026, 2:18 a.m.
NEDg Description generation batch_69b377dfd2308190b2762715fa098260 completed March 13, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69b37850f18081908ee893dd4cedc183 completed March 13, 2026, 2:37 a.m.
Created at: March 8, 2026, 3:18 p.m.