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.