Triple
T4928539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nouriel Roubini |
E110634
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Crisis Economics: A Crash Course in the Future of Finance
"Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
|
E480323
|
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: Crisis Economics: A Crash Course in the Future of Finance | Statement: [Nouriel Roubini, notableWork, Crisis Economics: A Crash Course in the Future of Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crisis Economics: A Crash Course in the Future of Finance Context triple: [Nouriel Roubini, notableWork, Crisis Economics: A Crash Course in the Future of Finance]
-
A.
Meme Wars: The Creative Destruction of Neoclassical Economics
Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
-
B.
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.
-
C.
The Crisis of Global Capitalism
The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
-
D.
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.
-
E.
Grand Pursuit: The Story of Economic Genius
Grand Pursuit: The Story of Economic Genius is a narrative history book by Sylvia Nasar that traces the development of modern economic thought through the lives and ideas of influential economists.
- 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: Crisis Economics: A Crash Course in the Future of Finance Triple: [Nouriel Roubini, notableWork, Crisis Economics: A Crash Course in the Future of Finance]
Generated description
"Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crisis Economics: A Crash Course in the Future of Finance Target entity description: "Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
-
A.
Meme Wars: The Creative Destruction of Neoclassical Economics
Meme Wars: The Creative Destruction of Neoclassical Economics is a critical, visually driven book that challenges mainstream economic theory and its cultural impact through essays, graphics, and activist perspectives.
-
B.
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.
-
C.
The Crisis of Global Capitalism
The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
-
D.
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.
-
E.
Grand Pursuit: The Story of Economic Genius
Grand Pursuit: The Story of Economic Genius is a narrative history book by Sylvia Nasar that traces the development of modern economic thought through the lives and ideas of influential economists.
- 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_69bd4415190c8190817bee7ec9f9f944 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7038c12c81908a793b4a8768c28a |
completed | March 20, 2026, 4:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77af13308190b99f3aca0cb44c61 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be781aa8648190a58587e6f3e04e11 |
completed | March 21, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be78a0bdc88190bd8458658f15f879 |
completed | March 21, 2026, 10:53 a.m. |
Created at: March 20, 2026, 1:30 p.m.