Triple
T9999146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mitchell Zuckoff |
E197278
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ponzi’s Scheme: The True Story of a Financial Legend
Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
|
E833900
|
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: Ponzi’s Scheme: The True Story of a Financial Legend | Statement: [Mitchell Zuckoff, notableWork, Ponzi’s Scheme: The True Story of a Financial Legend]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ponzi’s Scheme: The True Story of a Financial Legend Context triple: [Mitchell Zuckoff, notableWork, Ponzi’s Scheme: The True Story of a Financial Legend]
-
A.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
-
B.
Liar's Poker
Liar's Poker is a bestselling non-fiction book by Michael Lewis that chronicles his experiences on Wall Street in the 1980s, offering an insider’s look at the excesses and culture of investment banking.
-
C.
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance is a historical nonfiction book that traces the rise, influence, and evolution of the J.P. Morgan financial empire and its central role in shaping modern global finance.
-
D.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
E.
13 Bankers
13 Bankers is a nonfiction book by economist Simon Johnson that analyzes the rise of powerful financial institutions in the United States and argues that their unchecked influence poses a serious threat to democracy and economic stability.
- 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: Ponzi’s Scheme: The True Story of a Financial Legend Triple: [Mitchell Zuckoff, notableWork, Ponzi’s Scheme: The True Story of a Financial Legend]
Generated description
Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ponzi’s Scheme: The True Story of a Financial Legend Target entity description: Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
-
A.
Enron: The Smartest Guys in the Room
Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
-
B.
Liar's Poker
Liar's Poker is a bestselling non-fiction book by Michael Lewis that chronicles his experiences on Wall Street in the 1980s, offering an insider’s look at the excesses and culture of investment banking.
-
C.
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance is a historical nonfiction book that traces the rise, influence, and evolution of the J.P. Morgan financial empire and its central role in shaping modern global finance.
-
D.
Triumph of the Market
Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
-
E.
13 Bankers
13 Bankers is a nonfiction book by economist Simon Johnson that analyzes the rise of powerful financial institutions in the United States and argues that their unchecked influence poses a serious threat to democracy and economic stability.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8c78448190a5332f4ff8a7b3dd |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2584bd6cc8190841353847dd2f00c |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d259016fb08190aadf9d4cee0b42d7 |
completed | April 5, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259a2e48481908bd8e4829f676618 |
completed | April 5, 2026, 12:46 p.m. |
Created at: March 30, 2026, 8:51 p.m.