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

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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.
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

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca82f3b61c81908ecc2c1c96dbc2e4 elicitation completed
NER batch_69cdcc8c78448190a5332f4ff8a7b3dd ner completed
NED1 batch_69d2584bd6cc8190841353847dd2f00c ned_source_triple completed
NED2 batch_69d259a2e48481908bd8e4829f676618 ned_description completed
NEDg batch_69d259016fb08190aadf9d4cee0b42d7 nedg completed
Created at: March 30, 2026, 8:51 p.m.