Triple

T14508291
Position Surface form Disambiguated ID Type / Status
Subject Bethany McLean E340324 entity
Predicate notableWork P4 FINISHED
Object The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
"The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron" is a nonfiction investigative book that chronicles the meteoric growth and catastrophic collapse of the Enron Corporation, exposing the corporate fraud, hubris, and systemic failures behind one of the biggest business scandals in U.S. history.
E1104411 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: The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron | Statement: [Bethany McLean, notableWork, The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
Context triple: [Bethany McLean, notableWork, The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron]
  • 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. Barbarians at the Gate: The Fall of RJR Nabisco
    "Barbarians at the Gate: The Fall of RJR Nabisco" is a bestselling non-fiction book that chronicles the dramatic leveraged buyout battle for RJR Nabisco in the late 1980s, illustrating the excesses and power struggles of Wall Street during that era.
  • C. 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.
  • D. The Insider
    The Insider was an American syndicated entertainment news television program that focused on celebrity news, gossip, and pop culture.
  • E. The Power Broker
    The Power Broker is Robert A. Caro’s landmark biography of urban planner Robert Moses, renowned for its exhaustive research and incisive examination of political power and city-building in 20th-century New York.
  • 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: The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
Triple: [Bethany McLean, notableWork, The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron]
Generated description
"The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron" is a nonfiction investigative book that chronicles the meteoric growth and catastrophic collapse of the Enron Corporation, exposing the corporate fraud, hubris, and systemic failures behind one of the biggest business scandals in U.S. history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron
Target entity description: "The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron" is a nonfiction investigative book that chronicles the meteoric growth and catastrophic collapse of the Enron Corporation, exposing the corporate fraud, hubris, and systemic failures behind one of the biggest business scandals in U.S. history.
  • 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. Barbarians at the Gate: The Fall of RJR Nabisco
    "Barbarians at the Gate: The Fall of RJR Nabisco" is a bestselling non-fiction book that chronicles the dramatic leveraged buyout battle for RJR Nabisco in the late 1980s, illustrating the excesses and power struggles of Wall Street during that era.
  • C. 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.
  • D. The Insider
    The Insider was an American syndicated entertainment news television program that focused on celebrity news, gossip, and pop culture.
  • E. The Power Broker
    The Power Broker is Robert A. Caro’s landmark biography of urban planner Robert Moses, renowned for its exhaustive research and incisive examination of political power and city-building in 20th-century New York.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e40e44819084f323f8f9982b75 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a4660c881908d0cdc27c277ae6b completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b7f7b1c8190b38c5912920e2d9b completed May 8, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69fd7be778dc81908b0602bab944330a completed May 8, 2026, 6 a.m.
Created at: April 10, 2026, 1:21 a.m.