Triple

T18905997
Position Surface form Disambiguated ID Type / Status
Subject F. Ross Johnson E462463 entity
Predicate describedIn P519 FINISHED
Object Barbarians at the Gate: The Fall of RJR Nabisco — NE NERFINISHED

How this triple was built (2 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: Barbarians at the Gate: The Fall of RJR Nabisco | Statement: [F. Ross Johnson, describedIn, Barbarians at the Gate: The Fall of RJR Nabisco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbarians at the Gate: The Fall of RJR Nabisco
Context triple: [F. Ross Johnson, describedIn, Barbarians at the Gate: The Fall of RJR Nabisco]
  • A. Barbarians at the Gate: The Fall of RJR Nabisco chosen
    "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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c52cc9cc8190ac489d36e51693c8 completed April 20, 2026, 6:18 a.m.
Created at: April 10, 2026, 11:58 a.m.