Triple

T18906093
Position Surface form Disambiguated ID Type / Status
Subject Forstmann Little & Co. E462465 entity
Predicate associatedWith P37 FINISHED
Object Wall Street buyout wave of the 1980s NE NERFINISHED

How this triple was built (3 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: Wall Street buyout wave of the 1980s | Statement: [Forstmann Little & Co., associatedWith, Wall Street buyout wave of the 1980s]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wall Street buyout wave of the 1980s
Context triple: [Forstmann Little & Co., associatedWith, Wall Street buyout wave of the 1980s]
  • A. Long-Term Capital Management
    Long-Term Capital Management was a highly leveraged hedge fund founded in the 1990s that became infamous for its near-collapse in 1998, which threatened global financial stability and led to a major Federal Reserve–brokered bailout.
  • B. savings and loan crisis of the 1980s
    The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
  • C. 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.
  • D. Reaganomics
    Reaganomics is the conservative, supply-side economic program of U.S. President Ronald Reagan, emphasizing tax cuts, deregulation, reduced social spending, and tight monetary policy to curb inflation and stimulate growth.
  • E. Big Deal: The Battle for Control of America’s Leading Corporations
    Big Deal: The Battle for Control of America’s Leading Corporations is a landmark book by investment banker Bruce Wasserstein that chronicles the rise of modern mergers and acquisitions and their impact on corporate America.
  • 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: Wall Street buyout wave of the 1980s
Target entity description: The Wall Street buyout wave of the 1980s was a period marked by a surge in leveraged buyouts and corporate takeovers driven by private equity firms and junk bond financing, reshaping American corporate ownership and finance.
  • A. Long-Term Capital Management
    Long-Term Capital Management was a highly leveraged hedge fund founded in the 1990s that became infamous for its near-collapse in 1998, which threatened global financial stability and led to a major Federal Reserve–brokered bailout.
  • B. savings and loan crisis of the 1980s
    The savings and loan crisis of the 1980s was a major U.S. financial disaster in which hundreds of savings and loan institutions failed due to risky lending, deregulation, and fraud, leading to massive taxpayer-funded bailouts and significant reforms of the financial sector.
  • C. 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.
  • D. Reaganomics
    Reaganomics is the conservative, supply-side economic program of U.S. President Ronald Reagan, emphasizing tax cuts, deregulation, reduced social spending, and tight monetary policy to curb inflation and stimulate growth.
  • E. Big Deal: The Battle for Control of America’s Leading Corporations
    Big Deal: The Battle for Control of America’s Leading Corporations is a landmark book by investment banker Bruce Wasserstein that chronicles the rise of modern mergers and acquisitions and their impact on corporate America.
  • F. None of above.

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.