Triple

T23353427
Position Surface form Disambiguated ID Type / Status
Subject Enron executive team E592978 entity
Predicate ledTo P693 FINISHED
Object Sarbanes–Oxley Act of 2002 — 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: Sarbanes–Oxley Act of 2002 | Statement: [Enron executive team, ledTo, Sarbanes–Oxley Act of 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sarbanes–Oxley Act of 2002
Context triple: [Enron executive team, ledTo, Sarbanes–Oxley Act of 2002]
  • A. Sarbanes–Oxley Act of 2002 chosen
    The Sarbanes–Oxley Act of 2002 is a U.S. federal law that established sweeping reforms to improve corporate governance, financial reporting, and auditor independence in response to major accounting scandals.
  • B. Chief Financial Officers Act of 1990
    The Chief Financial Officers Act of 1990 is a U.S. federal law that established chief financial officer positions in major federal agencies to improve government financial management, accountability, and reporting.
  • C. Dodd–Frank Wall Street Reform and Consumer Protection Act
    The Dodd–Frank Wall Street Reform and Consumer Protection Act is a major U.S. financial reform law enacted after the 2008 crisis to increase oversight of Wall Street, reduce systemic risk, and strengthen consumer financial protections.
  • D. Private Securities Litigation Reform Act of 1995
    The Private Securities Litigation Reform Act of 1995 is a U.S. federal law that tightened standards for securities fraud lawsuits, aiming to curb frivolous shareholder litigation while enhancing protections for investors through improved disclosure and accountability requirements.
  • E. Gramm-Leach-Bliley Act of 1999
    The Gramm-Leach-Bliley Act of 1999 is a U.S. federal law that overhauled financial regulation by repealing key parts of Glass-Steagall, allowing the consolidation of commercial banking, investment banking, and insurance services while imposing new consumer privacy and data protection requirements.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a15d0a48190862179254c09c6d1 completed April 29, 2026, 5:41 a.m.
Created at: April 17, 2026, 5:20 p.m.