Triple

T5340293
Position Surface form Disambiguated ID Type / Status
Subject Arthur Andersen E123927 entity
Predicate relatedReform P24524 FINISHED
Object Sarbanes–Oxley Act of 2002 E3896 NE FINISHED

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: [Arthur Andersen, relatedReform, 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: [Arthur Andersen, relatedReform, 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. 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.
  • E. Sarbanes
    Sarbanes is the surname of Paul Sarbanes, the long-serving U.S. senator from Maryland best known for co-authoring the Sarbanes–Oxley corporate accountability law.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85c9cff48190900d234a7569cd5d completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c457698819080b4dff35f9c9f63 completed March 22, 2026, 4:12 a.m.
Created at: March 20, 2026, 2 p.m.