Triple

T181984
Position Surface form Disambiguated ID Type / Status
Subject Sarbanes–Oxley Act of 2002 E3896 entity
Predicate establishes P986 FINISHED
Object Public Company Accounting Oversight Board
The Public Company Accounting Oversight Board is a nonprofit regulatory body in the United States that oversees the audits of public companies to protect investors and enhance the accuracy and reliability of corporate financial reporting.
E23654 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: Public Company Accounting Oversight Board | Statement: [Sarbanes–Oxley Act of 2002, establishes, Public Company Accounting Oversight Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Company Accounting Oversight Board
Context triple: [Sarbanes–Oxley Act of 2002, establishes, Public Company Accounting Oversight Board]
  • A. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • B. Sarbanes–Oxley Act of 2002
    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.
  • C. Office of Compliance Inspections and Examinations
    The Office of Compliance Inspections and Examinations is a division of the U.S. Securities and Exchange Commission responsible for conducting examinations of securities firms and other regulated entities to assess compliance with federal securities laws.
  • D. Government Audit and Oversight Committee
    The Government Audit and Oversight Committee is a standing committee of the San Francisco Board of Supervisors responsible for reviewing government performance, financial audits, and accountability measures within the city and county.
  • E. Financial Stability Oversight Council
    The Financial Stability Oversight Council is a U.S. government body that monitors and addresses systemic risks to the nation’s financial system, coordinating oversight among federal and state financial regulators.
  • 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: Public Company Accounting Oversight Board
Triple: [Sarbanes–Oxley Act of 2002, establishes, Public Company Accounting Oversight Board]
Generated description
The Public Company Accounting Oversight Board is a nonprofit regulatory body in the United States that oversees the audits of public companies to protect investors and enhance the accuracy and reliability of corporate financial reporting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Company Accounting Oversight Board
Target entity description: The Public Company Accounting Oversight Board is a nonprofit regulatory body in the United States that oversees the audits of public companies to protect investors and enhance the accuracy and reliability of corporate financial reporting.
  • A. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • B. Sarbanes–Oxley Act of 2002
    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.
  • C. Office of Compliance Inspections and Examinations
    The Office of Compliance Inspections and Examinations is a division of the U.S. Securities and Exchange Commission responsible for conducting examinations of securities firms and other regulated entities to assess compliance with federal securities laws.
  • D. Government Audit and Oversight Committee
    The Government Audit and Oversight Committee is a standing committee of the San Francisco Board of Supervisors responsible for reviewing government performance, financial audits, and accountability measures within the city and county.
  • E. Financial Stability Oversight Council
    The Financial Stability Oversight Council is a U.S. government body that monitors and addresses systemic risks to the nation’s financial system, coordinating oversight among federal and state financial regulators.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25923507c8190bd7f6eda404b0da0 completed Feb. 28, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30285b0488190aaa9634bc9168c4c completed Feb. 28, 2026, 2:58 p.m.
NEDg Description generation batch_69a303db62348190a1939b9203f0ea0a completed Feb. 28, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69a30453546881908b46ee22696f618f completed Feb. 28, 2026, 3:05 p.m.
Created at: Feb. 28, 2026, 2:40 a.m.