Triple

T5340140

Position	Surface form	Disambiguated ID	Type / Status
Subject	SOX	`E123924`	entity
Predicate	title	`P38`	FINISHED
Object	An Act To protect investors by improving the accuracy and reliability of corporate disclosures made pursuant to the securities laws, and for other purposes	`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: An Act To protect investors by improving the accuracy and reliability of corporate disclosures made pursuant to the securities laws, and for other purposes | Statement: [SOX, title, An Act To protect investors by improving the accuracy and reliability of corporate disclosures made pursuant to the securities laws, and for other purposes]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: An Act To protect investors by improving the accuracy and reliability of corporate disclosures made pursuant to the securities laws, and for other purposes
Context triple: [SOX, title, An Act To protect investors by improving the accuracy and reliability of corporate disclosures made pursuant to the securities laws, and for other purposes]

A. U.S. Securities Exchange Act of 1934
The U.S. Securities Exchange Act of 1934 is a landmark federal law that created the Securities and Exchange Commission (SEC) and established comprehensive regulation of secondary trading of securities in the United States to restore investor confidence and prevent market abuses.
B. 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.
C. Securities Act Amendments of 1964
The Securities Act Amendments of 1964 were U.S. federal legislative changes that expanded and strengthened federal securities regulation, particularly by extending disclosure and reporting requirements for publicly traded companies.
D. 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.
E. United States federal securities laws
United States federal securities laws are a set of statutes and regulations that govern the issuance, trading, and disclosure of securities in U.S. financial markets to protect investors and maintain fair, orderly, and efficient markets.
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_69bf18c8db388190a31f55854e7370fc`	completed	March 21, 2026, 10:16 p.m.

Created at: March 20, 2026, 2 p.m.