Triple
T48301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Securities and Exchange Commission |
E948
|
entity |
| Predicate | enforces |
P760
|
FINISHED |
| Object |
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.
|
E3896
|
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: Sarbanes–Oxley Act of 2002 | Statement: [Securities and Exchange Commission, enforces, 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: [Securities and Exchange Commission, enforces, Sarbanes–Oxley Act of 2002]
-
A.
U.S. Securities Act of 1933
The U.S. Securities Act of 1933 is a landmark federal law that established strict disclosure requirements for securities offerings to protect investors and restore confidence in financial markets after widespread abuses revealed by the stock market crash and ensuing economic crisis.
-
B.
Glass–Steagall Act
The Glass–Steagall Act was a landmark U.S. banking law of the 1930s that separated commercial and investment banking to curb financial speculation and prevent future banking crises.
-
C.
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.
-
D.
Stevenson-Wydler Technology Innovation Act of 1980
The Stevenson-Wydler Technology Innovation Act of 1980 is a U.S. federal law designed to promote the transfer of technology from federal laboratories to the private sector and encourage innovation and commercialization of federally funded research.
-
E.
Intelligence Reform and Terrorism Prevention Act of 2004
The Intelligence Reform and Terrorism Prevention Act of 2004 is a major U.S. federal law enacted after the 9/11 attacks to overhaul the intelligence community and strengthen national security coordination.
- 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: Sarbanes–Oxley Act of 2002 Triple: [Securities and Exchange Commission, enforces, Sarbanes–Oxley Act of 2002]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sarbanes–Oxley Act of 2002 Target entity description: 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.
-
A.
U.S. Securities Act of 1933
The U.S. Securities Act of 1933 is a landmark federal law that established strict disclosure requirements for securities offerings to protect investors and restore confidence in financial markets after widespread abuses revealed by the stock market crash and ensuing economic crisis.
-
B.
Glass–Steagall Act
The Glass–Steagall Act was a landmark U.S. banking law of the 1930s that separated commercial and investment banking to curb financial speculation and prevent future banking crises.
-
C.
USA PATRIOT Act
The USA PATRIOT Act is a U.S. federal law enacted after the September 11, 2001 attacks that expanded government surveillance, intelligence-gathering, and anti-money-laundering powers in the name of counterterrorism and national security.
-
D.
Riegle Community Development and Regulatory Improvement Act of 1994
The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
-
E.
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.
- 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_69a2480baefc81909951b14058479aa2 |
completed | Feb. 28, 2026, 1:42 a.m. |
| NER | Named-entity recognition | batch_69a24af3e4a88190abe2f0c5a0e83ff3 |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e659ac48190a11b70a85867d784 |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24eff3f0881909b46502175682d99 |
completed | Feb. 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2542d9b388190bcc4581c3b79aa51 |
completed | Feb. 28, 2026, 2:34 a.m. |
Created at: Feb. 28, 2026, 1:47 a.m.