Triple
T495214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | '33 Act |
E10276
|
entity |
| Predicate | amendedBy |
P1121
|
FINISHED |
| Object | National Securities Markets Improvement Act of 1996 |
E60563
|
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: National Securities Markets Improvement Act of 1996 | Statement: ['33 Act, amendedBy, National Securities Markets Improvement Act of 1996]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Securities Markets Improvement Act of 1996 Context triple: ['33 Act, amendedBy, National Securities Markets Improvement Act of 1996]
-
A.
National Securities Markets Improvement Act of 1996
chosen
The National Securities Markets Improvement Act of 1996 is a U.S. federal law that reallocated regulatory authority between federal and state securities regulators to streamline oversight of investment advisers and securities offerings.
-
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.
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.
-
D.
Investment Advisers Act of 1940
The Investment Advisers Act of 1940 is a U.S. federal law that regulates investment advisers by imposing registration, fiduciary, disclosure, and anti-fraud obligations to protect investors.
-
E.
Investment Company Act of 1940
The Investment Company Act of 1940 is a U.S. federal law that regulates the organization and activities of investment companies, such as mutual funds, to protect investors through disclosure, governance, and operational requirements.
- 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_69a2e847df8481909239ec08ccf1e376 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f0fdd5608190815fa36485df8962 |
completed | Feb. 28, 2026, 1:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a47d2da4488190be3146538a4f3d46 |
completed | March 1, 2026, 5:53 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.