Triple
T542418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 15 of the United States Code |
E12658
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Securities Exchange Act of 1934 provisions |
E3773
|
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: Securities Exchange Act of 1934 provisions | Statement: [Title 15 of the United States Code, contains, Securities Exchange Act of 1934 provisions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Securities Exchange Act of 1934 provisions Context triple: [Title 15 of the United States Code, contains, Securities Exchange Act of 1934 provisions]
-
A.
U.S. Securities Exchange Act of 1934
chosen
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.
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.
-
C.
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.
-
D.
National Securities Markets Improvement Act of 1996
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.
-
E.
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.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4986250508190ac91cfdf7d57073d |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5d690881908742b313f28a0012 |
completed | March 1, 2026, 11:31 p.m. |
Created at: March 1, 2026, 7:32 p.m.