Triple
T12737187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States federal securities laws |
E304391
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Securities Litigation Uniform Standards Act of 1998
The Securities Litigation Uniform Standards Act of 1998 is a U.S. federal law that limits certain securities fraud class actions to federal courts to create more uniform national standards and curb abusive litigation.
|
E999341
|
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: Securities Litigation Uniform Standards Act of 1998 | Statement: [United States federal securities laws, includes, Securities Litigation Uniform Standards Act of 1998]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Securities Litigation Uniform Standards Act of 1998 Context triple: [United States federal securities laws, includes, Securities Litigation Uniform Standards Act of 1998]
-
A.
Securities Investor Protection Act
The Securities Investor Protection Act is a U.S. federal law that created the Securities Investor Protection Corporation (SIPC) and establishes procedures to protect customers and recover assets when brokerage firms fail.
-
B.
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.
-
C.
Securities Acts Amendments of 1975
The Securities Acts Amendments of 1975 is a U.S. federal law that significantly restructured securities regulation, enhancing oversight of the securities markets and establishing a framework for regulating municipal securities.
-
D.
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.
-
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. 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: Securities Litigation Uniform Standards Act of 1998 Triple: [United States federal securities laws, includes, Securities Litigation Uniform Standards Act of 1998]
Generated description
The Securities Litigation Uniform Standards Act of 1998 is a U.S. federal law that limits certain securities fraud class actions to federal courts to create more uniform national standards and curb abusive litigation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Securities Litigation Uniform Standards Act of 1998 Target entity description: The Securities Litigation Uniform Standards Act of 1998 is a U.S. federal law that limits certain securities fraud class actions to federal courts to create more uniform national standards and curb abusive litigation.
-
A.
Securities Investor Protection Act
The Securities Investor Protection Act is a U.S. federal law that created the Securities Investor Protection Corporation (SIPC) and establishes procedures to protect customers and recover assets when brokerage firms fail.
-
B.
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.
-
C.
Securities Acts Amendments of 1975
The Securities Acts Amendments of 1975 is a U.S. federal law that significantly restructured securities regulation, enhancing oversight of the securities markets and establishing a framework for regulating municipal securities.
-
D.
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.
-
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. 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_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9646cfcac81909283dca987755c0e |
completed | April 10, 2026, 8:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c8e2dbc81909c1c85ca699a2679 |
completed | May 2, 2026, 10:37 p.m. |
| NEDg | Description generation | batch_69f67d888d7c8190b9aaeb877984a403 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67e12b8148190958b63ba114d6221 |
completed | May 2, 2026, 10:43 p.m. |
Created at: April 9, 2026, 5:26 p.m.