Triple

T2833349
Position Surface form Disambiguated ID Type / Status
Subject Securities Act Amendments of 1964 E62291 entity
Predicate partOf P40 FINISHED
Object 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.
E304391 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: United States federal securities laws | Statement: [Securities Act Amendments of 1964, partOf, United States federal securities laws]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States federal securities laws
Context triple: [Securities Act Amendments of 1964, partOf, United States federal securities laws]
  • A. United States federal securities markets
    United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
  • B. United States federal law
    United States federal law is the body of statutes, regulations, and constitutional provisions enacted or authorized by the federal government that governs the entire country and prevails over conflicting state laws.
  • 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. 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.
  • E. Regulation U
    Regulation U is a U.S. Federal Reserve regulation that governs the amount of credit banks and other lenders may extend for the purpose of buying or carrying margin stock, helping to control the use of leverage in securities 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: United States federal securities laws
Triple: [Securities Act Amendments of 1964, partOf, United States federal securities laws]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States federal securities laws
Target entity description: 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.
  • A. United States federal securities markets
    United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
  • B. United States federal law
    United States federal law is the body of statutes, regulations, and constitutional provisions enacted or authorized by the federal government that governs the entire country and prevails over conflicting state laws.
  • 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. 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.
  • E. Regulation U
    Regulation U is a U.S. Federal Reserve regulation that governs the amount of credit banks and other lenders may extend for the purpose of buying or carrying margin stock, helping to control the use of leverage in securities 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdec036dc8190bc2d974f6d82eda9 completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8bf82808190a556e22d518f46f7 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afea1732b481909a8df01d80ca1bd4 completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b00eff94b481909a4cc08c8494870c completed March 10, 2026, 12:30 p.m.
Created at: March 6, 2026, 10:01 p.m.