Triple

T5340762
Position Surface form Disambiguated ID Type / Status
Subject Form BD E123937 entity
Predicate legalBasis P125 FINISHED
Object Section 15 of the Securities Exchange Act of 1934
Section 15 of the Securities Exchange Act of 1934 is the core U.S. federal provision that requires broker-dealers to register with the Securities and Exchange Commission and comply with associated regulatory obligations.
E512107 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: Section 15 of the Securities Exchange Act of 1934 | Statement: [Form BD, legalBasis, Section 15 of the Securities Exchange Act of 1934]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Section 15 of the Securities Exchange Act of 1934
Context triple: [Form BD, legalBasis, Section 15 of the Securities Exchange Act of 1934]
  • A. Section 10(b) of the Securities Exchange Act of 1934
    Section 10(b) of the Securities Exchange Act of 1934 is a key U.S. federal securities law provision that broadly prohibits manipulative and deceptive practices in connection with the purchase or sale of securities.
  • B. SEC rule under the Securities Exchange Act of 1934
    Regulation SCI is a U.S. Securities and Exchange Commission regulation that imposes technology, systems integrity, and cybersecurity requirements on key market participants to promote the stability and resilience of the securities markets.
  • 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. Section 4(a)(2) of the Securities Act of 1933
    Section 4(a)(2) of the Securities Act of 1933 is the statutory exemption that permits issuers to offer and sell securities in private placements without registering them with the SEC, provided the transactions do not involve a public offering.
  • E. Section 4(a)(6) of the Securities Act of 1933
    Section 4(a)(6) of the Securities Act of 1933 is the statutory exemption that permits certain small companies to raise limited amounts of capital from the general public through regulated crowdfunding without registering their securities offerings with the SEC.
  • 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: Section 15 of the Securities Exchange Act of 1934
Triple: [Form BD, legalBasis, Section 15 of the Securities Exchange Act of 1934]
Generated description
Section 15 of the Securities Exchange Act of 1934 is the core U.S. federal provision that requires broker-dealers to register with the Securities and Exchange Commission and comply with associated regulatory obligations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Section 15 of the Securities Exchange Act of 1934
Target entity description: Section 15 of the Securities Exchange Act of 1934 is the core U.S. federal provision that requires broker-dealers to register with the Securities and Exchange Commission and comply with associated regulatory obligations.
  • A. Section 10(b) of the Securities Exchange Act of 1934
    Section 10(b) of the Securities Exchange Act of 1934 is a key U.S. federal securities law provision that broadly prohibits manipulative and deceptive practices in connection with the purchase or sale of securities.
  • B. SEC rule under the Securities Exchange Act of 1934
    Regulation SCI is a U.S. Securities and Exchange Commission regulation that imposes technology, systems integrity, and cybersecurity requirements on key market participants to promote the stability and resilience of the securities markets.
  • 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. Section 4(a)(2) of the Securities Act of 1933
    Section 4(a)(2) of the Securities Act of 1933 is the statutory exemption that permits issuers to offer and sell securities in private placements without registering them with the SEC, provided the transactions do not involve a public offering.
  • E. Section 4(a)(6) of the Securities Act of 1933
    Section 4(a)(6) of the Securities Act of 1933 is the statutory exemption that permits certain small companies to raise limited amounts of capital from the general public through regulated crowdfunding without registering their securities offerings with the SEC.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cb250c81908a48e4e2bbebbdb9 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.