Triple

T193743
Position Surface form Disambiguated ID Type / Status
Subject U.S. Securities Exchange Act of 1934 E3773 entity
Predicate keyProvision P4303 FINISHED
Object Rule 10b-5
Rule 10b-5 is a core SEC anti-fraud regulation that prohibits deceptive practices in connection with the purchase or sale of securities.
E24308 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: Rule 10b-5 | Statement: [U.S. Securities Exchange Act of 1934, keyProvision, Rule 10b-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rule 10b-5
Context triple: [U.S. Securities Exchange Act of 1934, keyProvision, Rule 10b-5]
  • A. 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.
  • B. Regulation T
    Regulation T is a Federal Reserve Board rule that governs the extension of credit by securities brokers and dealers, including margin requirements for purchasing securities.
  • C. Regulation D
    Regulation D is a Federal Reserve Board rule that governs reserve requirements for depository institutions and defines certain types of bank accounts and transaction limits in the U.S. banking system.
  • D. Regulation D
    Regulation D is a set of SEC rules that provides exemptions from the registration requirements for certain private offerings of securities in the United States.
  • E. 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.
  • 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: Rule 10b-5
Triple: [U.S. Securities Exchange Act of 1934, keyProvision, Rule 10b-5]
Generated description
Rule 10b-5 is a core SEC anti-fraud regulation that prohibits deceptive practices in connection with the purchase or sale of securities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rule 10b-5
Target entity description: Rule 10b-5 is a core SEC anti-fraud regulation that prohibits deceptive practices in connection with the purchase or sale of securities.
  • A. 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.
  • B. Regulation T
    Regulation T is a Federal Reserve Board rule that governs the extension of credit by securities brokers and dealers, including margin requirements for purchasing securities.
  • C. Regulation D
    Regulation D is a Federal Reserve Board rule that governs reserve requirements for depository institutions and defines certain types of bank accounts and transaction limits in the U.S. banking system.
  • D. Regulation D
    Regulation D is a set of SEC rules that provides exemptions from the registration requirements for certain private offerings of securities in the United States.
  • E. 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.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2596810c48190ab687c0c2efaa9e2 completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30cc7d0b88190a6a7b8679af27cc5 completed Feb. 28, 2026, 3:42 p.m.
NEDg Description generation batch_69a30d4e2e2c8190adeca3f64769f43b completed Feb. 28, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69a30dbbb958819088794889968f1a0c completed Feb. 28, 2026, 3:46 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.