Triple

T1140874
Position Surface form Disambiguated ID Type / Status
Subject Series 65 exam E23446 entity
Predicate sponsoredBy P67 FINISHED
Object North American Securities Administrators Association
The North American Securities Administrators Association (NASAA) is a voluntary organization of state, provincial, and territorial securities regulators in the United States, Canada, and Mexico that works to protect investors and oversee the securities industry at the local level.
E130443 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: North American Securities Administrators Association | Statement: [Series 65 exam, sponsoredBy, North American Securities Administrators Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North American Securities Administrators Association
Context triple: [Series 65 exam, sponsoredBy, North American Securities Administrators Association]
  • A. National Association of Securities Dealers
    The National Association of Securities Dealers (NASD) was a self-regulatory organization that oversaw U.S. broker-dealers and securities markets before its regulatory functions were consolidated into the Financial Industry Regulatory Authority (FINRA).
  • B. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • C. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • D. Investment Adviser Registration Depository
    The Investment Adviser Registration Depository (IARD) is an electronic filing system operated by FINRA that facilitates the registration, filing, and public disclosure of information about investment advisers in the United States.
  • E. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • 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: North American Securities Administrators Association
Triple: [Series 65 exam, sponsoredBy, North American Securities Administrators Association]
Generated description
The North American Securities Administrators Association (NASAA) is a voluntary organization of state, provincial, and territorial securities regulators in the United States, Canada, and Mexico that works to protect investors and oversee the securities industry at the local level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North American Securities Administrators Association
Target entity description: The North American Securities Administrators Association (NASAA) is a voluntary organization of state, provincial, and territorial securities regulators in the United States, Canada, and Mexico that works to protect investors and oversee the securities industry at the local level.
  • A. National Association of Securities Dealers
    The National Association of Securities Dealers (NASD) was a self-regulatory organization that oversaw U.S. broker-dealers and securities markets before its regulatory functions were consolidated into the Financial Industry Regulatory Authority (FINRA).
  • B. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • C. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • D. Investment Adviser Registration Depository
    The Investment Adviser Registration Depository (IARD) is an electronic filing system operated by FINRA that facilitates the registration, filing, and public disclosure of information about investment advisers in the United States.
  • E. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc290ae08190afbf7e7ea2100d9e completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59b2395c81909d4608bdaf1d57e8 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b52c43c8190b8972826a9a1ea5f completed March 7, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69ac5be4d9548190a0f1d57538f688c1 completed March 7, 2026, 5:09 p.m.
Created at: March 1, 2026, 7:44 p.m.