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.