Triple
T5340456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FINRA |
E123931
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object | National Association of Securities Dealers |
E24711
|
NE FINISHED |
How this triple was built (2 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: National Association of Securities Dealers | Statement: [FINRA, predecessor, National Association of Securities Dealers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Association of Securities Dealers Context triple: [FINRA, predecessor, National Association of Securities Dealers]
-
A.
National Association of Securities Dealers
chosen
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.
Nasdaq Clearing
Nasdaq Clearing is a central counterparty clearing house operated by Nasdaq that manages and guarantees the clearing of trades in various financial instruments across Nordic and other European markets.
-
C.
National Securities Clearing Corporation Limited
National Securities Clearing Corporation Limited is the clearing and settlement arm of the Indian capital markets that manages counterparty risk and ensures smooth completion of trades executed on the National Stock Exchange of India.
-
D.
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.
-
E.
World Federation of Exchanges
The World Federation of Exchanges is a global industry association representing and promoting the interests, standards, and development of regulated exchanges and clearing houses worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd85c9cff48190900d234a7569cd5d |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18c8db388190a31f55854e7370fc |
completed | March 21, 2026, 10:16 p.m. |
Created at: March 20, 2026, 2 p.m.