Triple
T5340767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form BD |
E123937
|
entity |
| Predicate | dataRepository |
P1596
|
FINISHED |
| Object | FINRA CRD system |
E512104
|
NE FINISHED |
How this triple was built (3 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: FINRA CRD system | Statement: [Form BD, dataRepository, FINRA CRD system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FINRA CRD system Context triple: [Form BD, dataRepository, FINRA CRD system]
-
A.
FINRA CRD
chosen
FINRA CRD is a centralized online database maintained by the Financial Industry Regulatory Authority that stores registration and licensing information for broker-dealers and their associated individuals in the U.S.
-
B.
FINRA
FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
-
C.
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.
-
D.
FINRA Technology Department
The FINRA Technology Department is the internal technology organization of the Financial Industry Regulatory Authority responsible for developing, operating, and supporting its regulatory and compliance systems and infrastructure.
-
E.
FINRA Arbitration Forum
The FINRA Arbitration Forum is a dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation overseen by the Financial Industry Regulatory Authority.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: dataRepository Context triple: [Form BD, dataRepository, FINRA CRD system]
-
A.
dataStorage
chosen
Indicates a relationship where one entity serves as a repository that holds, retains, or maintains data for another entity or process.
-
B.
dataPortal
Indicates that an entity serves as or is associated with an online interface or gateway through which data can be accessed, managed, or distributed.
-
C.
dataManagement
Indicates the relationship in which an entity organizes, stores, maintains, and governs data throughout its lifecycle.
-
D.
dataInterface
Indicates that one entity serves as a data interface through which another entity can access, exchange, or manipulate data.
-
E.
dataAccessModel
Indicates the framework or scheme that governs how data can be accessed, including who can retrieve it, under what conditions, and through which mechanisms.
- F. None of above.
Provenance (4 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_69bd85e86edc81908d87933db6489f91 |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21c5f82481908e9061d68c1e7496 |
completed | March 21, 2026, 10:55 p.m. |
| PD | Predicate disambiguation | batch_69bd845a62b081909782863865b257a9 |
completed | March 20, 2026, 5:31 p.m. |
Created at: March 20, 2026, 2 p.m.