Triple

T5340635
Position Surface form Disambiguated ID Type / Status
Subject IARD E123934 entity
Predicate relatedSystem P37 FINISHED
Object FINRA CRD
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.
 E512104 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: FINRA CRD | Statement: [IARD, relatedSystem, FINRA CRD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FINRA CRD
Context triple: [IARD, relatedSystem, FINRA CRD]
  • A. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • B. 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.
  • C. EDGAR
    EDGAR is the U.S. Securities and Exchange Commission’s electronic filing system that provides public access to corporate financial and disclosure documents.
  • D. 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.
  • E. FINRA Code of Arbitration Procedure
    The FINRA Code of Arbitration Procedure is a set of rules established by the Financial Industry Regulatory Authority that governs how disputes between investors, brokers, and brokerage firms are resolved through arbitration.
  • 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: FINRA CRD
Triple: [IARD, relatedSystem, FINRA CRD]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FINRA CRD
Target entity description: 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.
  • A. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • B. 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.
  • C. EDGAR
    EDGAR is the U.S. Securities and Exchange Commission’s electronic filing system that provides public access to corporate financial and disclosure documents.
  • D. 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.
  • E. FINRA Code of Arbitration Procedure
    The FINRA Code of Arbitration Procedure is a set of rules established by the Financial Industry Regulatory Authority that governs how disputes between investors, brokers, and brokerage firms are resolved through arbitration.
  • 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_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.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.