Triple

T48320
Position Surface form Disambiguated ID Type / Status
Subject Securities and Exchange Commission E948 entity
Predicate cooperatesWith P435 FINISHED
Object Financial Industry Regulatory Authority
The Financial Industry Regulatory Authority (FINRA) is a U.S. self-regulatory organization that oversees brokerage firms and their registered representatives to protect investors and maintain fair, orderly securities markets.
E3898 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: Financial Industry Regulatory Authority | Statement: [Securities and Exchange Commission, cooperatesWith, Financial Industry Regulatory Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Financial Industry Regulatory Authority
Context triple: [Securities and Exchange Commission, cooperatesWith, Financial Industry Regulatory Authority]
  • A. 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.
  • B. Financial Crimes Enforcement Network
    The Financial Crimes Enforcement Network (FinCEN) is a U.S. government bureau that collects and analyzes financial transaction data to combat money laundering, terrorist financing, and other financial crimes.
  • C. Board of Governors
    The Board of Governors is the senior governing body of the University of Manchester, responsible for overseeing its strategic direction, finances, and overall governance.
  • D. Office of Terrorism and Financial Intelligence
    The Office of Terrorism and Financial Intelligence is a U.S. Treasury division responsible for using financial tools, including sanctions and intelligence, to combat terrorism, money laundering, and other national security threats.
  • E. Federal Reserve Board of Governors
    The Federal Reserve Board of Governors is the central governing body of the U.S. Federal Reserve System, responsible for setting national monetary policy and overseeing the country’s banking system.
  • 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: Financial Industry Regulatory Authority
Triple: [Securities and Exchange Commission, cooperatesWith, Financial Industry Regulatory Authority]
Generated description
The Financial Industry Regulatory Authority (FINRA) is a U.S. self-regulatory organization that oversees brokerage firms and their registered representatives to protect investors and maintain fair, orderly securities markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Financial Industry Regulatory Authority
Target entity description: The Financial Industry Regulatory Authority (FINRA) is a U.S. self-regulatory organization that oversees brokerage firms and their registered representatives to protect investors and maintain fair, orderly securities markets.
  • A. 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.
  • B. Financial Crimes Enforcement Network
    The Financial Crimes Enforcement Network (FinCEN) is a U.S. government bureau that collects and analyzes financial transaction data to combat money laundering, terrorist financing, and other financial crimes.
  • C. Vice Chair for Supervision
    The Vice Chair for Supervision is a senior Federal Reserve official responsible for overseeing and shaping U.S. banking regulation and financial stability policy.
  • D. Egmont Group of Financial Intelligence Units
    The Egmont Group of Financial Intelligence Units is an international network that facilitates cooperation and information sharing among national financial intelligence units to combat money laundering, terrorist financing, and related financial crimes.
  • E. Board of Governors
    The Board of Governors is the senior governing body of the University of Manchester, responsible for overseeing its strategic direction, finances, and overall governance.
  • 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24af3e4a88190abe2f0c5a0e83ff3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e659ac48190a11b70a85867d784 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24eff3f0881909b46502175682d99 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a2542d9b388190bcc4581c3b79aa51 completed Feb. 28, 2026, 2:34 a.m.
Created at: Feb. 28, 2026, 1:47 a.m.