Triple

T2579376
Position Surface form Disambiguated ID Type / Status
Subject United States federal securities markets E57051 entity
Predicate selfRegulatoryOrganization P31349 FINISHED
Object Municipal Securities Rulemaking Board
The Municipal Securities Rulemaking Board is a U.S. self-regulatory organization that writes investor-protection and market-transparency rules for the municipal bond and related securities markets.
E279763 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: Municipal Securities Rulemaking Board | Statement: [United States federal securities markets, selfRegulatoryOrganization, Municipal Securities Rulemaking Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Municipal Securities Rulemaking Board
Context triple: [United States federal securities markets, selfRegulatoryOrganization, Municipal Securities Rulemaking Board]
  • 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. 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.
  • C. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • D. 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.
  • E. 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.
  • 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: Municipal Securities Rulemaking Board
Triple: [United States federal securities markets, selfRegulatoryOrganization, Municipal Securities Rulemaking Board]
Generated description
The Municipal Securities Rulemaking Board is a U.S. self-regulatory organization that writes investor-protection and market-transparency rules for the municipal bond and related securities markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Municipal Securities Rulemaking Board
Target entity description: The Municipal Securities Rulemaking Board is a U.S. self-regulatory organization that writes investor-protection and market-transparency rules for the municipal bond and related securities markets.
  • 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. 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.
  • C. FINRA
    FINRA is a U.S. self-regulatory organization that oversees brokerage firms and exchange markets to protect investors and maintain market integrity.
  • D. 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.
  • E. 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.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd83299708190993b79daaffcc9a1 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6579bab88190891c23721eaccfc8 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67843ef481909dfa3d6cb29cef51 completed March 10, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69af67fc75c48190aa04defed7ad2aaf completed March 10, 2026, 12:38 a.m.
Created at: March 6, 2026, 9:49 p.m.