Triple

T13805322
Position Surface form Disambiguated ID Type / Status
Subject BMO Nesbitt Burns E331744 entity
Predicate affiliation P10 FINISHED
Object Investment Industry Regulatory Organization of Canada
The Investment Industry Regulatory Organization of Canada (IIROC) is the national self-regulatory organization that oversees investment dealers and trading activity on Canadian debt and equity marketplaces to protect investors and maintain fair, efficient markets.
E1061892 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: Investment Industry Regulatory Organization of Canada | Statement: [BMO Nesbitt Burns, affiliation, Investment Industry Regulatory Organization of Canada]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Investment Industry Regulatory Organization of Canada
Context triple: [BMO Nesbitt Burns, affiliation, Investment Industry Regulatory Organization of Canada]
  • A. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • B. Canadian Securities Administrators
    The Canadian Securities Administrators is an umbrella organization of Canada’s provincial and territorial securities regulators that coordinates and harmonizes regulation of the country’s capital markets.
  • C. Ontario Securities Commission
    The Ontario Securities Commission is the provincial regulatory agency responsible for overseeing and enforcing securities laws and protecting investors in Ontario, Canada.
  • D. Investment Company Institute
    The Investment Company Institute is a leading U.S.-based trade association representing regulated investment funds, including mutual funds, exchange-traded funds, and closed-end funds, and advocating on their behalf in policy and regulatory matters.
  • E. Manitoba Securities Commission
    The Manitoba Securities Commission is a provincial regulatory agency responsible for overseeing and enforcing securities and financial markets laws in Manitoba, Canada.
  • 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: Investment Industry Regulatory Organization of Canada
Triple: [BMO Nesbitt Burns, affiliation, Investment Industry Regulatory Organization of Canada]
Generated description
The Investment Industry Regulatory Organization of Canada (IIROC) is the national self-regulatory organization that oversees investment dealers and trading activity on Canadian debt and equity marketplaces to protect investors and maintain fair, efficient markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Investment Industry Regulatory Organization of Canada
Target entity description: The Investment Industry Regulatory Organization of Canada (IIROC) is the national self-regulatory organization that oversees investment dealers and trading activity on Canadian debt and equity marketplaces to protect investors and maintain fair, efficient markets.
  • A. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • B. Canadian Securities Administrators
    The Canadian Securities Administrators is an umbrella organization of Canada’s provincial and territorial securities regulators that coordinates and harmonizes regulation of the country’s capital markets.
  • C. Ontario Securities Commission
    The Ontario Securities Commission is the provincial regulatory agency responsible for overseeing and enforcing securities laws and protecting investors in Ontario, Canada.
  • D. Investment Company Institute
    The Investment Company Institute is a leading U.S.-based trade association representing regulated investment funds, including mutual funds, exchange-traded funds, and closed-end funds, and advocating on their behalf in policy and regulatory matters.
  • E. Manitoba Securities Commission
    The Manitoba Securities Commission is a provincial regulatory agency responsible for overseeing and enforcing securities and financial markets laws in Manitoba, Canada.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de026d98108190acf366a36d97bf92 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08db39c8190a76637b36b77d643 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b18bbe688190855a26b8f2b4bcc0 completed May 3, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69f7b260fc6c8190a573cc525388878e completed May 3, 2026, 8:38 p.m.
Created at: April 9, 2026, 10:12 p.m.