Triple

T5678382
Position Surface form Disambiguated ID Type / Status
Subject International Organization of Securities Commissions E125140 entity
Predicate develops P73 FINISHED
Object IOSCO Principles of Securities Regulation
The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
E538260 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: IOSCO Principles of Securities Regulation | Statement: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IOSCO Principles of Securities Regulation
Context triple: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
  • A. Regulation SCI
    Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
  • B. Principles for Financial Market Infrastructures
    Principles for Financial Market Infrastructures is an international standard that sets out risk-management and operational guidelines for systemically important payment, clearing, and settlement systems to promote the safety and efficiency of global financial markets.
  • C. Bermuda Principles
    The Bermuda Principles are a set of guidelines established in the 1990s that mandated the rapid, public release of DNA sequence data, profoundly shaping open-data practices in genomics.
  • D. 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.
  • E. Markets in Financial Instruments Regulation
    Markets in Financial Instruments Regulation is a key European Union legislative framework that strengthens investor protection and transparency in financial markets by setting detailed rules for trading venues, investment firms, and market infrastructure.
  • 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: IOSCO Principles of Securities Regulation
Triple: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
Generated description
The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IOSCO Principles of Securities Regulation
Target entity description: The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
  • A. Regulation SCI
    Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
  • B. Principles for Financial Market Infrastructures
    Principles for Financial Market Infrastructures is an international standard that sets out risk-management and operational guidelines for systemically important payment, clearing, and settlement systems to promote the safety and efficiency of global financial markets.
  • C. Bermuda Principles
    The Bermuda Principles are a set of guidelines established in the 1990s that mandated the rapid, public release of DNA sequence data, profoundly shaping open-data practices in genomics.
  • D. 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.
  • E. Markets in Financial Instruments Regulation
    Markets in Financial Instruments Regulation is a key European Union legislative framework that strengthens investor protection and transparency in financial markets by setting detailed rules for trading venues, investment firms, and market infrastructure.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0239437108190ad6a5a14636b4597 completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dbbbe9081908d1915b898722c18 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:44 p.m.