Triple

T21802042
Position Surface form Disambiguated ID Type / Status
Subject IOSCO Principles of Securities Regulation E538260 entity
Predicate hasComponent P35 FINISHED
Object Principle 7
Principle 7 is a core IOSCO standard that sets expectations for securities regulators to have clear, consistent, and transparent processes for exercising their powers and discharging their regulatory responsibilities.
 E1505229 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: Principle 7 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Principle 7
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 7]
  • A. Principle 8
    Principle 8 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should manage and mitigate conflicts of interest in the securities markets.
  • B. Principle 5
    Principle 5 is one of the IOSCO core principles of securities regulation that focuses on ensuring the independence, accountability, and adequate powers and resources of the securities regulator.
  • C. Principle 9
    Principle 9 is a core standard within the IOSCO Principles of Securities Regulation that addresses requirements for fair, efficient, and transparent markets, particularly focusing on the proper handling and protection of client assets.
  • D. Principle 4
    Principle 4 is one of the IOSCO core principles of securities regulation that focuses on ensuring the regulator has adequate powers, resources, and capacity to effectively oversee securities markets and enforce compliance.
  • E. Principle 77
    Principle 77 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and conduct of securities markets and their participants.
  • 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: Principle 7
Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 7]
Generated description
Principle 7 is a core IOSCO standard that sets expectations for securities regulators to have clear, consistent, and transparent processes for exercising their powers and discharging their regulatory responsibilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Principle 7
Target entity description: Principle 7 is a core IOSCO standard that sets expectations for securities regulators to have clear, consistent, and transparent processes for exercising their powers and discharging their regulatory responsibilities.
  • A. Principle 8
    Principle 8 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should manage and mitigate conflicts of interest in the securities markets.
  • B. Principle 5
    Principle 5 is one of the IOSCO core principles of securities regulation that focuses on ensuring the independence, accountability, and adequate powers and resources of the securities regulator.
  • C. Principle 9
    Principle 9 is a core standard within the IOSCO Principles of Securities Regulation that addresses requirements for fair, efficient, and transparent markets, particularly focusing on the proper handling and protection of client assets.
  • D. Principle 4
    Principle 4 is one of the IOSCO core principles of securities regulation that focuses on ensuring the regulator has adequate powers, resources, and capacity to effectively oversee securities markets and enforce compliance.
  • E. Principle 77
    Principle 77 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and conduct of securities markets and their participants.
  • 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_69e0c4733f4081909a86622e7e6d15d2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0780062688190a6c3a2a0364f0f77 completed April 28, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bbe705c8190bea217252ffc9932 completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4d6907d881909a93309f31dd4858 completed May 17, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4e1bc7c08190b7102b978313cf90 completed May 17, 2026, 11:24 p.m.
Created at: April 16, 2026, 6:53 p.m.