Triple

T21802096
Position Surface form Disambiguated ID Type / Status
Subject IOSCO Principles of Securities Regulation E538260 entity
Predicate hasComponent P35 FINISHED
Object Principle 61
Principle 61 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
 E1503617 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 61 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 61]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Principle 61
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 61]
  • A. Principle 60
    Principle 60 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective regulation and oversight of credit rating agencies.
  • B. Principle 71
    Principle 71 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.
  • C. Principle 76
    Principle 76 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of securities markets to promote fairness, efficiency, and investor protection.
  • D. Principle XI
    Principle XI is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can be said to have freely associated with an independent state as a valid form of self-government.
  • E. Principle 90
    Principle 90 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 61
Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 61]
Generated description
Principle 61 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Principle 61
Target entity description: Principle 61 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
  • A. Principle 60
    Principle 60 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective regulation and oversight of credit rating agencies.
  • B. Principle 71
    Principle 71 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.
  • C. Principle 76
    Principle 76 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of securities markets to promote fairness, efficiency, and investor protection.
  • D. Principle XI
    Principle XI is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can be said to have freely associated with an independent state as a valid form of self-government.
  • E. Principle 90
    Principle 90 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_6a0a45d8a5688190a469c1a1c8a8d6ec completed May 17, 2026, 10:48 p.m.
NEDg Description generation batch_6a0a46d528c08190b17fb11c73e22270 completed May 17, 2026, 10:53 p.m.
NED2 Entity disambiguation (via description) batch_6a0a472d34d08190a25ba431e24e8316 completed May 17, 2026, 10:54 p.m.
Created at: April 16, 2026, 6:53 p.m.