Triple

T21802076

Position	Surface form	Disambiguated ID	Type / Status
Subject	IOSCO Principles of Securities Regulation	`E538260`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Principle 41 Principle 41 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of securities markets to promote fairness, transparency, and investor protection.	`E1503615`	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 41 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 41]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Principle 41
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 41]

A. Principle 40
Principle 40 is one of the IOSCO Principles of Securities Regulation that addresses standards for the regulation and oversight of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
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 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.
D. Principle 19
Principle 19 is an IOSCO securities regulation standard that focuses on ensuring robust, transparent, and fair processes for the regulation and oversight of market intermediaries.
E. Principle 54
Principle 54 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and regulation of securities markets and related activities.
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 41
Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 41]

Generated description

Principle 41 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of securities markets to promote fairness, transparency, and investor protection.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Principle 41
Target entity description: Principle 41 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of securities markets to promote fairness, transparency, and investor protection.

A. Principle 40
Principle 40 is one of the IOSCO Principles of Securities Regulation that addresses standards for the regulation and oversight of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
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 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.
D. Principle 19
Principle 19 is an IOSCO securities regulation standard that focuses on ensuring robust, transparent, and fair processes for the regulation and oversight of market intermediaries.
E. Principle 54
Principle 54 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and regulation of securities markets and related activities.
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.