Triple

T21802094

Position	Surface form	Disambiguated ID	Type / Status
Subject	IOSCO Principles of Securities Regulation	`E538260`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Principle 59 Principle 59 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.	`E1507361`	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 59 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 59]

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

Target entity: Principle 59
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 59]

A. Principle 55
Principle 55 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
B. Principle 51
Principle 51 is a standard within the IOSCO Principles of Securities Regulation that addresses requirements for effective oversight and regulation of credit rating agencies in securities markets.
C. Principle 58
Principle 58 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.
D. Principle 50
Principle 50 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and manage risks in the securities markets.
E. Principle 95
Principle 95 is one of the IOSCO Principles of Securities Regulation that sets standards for the oversight and regulation of securities markets to promote investor protection, market integrity, and systemic stability.
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 59
Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 59]

Generated description

Principle 59 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.

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

Target entity: Principle 59
Target entity description: Principle 59 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.

A. Principle 55
Principle 55 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
B. Principle 51
Principle 51 is a standard within the IOSCO Principles of Securities Regulation that addresses requirements for effective oversight and regulation of credit rating agencies in securities markets.
C. Principle 58
Principle 58 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.
D. Principle 50
Principle 50 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and manage risks in the securities markets.
E. Principle 95
Principle 95 is one of the IOSCO Principles of Securities Regulation that sets standards for the oversight and regulation of securities markets to promote investor protection, market integrity, and systemic stability.
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_6a0a59f5569c8190945079681f2a41f6`	completed	May 18, 2026, 12:14 a.m.
NEDg	Description generation	`batch_6a0a5b4d74148190bdf1144c172aad52`	completed	May 18, 2026, 12:20 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0a5bb233b881908c483b32ee93d1ea`	completed	May 18, 2026, 12:22 a.m.

Created at: April 16, 2026, 6:53 p.m.