Triple

T21802060
Position Surface form Disambiguated ID Type / Status
Subject IOSCO Principles of Securities Regulation E538260 entity
Predicate hasComponent P35 FINISHED
Object Principle 25 NE NERFINISHED

How this triple was built (3 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 25 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 25]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principle 25
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 25]
  • A. Principle 23
    Principle 23 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate market intermediaries to ensure fair, efficient, and sound markets.
  • B. Principle 21
    Principle 21 is an IOSCO securities regulation standard that sets expectations for regulators’ oversight of market intermediaries, including their licensing, conduct, and ongoing supervision to protect investors and market integrity.
  • C. 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.
  • D. 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.
  • E. Principle 42
    Principle 42 is one of the IOSCO Principles of Securities Regulation that sets standards for the effective oversight and regulation of securities markets to promote fairness, efficiency, and investor protection.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principle 25
Target entity description: Principle 25 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of the securities market’s trading and operational infrastructure.
  • A. Principle 23
    Principle 23 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate market intermediaries to ensure fair, efficient, and sound markets.
  • B. Principle 21
    Principle 21 is an IOSCO securities regulation standard that sets expectations for regulators’ oversight of market intermediaries, including their licensing, conduct, and ongoing supervision to protect investors and market integrity.
  • C. 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.
  • D. 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.
  • E. Principle 42
    Principle 42 is one of the IOSCO Principles of Securities Regulation that sets standards for the effective oversight and regulation of securities markets to promote fairness, efficiency, and investor protection.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 16, 2026, 6:53 p.m.