Triple
T21802063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object | Principle 28 |
—
|
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 28 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 28]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 28 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 28]
-
A.
Principle 26
Principle 26 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of secondary markets to ensure fairness, efficiency, and transparency.
-
B.
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.
-
C.
Principle 27
Principle 27 is a core standard within the IOSCO Principles of Securities Regulation that focuses on ensuring fair, efficient, and transparent regulation of collective investment schemes.
-
D.
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.
-
E.
Principle 25
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.
- 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 28 Target entity description: Principle 28 is an IOSCO securities regulation standard that focuses on ensuring effective regulation and oversight of credit rating agencies to promote transparency, integrity, and investor protection in capital markets.
-
A.
Principle 26
Principle 26 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of secondary markets to ensure fairness, efficiency, and transparency.
-
B.
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.
-
C.
Principle 27
Principle 27 is a core standard within the IOSCO Principles of Securities Regulation that focuses on ensuring fair, efficient, and transparent regulation of collective investment schemes.
-
D.
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.
-
E.
Principle 25
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.
- 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.