Triple
T21802077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
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.
|
E1505233
|
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 42 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 42]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 42 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 42]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Principle 72
Principle 72 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.
-
E.
Principle 32
Principle 32 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective regulation and oversight of collective investment schemes to protect investors and promote fair, efficient markets.
- 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 42 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 42]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principle 42 Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Principle 72
Principle 72 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.
-
E.
Principle 32
Principle 32 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective regulation and oversight of collective investment schemes to protect investors and promote fair, efficient markets.
- 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_6a0a4bbe705c8190bea217252ffc9932 |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4d6907d881909a93309f31dd4858 |
completed | May 17, 2026, 11:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4e1bc7c08190b7102b978313cf90 |
completed | May 17, 2026, 11:24 p.m. |
Created at: April 16, 2026, 6:53 p.m.