Triple
T21802074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Principle 39
Principle 39 is a core standard within the IOSCO Principles of Securities Regulation that addresses requirements for the integrity, reliability, and oversight of financial market infrastructures and related systems.
|
E1510004
|
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 39 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 39]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 39 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 39]
-
A.
Principle 38
Principle 38 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for effective enforcement powers, investigation, and sanctioning capabilities of securities regulators.
-
B.
Principle 43
Principle 43 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.
-
C.
Principle 33
Principle 33 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the regulation and oversight of collective investment schemes to ensure investor protection and market integrity.
-
D.
Principle 34
Principle 34 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of collective investment schemes to ensure investor protection and market integrity.
-
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 39 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 39]
Generated description
Principle 39 is a core standard within the IOSCO Principles of Securities Regulation that addresses requirements for the integrity, reliability, and oversight of financial market infrastructures and related systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principle 39 Target entity description: Principle 39 is a core standard within the IOSCO Principles of Securities Regulation that addresses requirements for the integrity, reliability, and oversight of financial market infrastructures and related systems.
-
A.
Principle 38
Principle 38 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for effective enforcement powers, investigation, and sanctioning capabilities of securities regulators.
-
B.
Principle 43
Principle 43 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.
-
C.
Principle 33
Principle 33 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the regulation and oversight of collective investment schemes to ensure investor protection and market integrity.
-
D.
Principle 34
Principle 34 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of collective investment schemes to ensure investor protection and market integrity.
-
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_6a0a66f47c008190b637d87ac819332d |
completed | May 18, 2026, 1:10 a.m. |
| NEDg | Description generation | batch_6a0a677f3d788190acba362aa3ff80ad |
completed | May 18, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a68244250819082094878c9001b5c |
completed | May 18, 2026, 1:15 a.m. |
Created at: April 16, 2026, 6:53 p.m.