Triple
T21802083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Principle 48
Principle 48 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.
|
E1512471
|
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 48 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 48]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 48 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 48]
-
A.
Principle 46
Principle 46 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for robust, transparent, and well-governed credit rating agencies to support fair and efficient securities markets.
-
B.
Principle 45
Principle 45 is a 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.
-
C.
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.
-
D.
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.
-
E.
Principle 44
Principle 44 is a standard within the IOSCO Principles of Securities Regulation that sets out specific requirements for the 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.
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 48 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 48]
Generated description
Principle 48 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 48 Target entity description: Principle 48 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 46
Principle 46 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for robust, transparent, and well-governed credit rating agencies to support fair and efficient securities markets.
-
B.
Principle 45
Principle 45 is a 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.
-
C.
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.
-
D.
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.
-
E.
Principle 44
Principle 44 is a standard within the IOSCO Principles of Securities Regulation that sets out specific requirements for the oversight and regulation of securities markets to promote fairness, efficiency, and investor protection.
- 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_6a0a6d63e23481908dae2744381d57f9 |
completed | May 18, 2026, 1:37 a.m. |
| NEDg | Description generation | batch_6a0a6e556f3c8190927d1c0cba23463c |
completed | May 18, 2026, 1:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a6f3de2e88190824c9cc266c7ee8c |
completed | May 18, 2026, 1:45 a.m. |
Created at: April 16, 2026, 6:53 p.m.