Triple
T21802069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
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.
|
E1506406
|
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 34 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 34]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 34 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 34]
-
A.
Principle 30
Principle 30 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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Principle 54
Principle 54 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and regulation of securities markets and related activities.
- 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 34 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 34]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principle 34 Target entity description: 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.
-
A.
Principle 30
Principle 30 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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Principle 54
Principle 54 is a specific standard within the IOSCO Principles of Securities Regulation that sets detailed expectations for the oversight and regulation of securities markets and related activities.
- 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_6a0a529046108190b12420715ea915e8 |
completed | May 17, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a0a53a3455881908e1d8577a8ed6e82 |
completed | May 17, 2026, 11:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5467d2108190b8d5d12819726991 |
completed | May 17, 2026, 11:51 p.m. |
Created at: April 16, 2026, 6:53 p.m.