Triple
T21802052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Principle 17
Principle 17 is a core standard within the IOSCO Principles of Securities Regulation that focuses on ensuring effective oversight and regulation of intermediaries in securities markets to promote investor protection and market integrity.
|
E1508559
|
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 17 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 17]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 17 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 17]
-
A.
Principle 16
Principle 16 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of collective investment schemes to protect investors and ensure fair, efficient markets.
-
B.
Principle 16
Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
-
C.
Principle 14
Principle 14 is a core standard within the IOSCO Principles of Securities Regulation that sets requirements for the effective regulation and oversight of collective investment schemes to protect investors and ensure fair, efficient markets.
-
D.
Principle 19
Principle 19 is an IOSCO securities regulation standard that focuses on ensuring robust, transparent, and fair processes for the regulation and oversight of market intermediaries.
-
E.
Principle 13
Principle 13 is a core standard within the IOSCO Principles of Securities Regulation that sets requirements for the regulation and oversight of collective investment schemes to protect investors and ensure 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 17 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 17]
Generated description
Principle 17 is a core standard within the IOSCO Principles of Securities Regulation that focuses on ensuring effective oversight and regulation of intermediaries in securities markets to promote investor protection and market integrity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principle 17 Target entity description: Principle 17 is a core standard within the IOSCO Principles of Securities Regulation that focuses on ensuring effective oversight and regulation of intermediaries in securities markets to promote investor protection and market integrity.
-
A.
Principle 16
Principle 16 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of collective investment schemes to protect investors and ensure fair, efficient markets.
-
B.
Principle 16
Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
-
C.
Principle 14
Principle 14 is a core standard within the IOSCO Principles of Securities Regulation that sets requirements for the effective regulation and oversight of collective investment schemes to protect investors and ensure fair, efficient markets.
-
D.
Principle 19
Principle 19 is an IOSCO securities regulation standard that focuses on ensuring robust, transparent, and fair processes for the regulation and oversight of market intermediaries.
-
E.
Principle 13
Principle 13 is a core standard within the IOSCO Principles of Securities Regulation that sets requirements for the regulation and oversight of collective investment schemes to protect investors and ensure 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_6a0a60cfbb388190b3403128edb12b4a |
completed | May 18, 2026, 12:44 a.m. |
| NEDg | Description generation | batch_6a0a6131a5b08190879d0a3b24a18aef |
completed | May 18, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a61a609988190979940fe25c58c44 |
completed | May 18, 2026, 12:47 a.m. |
Created at: April 16, 2026, 6:53 p.m.