Triple
T21802061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IOSCO Principles of Securities Regulation |
E538260
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Principle 26
Principle 26 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of secondary markets to ensure fairness, efficiency, and transparency.
|
E1507358
|
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 26 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 26]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principle 26 Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 26]
-
A.
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.
-
B.
Principle 23
Principle 23 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate market intermediaries to ensure fair, efficient, and sound markets.
-
C.
Principle 25
Principle 25 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of the securities market’s trading and operational infrastructure.
-
D.
Principle 62
Principle 62 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
-
E.
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.
- 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 26 Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 26]
Generated description
Principle 26 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of secondary markets to ensure fairness, efficiency, and transparency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principle 26 Target entity description: Principle 26 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the effective oversight and regulation of secondary markets to ensure fairness, efficiency, and transparency.
-
A.
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.
-
B.
Principle 23
Principle 23 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for how securities regulators should oversee and regulate market intermediaries to ensure fair, efficient, and sound markets.
-
C.
Principle 25
Principle 25 is a core standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of the securities market’s trading and operational infrastructure.
-
D.
Principle 62
Principle 62 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to promote transparency, integrity, and investor protection in securities markets.
-
E.
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.
- 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_6a0a59f5569c8190945079681f2a41f6 |
completed | May 18, 2026, 12:14 a.m. |
| NEDg | Description generation | batch_6a0a5b4d74148190bdf1144c172aad52 |
completed | May 18, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5bb233b881908c483b32ee93d1ea |
completed | May 18, 2026, 12:22 a.m. |
Created at: April 16, 2026, 6:53 p.m.