Triple
T5678382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Organization of Securities Commissions |
E125140
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
IOSCO Principles of Securities Regulation
The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
|
E538260
|
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: IOSCO Principles of Securities Regulation | Statement: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IOSCO Principles of Securities Regulation Context triple: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
-
A.
Regulation SCI
Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
-
B.
Principles for Financial Market Infrastructures
Principles for Financial Market Infrastructures is an international standard that sets out risk-management and operational guidelines for systemically important payment, clearing, and settlement systems to promote the safety and efficiency of global financial markets.
-
C.
Bermuda Principles
The Bermuda Principles are a set of guidelines established in the 1990s that mandated the rapid, public release of DNA sequence data, profoundly shaping open-data practices in genomics.
-
D.
International Organization of Securities Commissions
The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
-
E.
Markets in Financial Instruments Regulation
Markets in Financial Instruments Regulation is a key European Union legislative framework that strengthens investor protection and transparency in financial markets by setting detailed rules for trading venues, investment firms, and market infrastructure.
- 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: IOSCO Principles of Securities Regulation Triple: [International Organization of Securities Commissions, develops, IOSCO Principles of Securities Regulation]
Generated description
The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IOSCO Principles of Securities Regulation Target entity description: The IOSCO Principles of Securities Regulation are a globally recognized set of core standards that guide the regulation, supervision, and oversight of securities markets to promote investor protection, market integrity, and financial stability.
-
A.
Regulation SCI
Regulation SCI is a U.S. Securities and Exchange Commission rule framework that imposes technology, operational resilience, and cybersecurity standards on key securities market participants and their critical systems.
-
B.
Principles for Financial Market Infrastructures
Principles for Financial Market Infrastructures is an international standard that sets out risk-management and operational guidelines for systemically important payment, clearing, and settlement systems to promote the safety and efficiency of global financial markets.
-
C.
Bermuda Principles
The Bermuda Principles are a set of guidelines established in the 1990s that mandated the rapid, public release of DNA sequence data, profoundly shaping open-data practices in genomics.
-
D.
International Organization of Securities Commissions
The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
-
E.
Markets in Financial Instruments Regulation
Markets in Financial Instruments Regulation is a key European Union legislative framework that strengthens investor protection and transparency in financial markets by setting detailed rules for trading venues, investment firms, and market infrastructure.
- 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_69c008295c808190acfe78915e7d656a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0239437108190ad6a5a14636b4597 |
completed | March 22, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04dbbbe9081908d1915b898722c18 |
completed | March 22, 2026, 8:14 p.m. |
| NEDg | Description generation | batch_69c04ee0ee6c81908f5959bdba54a7ec |
completed | March 22, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04fb8ddfc8190a95b86972e659403 |
completed | March 22, 2026, 8:23 p.m. |
Created at: March 22, 2026, 3:44 p.m.