Triple
T5364505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | European Securities and Markets Authority |
E103096
|
entity |
| Predicate | appliesRegulation |
P1129
|
FINISHED |
| Object |
Markets in Financial Instruments Directive II
Markets in Financial Instruments Directive II (MiFID II) is a comprehensive European Union regulatory framework that strengthens investor protection and transparency in financial markets by governing how investment services are provided and traded across the EU.
|
E513402
|
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: Markets in Financial Instruments Directive II | Statement: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Directive II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markets in Financial Instruments Directive II Context triple: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Directive II]
-
A.
Solvency II Directive
The Solvency II Directive is a European Union regulatory framework that sets risk-based capital, governance, and reporting requirements for insurance and reinsurance companies operating in the EU.
-
B.
Regulation (EU) No 1092/2010 on European Union macro-prudential oversight of the financial system
Regulation (EU) No 1092/2010 is the EU legislative act that established the European Systemic Risk Board and the framework for macro-prudential oversight to prevent and mitigate systemic risks to the Union’s financial system.
-
C.
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.
-
D.
Financial Services and Markets Act 2000 (as amended)
The Financial Services and Markets Act 2000 (as amended) is the primary UK statute governing the regulation, supervision, and conduct of financial services and markets, establishing the framework within which regulators such as the Financial Conduct Authority operate.
-
E.
Financial Services Act 2012
The Financial Services Act 2012 is a UK law that overhauled financial regulation after the 2008 crisis, creating new supervisory bodies and strengthening oversight of the financial system.
- 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: Markets in Financial Instruments Directive II Triple: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Directive II]
Generated description
Markets in Financial Instruments Directive II (MiFID II) is a comprehensive European Union regulatory framework that strengthens investor protection and transparency in financial markets by governing how investment services are provided and traded across the EU.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Markets in Financial Instruments Directive II Target entity description: Markets in Financial Instruments Directive II (MiFID II) is a comprehensive European Union regulatory framework that strengthens investor protection and transparency in financial markets by governing how investment services are provided and traded across the EU.
-
A.
Solvency II Directive
The Solvency II Directive is a European Union regulatory framework that sets risk-based capital, governance, and reporting requirements for insurance and reinsurance companies operating in the EU.
-
B.
Regulation (EU) No 1092/2010 on European Union macro-prudential oversight of the financial system
Regulation (EU) No 1092/2010 is the EU legislative act that established the European Systemic Risk Board and the framework for macro-prudential oversight to prevent and mitigate systemic risks to the Union’s financial system.
-
C.
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.
-
D.
Financial Services and Markets Act 2000 (as amended)
The Financial Services and Markets Act 2000 (as amended) is the primary UK statute governing the regulation, supervision, and conduct of financial services and markets, establishing the framework within which regulators such as the Financial Conduct Authority operate.
-
E.
Financial Services Act 2012
The Financial Services Act 2012 is a UK law that overhauled financial regulation after the 2008 crisis, creating new supervisory bodies and strengthening oversight of the financial system.
- 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_69bd43daa3e4819090b59d127db70e57 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd865d42508190a1a96121674c1020 |
completed | March 20, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21f5b4f48190b23b63c9dd9d90d9 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf227781bc819083b8aba59618cc46 |
completed | March 21, 2026, 10:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf231d41848190b67de46bdbb38ab3 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:02 p.m.