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.