Triple

T20852691
Position Surface form Disambiguated ID Type / Status
Subject Markets in Financial Instruments Directive II E513402 entity
Predicate partOf P40 FINISHED
Object EU single rulebook for financial services
The EU single rulebook for financial services is a harmonized set of prudential and conduct regulations designed to ensure consistent supervision, stability, and consumer protection across the European Union’s financial markets.
E1453975 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: EU single rulebook for financial services | Statement: [Markets in Financial Instruments Directive II, partOf, EU single rulebook for financial services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU single rulebook for financial services
Context triple: [Markets in Financial Instruments Directive II, partOf, EU single rulebook for financial services]
  • A. European System of Financial Supervision
    The European System of Financial Supervision is the EU’s integrated framework of supervisory authorities and bodies designed to oversee the stability and proper functioning of the European financial system.
  • B. European Market Infrastructure Regulation
    The European Market Infrastructure Regulation is an EU legislative framework that increases transparency and reduces systemic risk in over-the-counter derivatives and other financial markets through central clearing, reporting, and risk mitigation requirements.
  • C. EU Bank Recovery and Resolution Directive
    The EU Bank Recovery and Resolution Directive is a European Union legislative framework that sets out harmonized rules and tools for preventing bank failures and managing distressed banks in an orderly way while minimizing taxpayer costs.
  • D. 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.
  • E. 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.
  • 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: EU single rulebook for financial services
Triple: [Markets in Financial Instruments Directive II, partOf, EU single rulebook for financial services]
Generated description
The EU single rulebook for financial services is a harmonized set of prudential and conduct regulations designed to ensure consistent supervision, stability, and consumer protection across the European Union’s financial markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU single rulebook for financial services
Target entity description: The EU single rulebook for financial services is a harmonized set of prudential and conduct regulations designed to ensure consistent supervision, stability, and consumer protection across the European Union’s financial markets.
  • A. European System of Financial Supervision
    The European System of Financial Supervision is the EU’s integrated framework of supervisory authorities and bodies designed to oversee the stability and proper functioning of the European financial system.
  • B. European Market Infrastructure Regulation
    The European Market Infrastructure Regulation is an EU legislative framework that increases transparency and reduces systemic risk in over-the-counter derivatives and other financial markets through central clearing, reporting, and risk mitigation requirements.
  • C. EU Bank Recovery and Resolution Directive
    The EU Bank Recovery and Resolution Directive is a European Union legislative framework that sets out harmonized rules and tools for preventing bank failures and managing distressed banks in an orderly way while minimizing taxpayer costs.
  • D. 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.
  • E. 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.
  • 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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a4df5c8190aa0e7684ad6fc9f2 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0980f48190a2dc1cc29621bcd8 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bf30e048190a2c81dece02c997d completed May 17, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a090d0d52fc8190aed0a475f3424213 completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:44 p.m.