Triple

T5364506
Position Surface form Disambiguated ID Type / Status
Subject European Securities and Markets Authority E103096 entity
Predicate appliesRegulation P1129 FINISHED
Object 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.
E515964 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 Regulation | Statement: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Regulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Markets in Financial Instruments Regulation
Context triple: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Regulation]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Financial Services Act 2013
    The Financial Services Act 2013 is a key Malaysian law that modernizes and consolidates the regulation and supervision of the country’s financial sector, including banking, insurance, and payment systems.
  • 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 Regulation
Triple: [European Securities and Markets Authority, appliesRegulation, Markets in Financial Instruments Regulation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Markets in Financial Instruments Regulation
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Financial Services Act 2013
    The Financial Services Act 2013 is a key Malaysian law that modernizes and consolidates the regulation and supervision of the country’s financial sector, including banking, insurance, and payment systems.
  • 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_69bf29205b188190a19cacbded1d5418 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a09891c81908509695a41d1aa02 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:02 p.m.