Triple

T5364507
Position Surface form Disambiguated ID Type / Status
Subject European Securities and Markets Authority E103096 entity
Predicate appliesRegulation P1129 FINISHED
Object 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.
E513403 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: European Market Infrastructure Regulation | Statement: [European Securities and Markets Authority, appliesRegulation, European Market Infrastructure Regulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Market Infrastructure Regulation
Context triple: [European Securities and Markets Authority, appliesRegulation, European Market Infrastructure Regulation]
  • A. European Union financial regulators
    European Union financial regulators are the network of EU-level and national authorities responsible for overseeing and enforcing financial laws, consumer protection, and market stability across the European Union’s financial system.
  • B. 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.
  • 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. European Securities and Markets Authority
    The European Securities and Markets Authority is an independent EU authority responsible for enhancing investor protection and promoting stable, orderly financial markets across the European Union.
  • E. Financial Regulations of the Council of Europe
    The Financial Regulations of the Council of Europe are the internal legal and procedural rules that govern how the Council’s budget is prepared, managed, controlled, and reported.
  • 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: European Market Infrastructure Regulation
Triple: [European Securities and Markets Authority, appliesRegulation, European Market Infrastructure Regulation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Market Infrastructure Regulation
Target entity description: 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.
  • A. European Union financial regulators
    European Union financial regulators are the network of EU-level and national authorities responsible for overseeing and enforcing financial laws, consumer protection, and market stability across the European Union’s financial system.
  • B. 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.
  • 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. European Securities and Markets Authority
    The European Securities and Markets Authority is an independent EU authority responsible for enhancing investor protection and promoting stable, orderly financial markets across the European Union.
  • E. Financial Regulations of the Council of Europe
    The Financial Regulations of the Council of Europe are the internal legal and procedural rules that govern how the Council’s budget is prepared, managed, controlled, and reported.
  • 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.