Triple

T20852687
Position Surface form Disambiguated ID Type / Status
Subject Markets in Financial Instruments Directive II E513402 entity
Predicate legalBasis P125 FINISHED
Object Directive 2014/65/EU
Directive 2014/65/EU is a key European Union legislative act that overhauls and strengthens the regulatory framework for investment services and financial markets, commonly known as MiFID II.
E1453974 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: Directive 2014/65/EU | Statement: [Markets in Financial Instruments Directive II, legalBasis, Directive 2014/65/EU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directive 2014/65/EU
Context triple: [Markets in Financial Instruments Directive II, legalBasis, Directive 2014/65/EU]
  • A. Directive 2014/34/EU
    Directive 2014/34/EU is a European Union law that harmonizes safety requirements for equipment and protective systems intended for use in potentially explosive atmospheres (ATEX) within the EU internal market.
  • B. Directive 2013/37/EU
    Directive 2013/37/EU is a European Union law that updated and expanded the rules on the re-use of public sector information to promote transparency, innovation, and economic activity across the EU.
  • C. Directive 2010/53/EU
    Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
  • D. Directive 2007/64/EC
    Directive 2007/64/EC is a European Union directive that established a harmonized legal framework for payment services within the EU, promoting competition, transparency, and consumer protection in the payments market.
  • E. Directive 2013/36/EU
    Directive 2013/36/EU is a key European Union legislative act that sets prudential rules and supervisory standards for credit institutions and investment firms as part of the EU’s post-crisis banking regulation framework.
  • 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: Directive 2014/65/EU
Triple: [Markets in Financial Instruments Directive II, legalBasis, Directive 2014/65/EU]
Generated description
Directive 2014/65/EU is a key European Union legislative act that overhauls and strengthens the regulatory framework for investment services and financial markets, commonly known as MiFID II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directive 2014/65/EU
Target entity description: Directive 2014/65/EU is a key European Union legislative act that overhauls and strengthens the regulatory framework for investment services and financial markets, commonly known as MiFID II.
  • A. Directive 2014/34/EU
    Directive 2014/34/EU is a European Union law that harmonizes safety requirements for equipment and protective systems intended for use in potentially explosive atmospheres (ATEX) within the EU internal market.
  • B. Directive 2013/37/EU
    Directive 2013/37/EU is a European Union law that updated and expanded the rules on the re-use of public sector information to promote transparency, innovation, and economic activity across the EU.
  • C. Directive 2010/53/EU
    Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
  • D. Directive 2007/64/EC
    Directive 2007/64/EC is a European Union directive that established a harmonized legal framework for payment services within the EU, promoting competition, transparency, and consumer protection in the payments market.
  • E. Directive 2013/36/EU
    Directive 2013/36/EU is a key European Union legislative act that sets prudential rules and supervisory standards for credit institutions and investment firms as part of the EU’s post-crisis banking regulation framework.
  • 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.