Triple

T14184679
Position Surface form Disambiguated ID Type / Status
Subject German Payment Services Supervision Act E351542 entity
Predicate implements P1417 FINISHED
Object EU Payment Services Directive
The EU Payment Services Directive is a key European Union legislative framework that harmonizes rules for payment services and providers across member states to enhance competition, innovation, and consumer protection in the payments market.
E1084313 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 Payment Services Directive | Statement: [German Payment Services Supervision Act, implements, EU Payment Services Directive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU Payment Services Directive
Context triple: [German Payment Services Supervision Act, implements, EU Payment Services Directive]
  • A. SEPA
    SEPA is Scotland’s principal public body responsible for protecting and improving the environment and regulating activities that can cause pollution.
  • B. German Payment Services Supervision Act
    The German Payment Services Supervision Act is a key financial regulatory law that sets the legal framework and licensing requirements for payment service providers operating in Germany.
  • C. Europol Regulation
    The Europol Regulation is the European Union law that establishes the mandate, structure, and functioning of the EU Agency for Law Enforcement Cooperation (Europol) to support and strengthen member states’ efforts in preventing and combating serious crime and terrorism.
  • D. European Union anti-money laundering directives
    The European Union anti-money laundering directives are a series of EU-wide legal measures that require member states to prevent, detect, and prosecute money laundering and terrorist financing through harmonized rules for financial institutions and other obliged entities.
  • E. 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.
  • 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 Payment Services Directive
Triple: [German Payment Services Supervision Act, implements, EU Payment Services Directive]
Generated description
The EU Payment Services Directive is a key European Union legislative framework that harmonizes rules for payment services and providers across member states to enhance competition, innovation, and consumer protection in the payments market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU Payment Services Directive
Target entity description: The EU Payment Services Directive is a key European Union legislative framework that harmonizes rules for payment services and providers across member states to enhance competition, innovation, and consumer protection in the payments market.
  • A. SEPA
    SEPA is Scotland’s principal public body responsible for protecting and improving the environment and regulating activities that can cause pollution.
  • B. German Payment Services Supervision Act
    The German Payment Services Supervision Act is a key financial regulatory law that sets the legal framework and licensing requirements for payment service providers operating in Germany.
  • C. Europol Regulation
    The Europol Regulation is the European Union law that establishes the mandate, structure, and functioning of the EU Agency for Law Enforcement Cooperation (Europol) to support and strengthen member states’ efforts in preventing and combating serious crime and terrorism.
  • D. European Union anti-money laundering directives
    The European Union anti-money laundering directives are a series of EU-wide legal measures that require member states to prevent, detect, and prosecute money laundering and terrorist financing through harmonized rules for financial institutions and other obliged entities.
  • E. 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.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61cc0a848190b660095972b1223b completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf81285c481908a5594bcb3304981 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd06a6e5d08190906cca66b2dcf565 completed May 7, 2026, 9:39 p.m.
NED2 Entity disambiguation (via description) batch_69fd07116e74819089aa9f75a11c6531 completed May 7, 2026, 9:41 p.m.
Created at: April 10, 2026, 1:03 a.m.