Triple

T9314458
Position Surface form Disambiguated ID Type / Status
Subject Data Protection Act 2018 E224083 entity
Predicate implements P1417 FINISHED
Object Law Enforcement Directive (EU) 2016/680
Law Enforcement Directive (EU) 2016/680 is an EU legal instrument that sets specific data protection rules for the processing of personal data by competent authorities for law enforcement and criminal justice purposes.
E791412 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: Law Enforcement Directive (EU) 2016/680 | Statement: [Data Protection Act 2018, implements, Law Enforcement Directive (EU) 2016/680]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law Enforcement Directive (EU) 2016/680
Context triple: [Data Protection Act 2018, implements, Law Enforcement Directive (EU) 2016/680]
  • A. 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.
  • B. Directive (EU) 2016/2341
    Directive (EU) 2016/2341, known as the IORP II Directive, is an EU legislative act that sets prudential, governance, and information requirements for institutions for occupational retirement provision across the European Union.
  • C. Europol Convention
    The Europol Convention was the international agreement that originally established and governed the operations of the European Police Office before it was replaced by the current Europol framework under EU law.
  • D. Regulation (EU) 2021/697
    Regulation (EU) 2021/697 is the EU law that establishes and governs the European Defence Fund, setting its objectives, budget, and rules for funding collaborative defence research and development projects.
  • E. Regulation (EU) 2016/794
    Regulation (EU) 2016/794 is an EU legal act that modernised and strengthened the mandate, structure, and operational framework of Europol as the Union’s law enforcement agency.
  • 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: Law Enforcement Directive (EU) 2016/680
Triple: [Data Protection Act 2018, implements, Law Enforcement Directive (EU) 2016/680]
Generated description
Law Enforcement Directive (EU) 2016/680 is an EU legal instrument that sets specific data protection rules for the processing of personal data by competent authorities for law enforcement and criminal justice purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law Enforcement Directive (EU) 2016/680
Target entity description: Law Enforcement Directive (EU) 2016/680 is an EU legal instrument that sets specific data protection rules for the processing of personal data by competent authorities for law enforcement and criminal justice purposes.
  • A. 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.
  • B. Directive (EU) 2016/2341
    Directive (EU) 2016/2341, known as the IORP II Directive, is an EU legislative act that sets prudential, governance, and information requirements for institutions for occupational retirement provision across the European Union.
  • C. Europol Convention
    The Europol Convention was the international agreement that originally established and governed the operations of the European Police Office before it was replaced by the current Europol framework under EU law.
  • D. Regulation (EU) 2021/697
    Regulation (EU) 2021/697 is the EU law that establishes and governs the European Defence Fund, setting its objectives, budget, and rules for funding collaborative defence research and development projects.
  • E. Regulation (EU) 2016/794
    Regulation (EU) 2016/794 is an EU legal act that modernised and strengthened the mandate, structure, and operational framework of Europol as the Union’s law enforcement agency.
  • 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20b2274481908ddb4eda70cea8cc completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c7a0adc4819097ac906f03f0188e completed April 4, 2026, 8:11 a.m.
NEDg Description generation batch_69d0c8a7190c819097e71c15f7924268 completed April 4, 2026, 8:15 a.m.
NED2 Entity disambiguation (via description) batch_69d0c9e7e7d08190bddc6786f0fcea9e completed April 4, 2026, 8:20 a.m.
Created at: March 30, 2026, 7:37 p.m.