Triple

T18750564
Position Surface form Disambiguated ID Type / Status
Subject MDR E458512 entity
Predicate establishes P986 FINISHED
Object European database on medical devices (EUDAMED)
The European database on medical devices (EUDAMED) is the EU’s central IT system for collecting and sharing information on medical devices and related economic operators, clinical investigations, and vigilance to support market surveillance and transparency.
E1341293 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 database on medical devices (EUDAMED) | Statement: [MDR, establishes, European database on medical devices (EUDAMED)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European database on medical devices (EUDAMED)
Context triple: [MDR, establishes, European database on medical devices (EUDAMED)]
  • A. European Union medical device regulations
    European Union medical device regulations are a comprehensive set of legal and technical requirements governing the safety, performance, quality management, and market approval of medical devices within EU member states.
  • B. Council Directive 93/42/EEC on medical devices
    Council Directive 93/42/EEC on medical devices was a key European Union legislative framework that set essential safety and performance requirements for medical devices marketed within the EU.
  • C. Council Directive 90/385/EEC on active implantable medical devices
    Council Directive 90/385/EEC on active implantable medical devices was an EU legal framework that set essential safety and performance requirements for active implantable medical devices such as pacemakers and implantable defibrillators.
  • D. Regulation (EU) 2017/746 on in vitro diagnostic medical devices
    Regulation (EU) 2017/746 on in vitro diagnostic medical devices is the European Union’s comprehensive legal framework governing the safety, performance, and market access of in vitro diagnostic medical devices.
  • E. ICH E2A Clinical Safety Data Management
    ICH E2A Clinical Safety Data Management is an international guideline that standardizes the collection, reporting, and evaluation of clinical safety data in drug development to support consistent pharmacovigilance and regulatory decision-making.
  • 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 database on medical devices (EUDAMED)
Triple: [MDR, establishes, European database on medical devices (EUDAMED)]
Generated description
The European database on medical devices (EUDAMED) is the EU’s central IT system for collecting and sharing information on medical devices and related economic operators, clinical investigations, and vigilance to support market surveillance and transparency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European database on medical devices (EUDAMED)
Target entity description: The European database on medical devices (EUDAMED) is the EU’s central IT system for collecting and sharing information on medical devices and related economic operators, clinical investigations, and vigilance to support market surveillance and transparency.
  • A. European Union medical device regulations
    European Union medical device regulations are a comprehensive set of legal and technical requirements governing the safety, performance, quality management, and market approval of medical devices within EU member states.
  • B. Council Directive 93/42/EEC on medical devices
    Council Directive 93/42/EEC on medical devices was a key European Union legislative framework that set essential safety and performance requirements for medical devices marketed within the EU.
  • C. Council Directive 90/385/EEC on active implantable medical devices
    Council Directive 90/385/EEC on active implantable medical devices was an EU legal framework that set essential safety and performance requirements for active implantable medical devices such as pacemakers and implantable defibrillators.
  • D. Regulation (EU) 2017/746 on in vitro diagnostic medical devices
    Regulation (EU) 2017/746 on in vitro diagnostic medical devices is the European Union’s comprehensive legal framework governing the safety, performance, and market access of in vitro diagnostic medical devices.
  • E. ICH E2A Clinical Safety Data Management
    ICH E2A Clinical Safety Data Management is an international guideline that standardizes the collection, reporting, and evaluation of clinical safety data in drug development to support consistent pharmacovigilance and regulatory decision-making.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ec71cc8190bb6d3fa6cca6dc8c completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d36fc908190b3193d52ce4504ce completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e216ce0819093f0e9e9b707fca8 completed May 14, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a053ed266a481908dc9ff85e1d7cf4f completed May 14, 2026, 3:17 a.m.
Created at: April 10, 2026, 11:51 a.m.