Triple

T868450
Position Surface form Disambiguated ID Type / Status
Subject ISO 13485 E18757 entity
Predicate relatedTo P37 FINISHED
Object 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.
E100892 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 Union medical device regulations | Statement: [ISO 13485, relatedTo, European Union medical device regulations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union medical device regulations
Context triple: [ISO 13485, relatedTo, European Union medical device regulations]
  • A. European Medicines Agency
    The European Medicines Agency is the European Union’s regulatory authority responsible for the scientific evaluation, supervision, and safety monitoring of medicines for human and veterinary use.
  • B. IEEE 11073 medical device communication standards
    IEEE 11073 medical device communication standards are a family of international standards that define interoperable data exchange and integration between medical devices and healthcare information systems.
  • C. Center for Devices and Radiological Health
    The Center for Devices and Radiological Health is the U.S. FDA division responsible for regulating medical devices and radiation-emitting products to ensure their safety and effectiveness.
  • D. Regulation (EU) 1292/2013
    Regulation (EU) 1292/2013 is an EU legislative act that sets out the framework, objectives, and operational rules for the European Institute of Innovation and Technology and its activities.
  • E. European Directorate for the Quality of Medicines & HealthCare
    The European Directorate for the Quality of Medicines & HealthCare is a Council of Europe body responsible for developing quality standards and guidance to ensure the safety and efficacy of medicines and improve healthcare across member states.
  • 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 Union medical device regulations
Triple: [ISO 13485, relatedTo, European Union medical device regulations]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Union medical device regulations
Target entity description: 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.
  • A. European Medicines Agency
    The European Medicines Agency is the European Union’s regulatory authority responsible for the scientific evaluation, supervision, and safety monitoring of medicines for human and veterinary use.
  • B. IEEE 11073 medical device communication standards
    IEEE 11073 medical device communication standards are a family of international standards that define interoperable data exchange and integration between medical devices and healthcare information systems.
  • C. Center for Devices and Radiological Health
    The Center for Devices and Radiological Health is the U.S. FDA division responsible for regulating medical devices and radiation-emitting products to ensure their safety and effectiveness.
  • D. Regulation (EU) 1292/2013
    Regulation (EU) 1292/2013 is an EU legislative act that sets out the framework, objectives, and operational rules for the European Institute of Innovation and Technology and its activities.
  • E. European Directorate for the Quality of Medicines & HealthCare
    The European Directorate for the Quality of Medicines & HealthCare is a Council of Europe body responsible for developing quality standards and guidance to ensure the safety and efficacy of medicines and improve healthcare across member states.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac7f98908190883f71049092c7c8 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c9e7ec819081d58634fe0efdcb completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a44c2d5881909d006ddf9f9ed694 completed March 4, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7a4a811bc819093bd436de45afa97 completed March 4, 2026, 3:19 a.m.
Created at: March 1, 2026, 7:39 p.m.