Triple
T5481700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COVID-19 vaccines |
E123479
|
entity |
| Predicate | regulatoryApproval |
P24602
|
FINISHED |
| Object |
Conditional Marketing Authorization by European Medicines Agency
Conditional Marketing Authorization by the European Medicines Agency is a fast-track regulatory pathway that allows earlier approval of medicines, such as COVID-19 vaccines, based on less comprehensive data than normally required, provided that the benefits outweigh the risks and additional data will be supplied post-approval.
|
E523137
|
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: Conditional Marketing Authorization by European Medicines Agency | Statement: [COVID-19 vaccines, regulatoryApproval, Conditional Marketing Authorization by European Medicines Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Conditional Marketing Authorization by European Medicines Agency Context triple: [COVID-19 vaccines, regulatoryApproval, Conditional Marketing Authorization by European Medicines Agency]
-
A.
Pharmacovigilance Risk Assessment Committee within the European Medicines Agency
The Pharmacovigilance Risk Assessment Committee within the European Medicines Agency is an expert body responsible for evaluating and monitoring the safety of medicines across the European Union and providing recommendations on managing and communicating medicine-related risks.
-
B.
European Union pharmaceutical legislation
European Union pharmaceutical legislation is the body of EU laws and regulations that governs the authorization, supervision, safety, and quality of medicines for human and veterinary use across member states.
-
C.
Certificates of Suitability to the monographs of the European Pharmacopoeia
Certificates of Suitability to the monographs of the European Pharmacopoeia are official documents issued by the European Directorate for the Quality of Medicines & HealthCare (EDQM) confirming that a substance’s quality complies with the relevant European Pharmacopoeia monograph, thereby simplifying regulatory approval for medicines across Europe.
-
D.
European medicines regulatory authorities
European medicines regulatory authorities are national and regional agencies in Europe responsible for evaluating, authorizing, and monitoring the safety, quality, and efficacy of medicinal products.
-
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: Conditional Marketing Authorization by European Medicines Agency Triple: [COVID-19 vaccines, regulatoryApproval, Conditional Marketing Authorization by European Medicines Agency]
Generated description
Conditional Marketing Authorization by the European Medicines Agency is a fast-track regulatory pathway that allows earlier approval of medicines, such as COVID-19 vaccines, based on less comprehensive data than normally required, provided that the benefits outweigh the risks and additional data will be supplied post-approval.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Conditional Marketing Authorization by European Medicines Agency Target entity description: Conditional Marketing Authorization by the European Medicines Agency is a fast-track regulatory pathway that allows earlier approval of medicines, such as COVID-19 vaccines, based on less comprehensive data than normally required, provided that the benefits outweigh the risks and additional data will be supplied post-approval.
-
A.
Pharmacovigilance Risk Assessment Committee within the European Medicines Agency
The Pharmacovigilance Risk Assessment Committee within the European Medicines Agency is an expert body responsible for evaluating and monitoring the safety of medicines across the European Union and providing recommendations on managing and communicating medicine-related risks.
-
B.
European Union pharmaceutical legislation
European Union pharmaceutical legislation is the body of EU laws and regulations that governs the authorization, supervision, safety, and quality of medicines for human and veterinary use across member states.
-
C.
Certificates of Suitability to the monographs of the European Pharmacopoeia
Certificates of Suitability to the monographs of the European Pharmacopoeia are official documents issued by the European Directorate for the Quality of Medicines & HealthCare (EDQM) confirming that a substance’s quality complies with the relevant European Pharmacopoeia monograph, thereby simplifying regulatory approval for medicines across Europe.
-
D.
European medicines regulatory authorities
European medicines regulatory authorities are national and regional agencies in Europe responsible for evaluating, authorizing, and monitoring the safety, quality, and efficacy of medicinal products.
-
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_69bd4648883481909e9775d43300c5fa |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd924a2eb08190b759b23a6eab5e0a |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48a2880c8190ad76cf8c3862aede |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4a95375881909ba730ad108eee8b |
completed | March 22, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4afb47a88190a66de6b6c7d5c241 |
completed | March 22, 2026, 1:50 a.m. |
Created at: March 20, 2026, 2:09 p.m.