Triple

T5481698
Position Surface form Disambiguated ID Type / Status
Subject COVID-19 vaccines E123479 entity
Predicate regulatoryApproval P24602 FINISHED
Object Emergency Use Listing by WHO
Emergency Use Listing by WHO is a World Health Organization risk-based procedure that expedites the assessment and authorization of unlicensed vaccines, medicines, and diagnostics for use during public health emergencies.
E523136 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: Emergency Use Listing by WHO | Statement: [COVID-19 vaccines, regulatoryApproval, Emergency Use Listing by WHO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emergency Use Listing by WHO
Context triple: [COVID-19 vaccines, regulatoryApproval, Emergency Use Listing by WHO]
  • A. Public Health Emergency of International Concern
    A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
  • B. World Health Organization Model List of Essential Medicines
    The World Health Organization Model List of Essential Medicines is a periodically updated catalog of the most effective, safe, and cost-efficient medicines deemed essential for meeting the priority health needs of populations worldwide.
  • C. COVID-19 pandemic
    The COVID-19 pandemic is a global outbreak of the coronavirus SARS-CoV-2 that began in late 2019, causing widespread illness, deaths, and major disruptions to societies and economies worldwide.
  • D. WHO Emergency Committee
    The WHO Emergency Committee is a group of international public health experts convened by the World Health Organization to assess serious disease outbreaks and advise on whether they constitute a global health emergency.
  • E. Ministry of Health of the DRC Ebola response
    The Ministry of Health of the DRC Ebola response is the national public health authority’s coordinated program to detect, contain, and manage Ebola outbreaks across the Democratic Republic of the Congo.
  • 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: Emergency Use Listing by WHO
Triple: [COVID-19 vaccines, regulatoryApproval, Emergency Use Listing by WHO]
Generated description
Emergency Use Listing by WHO is a World Health Organization risk-based procedure that expedites the assessment and authorization of unlicensed vaccines, medicines, and diagnostics for use during public health emergencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emergency Use Listing by WHO
Target entity description: Emergency Use Listing by WHO is a World Health Organization risk-based procedure that expedites the assessment and authorization of unlicensed vaccines, medicines, and diagnostics for use during public health emergencies.
  • A. Public Health Emergency of International Concern
    A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
  • B. World Health Organization Model List of Essential Medicines
    The World Health Organization Model List of Essential Medicines is a periodically updated catalog of the most effective, safe, and cost-efficient medicines deemed essential for meeting the priority health needs of populations worldwide.
  • C. COVID-19 pandemic
    The COVID-19 pandemic is a global outbreak of the coronavirus SARS-CoV-2 that began in late 2019, causing widespread illness, deaths, and major disruptions to societies and economies worldwide.
  • D. WHO Emergency Committee
    The WHO Emergency Committee is a group of international public health experts convened by the World Health Organization to assess serious disease outbreaks and advise on whether they constitute a global health emergency.
  • E. Ministry of Health of the DRC Ebola response
    The Ministry of Health of the DRC Ebola response is the national public health authority’s coordinated program to detect, contain, and manage Ebola outbreaks across the Democratic Republic of the Congo.
  • 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.