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.