Triple
T21228210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Use Listing by WHO |
E523136
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | WHO prequalification program |
—
|
NE NERFINISHED |
How this triple was built (3 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: WHO prequalification program | Statement: [Emergency Use Listing by WHO, relatedTo, WHO prequalification program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WHO prequalification program Context triple: [Emergency Use Listing by WHO, relatedTo, WHO prequalification program]
-
A.
Access to Medicines Program
The Access to Medicines Program is a Public Citizen initiative that advocates for affordable, equitable access to essential medicines worldwide by challenging high drug prices and restrictive pharmaceutical policies.
-
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.
WHO Expert Committee on Selection and Use of Essential Medicines
The WHO Expert Committee on Selection and Use of Essential Medicines is a specialized World Health Organization body that evaluates evidence and advises which medicines should be prioritized globally for inclusion on the Model List of Essential Medicines.
-
D.
Commodity Procurement Program
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
-
E.
Federal Supply Schedules Program
The Federal Supply Schedules Program is a U.S. General Services Administration procurement program that provides government agencies with pre-negotiated contracts for a wide range of commercial products and services at volume-discounted prices.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WHO prequalification program Target entity description: The WHO prequalification program is a global quality assurance initiative that evaluates and certifies medicines, vaccines, diagnostics, and other health products to ensure they meet international standards for safety, efficacy, and quality, particularly for use in low- and middle-income countries.
-
A.
Access to Medicines Program
The Access to Medicines Program is a Public Citizen initiative that advocates for affordable, equitable access to essential medicines worldwide by challenging high drug prices and restrictive pharmaceutical policies.
-
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.
WHO Expert Committee on Selection and Use of Essential Medicines
The WHO Expert Committee on Selection and Use of Essential Medicines is a specialized World Health Organization body that evaluates evidence and advises which medicines should be prioritized globally for inclusion on the Model List of Essential Medicines.
-
D.
Commodity Procurement Program
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
-
E.
Federal Supply Schedules Program
The Federal Supply Schedules Program is a U.S. General Services Administration procurement program that provides government agencies with pre-negotiated contracts for a wide range of commercial products and services at volume-discounted prices.
- F. None of above. chosen
Provenance (2 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_69e0b512ad94819087942b2ed925185f |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e734ad5068819088b203eeba4e6380 |
completed | April 21, 2026, 8:26 a.m. |
Created at: April 16, 2026, 3:44 p.m.