Triple

T18237060
Position Surface form Disambiguated ID Type / Status
Subject GiveWell E436708 entity
Predicate recommends P488 FINISHED
Object Against Malaria Foundation — 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: Against Malaria Foundation | Statement: [GiveWell, recommends, Against Malaria Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Against Malaria Foundation
Context triple: [GiveWell, recommends, Against Malaria Foundation]
  • A. Action and Investment to defeat Malaria (AIM)
    Action and Investment to defeat Malaria (AIM) is a comprehensive global strategy and investment framework designed to guide and coordinate efforts to eliminate and ultimately eradicate malaria worldwide.
  • B. United to Beat Malaria
    United to Beat Malaria is a global advocacy and fundraising campaign dedicated to ending malaria by supporting prevention, treatment, and awareness efforts in vulnerable communities worldwide.
  • C. Roll Back Malaria
    Roll Back Malaria is a global partnership initiative aimed at coordinating international efforts to control and eventually eliminate malaria, particularly in the most affected regions.
  • D. Global Fund to Fight AIDS, Tuberculosis and Malaria
    The Global Fund to Fight AIDS, Tuberculosis and Malaria is an international financing organization that mobilizes and invests resources to accelerate the end of these three major infectious diseases worldwide.
  • E. U.S. President’s Malaria Initiative
    The U.S. President’s Malaria Initiative is a U.S. government-led global health program that supports malaria prevention and treatment efforts in heavily affected countries, particularly in sub-Saharan Africa.
  • 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: Against Malaria Foundation
Target entity description: Against Malaria Foundation is a charity that funds and distributes insecticide-treated bed nets to prevent malaria, widely regarded as one of the most cost-effective global health organizations.
  • A. Action and Investment to defeat Malaria (AIM)
    Action and Investment to defeat Malaria (AIM) is a comprehensive global strategy and investment framework designed to guide and coordinate efforts to eliminate and ultimately eradicate malaria worldwide.
  • B. United to Beat Malaria
    United to Beat Malaria is a global advocacy and fundraising campaign dedicated to ending malaria by supporting prevention, treatment, and awareness efforts in vulnerable communities worldwide.
  • C. Roll Back Malaria
    Roll Back Malaria is a global partnership initiative aimed at coordinating international efforts to control and eventually eliminate malaria, particularly in the most affected regions.
  • D. Global Fund to Fight AIDS, Tuberculosis and Malaria
    The Global Fund to Fight AIDS, Tuberculosis and Malaria is an international financing organization that mobilizes and invests resources to accelerate the end of these three major infectious diseases worldwide.
  • E. U.S. President’s Malaria Initiative
    The U.S. President’s Malaria Initiative is a U.S. government-led global health program that supports malaria prevention and treatment efforts in heavily affected countries, particularly in sub-Saharan Africa.
  • 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f7def3c48190a9a96c8b4911f0f3 completed April 19, 2026, 3:42 p.m.
Created at: April 10, 2026, 10:33 a.m.