Triple

T18237061
Position Surface form Disambiguated ID Type / Status
Subject GiveWell E436708 entity
Predicate recommends P488 FINISHED
Object Malaria Consortium — 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: Malaria Consortium | Statement: [GiveWell, recommends, Malaria Consortium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malaria Consortium
Context triple: [GiveWell, recommends, Malaria Consortium]
  • 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. 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.
  • C. 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.
  • D. Centre for Collaboration with GAVI
    The Centre for Collaboration with GAVI is a specialized unit within the Norwegian Institute of Public Health that supports and coordinates Norway’s technical and strategic engagement with the Gavi vaccine alliance to improve global immunization.
  • E. Centre for Global Health
    The Centre for Global Health is a research and collaboration hub within Norway’s public health system that focuses on improving health and reducing inequalities in low- and middle-income countries.
  • 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: Malaria Consortium
Target entity description: Malaria Consortium is a global health nonprofit focused on preventing, controlling, and treating malaria and other communicable diseases, particularly in sub-Saharan Africa and Asia.
  • 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. 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.
  • C. 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.
  • D. Centre for Collaboration with GAVI
    The Centre for Collaboration with GAVI is a specialized unit within the Norwegian Institute of Public Health that supports and coordinates Norway’s technical and strategic engagement with the Gavi vaccine alliance to improve global immunization.
  • E. Centre for Global Health
    The Centre for Global Health is a research and collaboration hub within Norway’s public health system that focuses on improving health and reducing inequalities in low- and middle-income countries.
  • 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.