Triple

T542756
Position Surface form Disambiguated ID Type / Status
Subject Bill & Melinda Gates Foundation E12665 entity
Predicate majorDonorTo P499 FINISHED
Object Alliance for a Green Revolution in Africa
The Alliance for a Green Revolution in Africa is a nonprofit initiative focused on boosting agricultural productivity, food security, and smallholder farmer incomes across Africa through improved seeds, farming practices, and market access.
E68099 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: Alliance for a Green Revolution in Africa | Statement: [Bill & Melinda Gates Foundation, majorDonorTo, Alliance for a Green Revolution in Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alliance for a Green Revolution in Africa
Context triple: [Bill & Melinda Gates Foundation, majorDonorTo, Alliance for a Green Revolution in Africa]
  • A. CGIAR
    CGIAR is a global partnership of agricultural research organizations focused on reducing rural poverty, improving food and nutrition security, and sustainably managing natural resources in developing countries.
  • B. International Maize and Wheat Improvement Center
    The International Maize and Wheat Improvement Center is a global agricultural research organization that develops improved maize and wheat varieties to enhance food security and sustainable farming, notably associated with Green Revolution pioneer Norman Borlaug.
  • C. International Institute of Agriculture
    The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
  • D. International Rice Research Institute
    The International Rice Research Institute is a leading agricultural research organization that played a pivotal role in the Green Revolution by developing high-yielding rice varieties and advancing rice production technologies worldwide.
  • E. M. S. Swaminathan Research Foundation
    The M. S. Swaminathan Research Foundation is an Indian non-profit research and development organization focused on sustainable agriculture, rural development, and food security, particularly for small and marginal farmers.
  • 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: Alliance for a Green Revolution in Africa
Triple: [Bill & Melinda Gates Foundation, majorDonorTo, Alliance for a Green Revolution in Africa]
Generated description
The Alliance for a Green Revolution in Africa is a nonprofit initiative focused on boosting agricultural productivity, food security, and smallholder farmer incomes across Africa through improved seeds, farming practices, and market access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alliance for a Green Revolution in Africa
Target entity description: The Alliance for a Green Revolution in Africa is a nonprofit initiative focused on boosting agricultural productivity, food security, and smallholder farmer incomes across Africa through improved seeds, farming practices, and market access.
  • A. CGIAR
    CGIAR is a global partnership of agricultural research organizations focused on reducing rural poverty, improving food and nutrition security, and sustainably managing natural resources in developing countries.
  • B. International Maize and Wheat Improvement Center
    The International Maize and Wheat Improvement Center is a global agricultural research organization that develops improved maize and wheat varieties to enhance food security and sustainable farming, notably associated with Green Revolution pioneer Norman Borlaug.
  • C. International Institute of Agriculture
    The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
  • D. International Rice Research Institute
    The International Rice Research Institute is a leading agricultural research organization that played a pivotal role in the Green Revolution by developing high-yielding rice varieties and advancing rice production technologies worldwide.
  • E. M. S. Swaminathan Research Foundation
    The M. S. Swaminathan Research Foundation is an Indian non-profit research and development organization focused on sustainable agriculture, rural development, and food security, particularly for small and marginal farmers.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d278cf88190ad1368da91a7014f completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5d690881908742b313f28a0012 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cea9d11881908f4bac61c7e63e82 completed March 1, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf5649588190949250ee800d921f completed March 1, 2026, 11:44 p.m.
Created at: March 1, 2026, 7:32 p.m.