Triple

T56797
Position Surface form Disambiguated ID Type / Status
Subject International Maize and Wheat Improvement Center E1123 entity
Predicate affiliation P10 FINISHED
Object 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.
E8979 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: CGIAR | Statement: [International Maize and Wheat Improvement Center, affiliation, CGIAR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CGIAR
Context triple: [International Maize and Wheat Improvement Center, affiliation, CGIAR]
  • A. 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.
  • B. 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.
  • C. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • D. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • E. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
  • 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: CGIAR
Triple: [International Maize and Wheat Improvement Center, affiliation, CGIAR]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CGIAR
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Food and Agriculture Organization
    The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
  • D. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • E. World Food Programme
    The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b07f4a881909e32115e84da02a3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266e716048190a57f681fccb4fdeb completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267b740388190a321023aa52a539a completed Feb. 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2685dc64c8190bd611985d1bc27a3 completed Feb. 28, 2026, 4 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.