Triple

T4686367
Position Surface form Disambiguated ID Type / Status
Subject University of KwaZulu-Natal E103929 entity
Predicate hasNotableUnit P1198 FINISHED
Object African Centre for Crop Improvement
The African Centre for Crop Improvement is a research and training institute focused on developing improved, climate-resilient and high-yielding crop varieties to enhance food security in Africa.
E459958 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: African Centre for Crop Improvement | Statement: [University of KwaZulu-Natal, hasNotableUnit, African Centre for Crop Improvement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Centre for Crop Improvement
Context triple: [University of KwaZulu-Natal, hasNotableUnit, African Centre for Crop Improvement]
  • 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 Institute of Tropical Agriculture
    The International Institute of Tropical Agriculture is a research organization focused on improving food security and agricultural sustainability in tropical regions, particularly across Africa.
  • 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. Centre for Dryland Agriculture
    The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
  • E. 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.
  • 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: African Centre for Crop Improvement
Triple: [University of KwaZulu-Natal, hasNotableUnit, African Centre for Crop Improvement]
Generated description
The African Centre for Crop Improvement is a research and training institute focused on developing improved, climate-resilient and high-yielding crop varieties to enhance food security in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Centre for Crop Improvement
Target entity description: The African Centre for Crop Improvement is a research and training institute focused on developing improved, climate-resilient and high-yielding crop varieties to enhance food security in Africa.
  • 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 Institute of Tropical Agriculture
    The International Institute of Tropical Agriculture is a research organization focused on improving food security and agricultural sustainability in tropical regions, particularly across Africa.
  • 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. Centre for Dryland Agriculture
    The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
  • E. 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.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6383c83881908a978e471fe422a2 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b3b0208190bb307cdd53f44306 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0440e7c881908743b7af9b2fa347 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04e21df88190b98ed7b3e27b818c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:16 p.m.