Triple

T1130483
Position Surface form Disambiguated ID Type / Status
Subject Bono E23018 entity
Predicate founded P104 FINISHED
Object DATA (Debt, AIDS, Trade, Africa)
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
E130277 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: DATA (Debt, AIDS, Trade, Africa) | Statement: [Bono, founded, DATA (Debt, AIDS, Trade, Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DATA (Debt, AIDS, Trade, Africa)
Context triple: [Bono, founded, DATA (Debt, AIDS, Trade, Africa)]
  • A. Least Developed Countries Report
    The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed countries.
  • B. African Centre for Statistics
    The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
  • C. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • D. 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.
  • E. 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.
  • 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: DATA (Debt, AIDS, Trade, Africa)
Triple: [Bono, founded, DATA (Debt, AIDS, Trade, Africa)]
Generated description
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DATA (Debt, AIDS, Trade, Africa)
Target entity description: DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
  • A. Least Developed Countries Report
    The Least Developed Countries Report is an annual UNCTAD publication that analyzes the economic and social development challenges and policy options of the world’s least developed countries.
  • B. African Centre for Statistics
    The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
  • C. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • D. 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.
  • E. 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.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbf979108190adad7073c8275dd2 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59aa261881908c7ceedf710ee9c8 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b0edea081909cc734a11aaf452e completed March 7, 2026, 5:06 p.m.
NED2 Entity disambiguation (via description) batch_69ac5b78810c8190aa1ca58a577b53bf completed March 7, 2026, 5:08 p.m.
Created at: March 1, 2026, 7:44 p.m.