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.