Triple
T16312598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobby Shriver |
E396094
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object | DATA (Debt, AIDS, Trade, Africa) |
E130277
|
NE FINISHED |
How this triple was built (2 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: [Bobby Shriver, coFounded, 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: [Bobby Shriver, coFounded, DATA (Debt, AIDS, Trade, Africa)]
-
A.
DATA (Debt, AIDS, Trade, Africa)
chosen
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.
-
B.
African development agenda
The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
-
C.
Accelerated and Shared Growth Initiative for South Africa
The Accelerated and Shared Growth Initiative for South Africa (AsgiSA) was a mid-2000s government economic program aimed at boosting growth, reducing poverty and unemployment, and ensuring that the benefits of economic expansion were more broadly shared across South African society.
-
D.
OECD Development Assistance Committee statistics
OECD Development Assistance Committee statistics are the official international data and indicators on countries’ development aid flows, used to track, compare, and analyze official development assistance worldwide.
-
E.
Revenue Statistics in Africa
Revenue Statistics in Africa is an OECD Development Centre initiative that compiles and analyzes comparable tax and revenue data across African countries to inform fiscal policy and development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
Created at: April 10, 2026, 5:06 a.m.