Triple
T2309021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fighting Corruption Is Dangerous: The Story Behind the Headlines |
E51907
|
entity |
| Predicate | about |
P380
|
FINISHED |
| Object | Ngozi Okonjo-Iweala |
E9437
|
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: Ngozi Okonjo-Iweala | Statement: [Fighting Corruption Is Dangerous: The Story Behind the Headlines, about, Ngozi Okonjo-Iweala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngozi Okonjo-Iweala Context triple: [Fighting Corruption Is Dangerous: The Story Behind the Headlines, about, Ngozi Okonjo-Iweala]
-
A.
Ngozi Okonjo-Iweala
chosen
Ngozi Okonjo-Iweala is a Nigerian-American economist and global development expert who became the first woman and first African to lead the World Trade Organization.
-
B.
Akinwumi Adesina
Akinwumi Adesina is a Nigerian economist and agricultural development expert who serves as President of the African Development Bank and is widely recognized for his leadership in transforming Africa’s agriculture and development finance.
-
C.
Kristalina Georgieva
Kristalina Georgieva is a Bulgarian economist and global financial leader who serves as the Managing Director of the International Monetary Fund.
-
D.
Nane Maria Annan
Nane Maria Annan is a Swedish lawyer and artist best known as the widow of former UN Secretary-General Kofi Annan and for her work in human rights and humanitarian causes.
-
E.
Roberto Azevêdo
Roberto Azevêdo is a Brazilian diplomat who served as Director-General of the World Trade Organization, playing a key role in global trade negotiations and multilateral trade policy.
- 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_69a88b0bb30c81908ded03b006d29387 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc607cf4881908ba4ea2a7f5dedc9 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf252db48190b51edd3032640d04 |
completed | March 9, 2026, 12:37 p.m. |
Created at: March 4, 2026, 7:49 p.m.