Triple
T2308786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ogwashi-Ukwu |
E51902
|
entity |
| Predicate | isHometownOf |
P22139
|
FINISHED |
| Object | Ngozi Okonjo-Iweala |
E9437
|
NE FINISHED |
How this triple was built (3 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: [Ogwashi-Ukwu, isHometownOf, Ngozi Okonjo-Iweala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngozi Okonjo-Iweala Context triple: [Ogwashi-Ukwu, isHometownOf, 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.
Kristalina Georgieva
Kristalina Georgieva is a Bulgarian economist and global financial leader who serves as the Managing Director of the International Monetary Fund.
-
C.
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.
-
D.
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.
-
E.
Fatou Bensouda
Fatou Bensouda is a Gambian lawyer and international criminal law expert who served as Chief Prosecutor of the International Criminal Court from 2012 to 2021.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isHometownOf Context triple: [Ogwashi-Ukwu, isHometownOf, Ngozi Okonjo-Iweala]
-
A.
hasHometownOf
chosen
Indicates that one entity has, as its hometown, the place represented by the other entity.
-
B.
isMunicipalHomeOf
Indicates that a municipality serves as the official home base or hosting location for a particular entity or organization.
-
C.
hasHomeCity
Indicates that an entity’s primary or official city of residence or affiliation is a specified city.
-
D.
placeOfBirth
Indicates the location where a person or other entity was born.
-
E.
isHomeOf
Indicates that a place serves as the primary residence or base for a person, group, or organization.
- F. None of above.
Provenance (4 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_69abce1f4f0c8190a714e4dcb8449f7e |
completed | March 7, 2026, 7:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f3a007c8190b5c8683ced9d77fa |
completed | March 9, 2026, 8:05 a.m. |
| PD | Predicate disambiguation | batch_69abc58ce2a081908ce2f0cadd92e9f8 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:49 p.m.