Triple
T2358941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hussein Onyango Obama |
E47224
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Akumu Nyanjoga |
E47225
|
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: Akumu Nyanjoga | Statement: [Hussein Onyango Obama, spouse, Akumu Nyanjoga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akumu Nyanjoga Context triple: [Hussein Onyango Obama, spouse, Akumu Nyanjoga]
-
A.
Ngethe Njoroge
Ngethe Njoroge is a Kenyan diplomat and journalist known for his work in international relations and as the father of musician Tom Morello.
-
B.
Habiba Akumu Nyanjoga
chosen
Habiba Akumu Nyanjoga was a Kenyan woman of the Luo ethnic group best known as the paternal grandmother of former U.S. President Barack Obama.
-
C.
Joseph Gikatilla
Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
-
D.
Jacob Mudenda
Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
-
E.
Moses Wetang'ula
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc720b9048190a5d3b19e5e1f373a |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9638ef948190adf945aba42fac76 |
completed | March 9, 2026, 9:43 a.m. |
Created at: March 4, 2026, 7:55 p.m.