Triple
T10986346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habiba Akumu Obama |
E259639
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Hussein Onyango Obama |
E47224
|
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: Hussein Onyango Obama | Statement: [Habiba Akumu Obama, spouse, Hussein Onyango Obama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hussein Onyango Obama Context triple: [Habiba Akumu Obama, spouse, Hussein Onyango Obama]
-
A.
Hussein Onyango Obama
chosen
Hussein Onyango Obama was the Kenyan grandfather of U.S. President Barack Obama, known for his service as a cook for the British in World War II and his role in the Obama family’s roots in western Kenya.
-
B.
Mark Obama Ndesandjo
Mark Obama Ndesandjo is an American businessman, author, and pianist known for his work in China and for being a half-brother of former U.S. President Barack Obama.
-
C.
Ngina Kenyatta
Ngina Kenyatta is a former First Lady of Kenya and influential Kenyan public figure, best known as the widow of founding president Jomo Kenyatta and matriarch of the Kenyatta family.
-
D.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
E.
Lucy Kibaki
Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
- 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d787b2e4a88190a81504eee77e2298 |
completed | April 9, 2026, 11:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e344e9c66c81909163cea6aa9276e0 |
completed | April 18, 2026, 8:46 a.m. |
Created at: April 8, 2026, 9:24 p.m.