Triple
T2358943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hussein Onyango Obama |
E47224
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sarah Onyango Obama
Sarah Onyango Obama was the Kenyan educator and philanthropist known as the step-grandmother of former U.S. President Barack Obama and a prominent advocate for girls’ education.
|
E263454
|
NE FINISHED |
How this triple was built (4 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: Sarah Onyango Obama | Statement: [Hussein Onyango Obama, spouse, Sarah Onyango Obama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sarah Onyango Obama Context triple: [Hussein Onyango Obama, spouse, Sarah Onyango Obama]
-
A.
Habiba Akumu Obama
Habiba Akumu Obama was a Kenyan woman best known as the first wife of Hussein Onyango Obama and the paternal grandmother of former U.S. President Barack Obama.
-
B.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
C.
Malia Obama
Malia Obama is the elder daughter of former U.S. President Barack Obama, known for growing up in the public eye during his presidency and later pursuing studies and work in film and television.
-
D.
Auma Obama
Auma Obama is a Kenyan-British community activist, author, and sociologist known for her work in sustainable development and as the half-sister of former U.S. President Barack Obama.
-
E.
Sasha Obama
Sasha Obama is the younger daughter of former U.S. President Barack Obama and former First Lady Michelle Obama, who grew up in the public eye during her father's presidency.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sarah Onyango Obama Triple: [Hussein Onyango Obama, spouse, Sarah Onyango Obama]
Generated description
Sarah Onyango Obama was the Kenyan educator and philanthropist known as the step-grandmother of former U.S. President Barack Obama and a prominent advocate for girls’ education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sarah Onyango Obama Target entity description: Sarah Onyango Obama was the Kenyan educator and philanthropist known as the step-grandmother of former U.S. President Barack Obama and a prominent advocate for girls’ education.
-
A.
Habiba Akumu Obama
Habiba Akumu Obama was a Kenyan woman best known as the first wife of Hussein Onyango Obama and the paternal grandmother of former U.S. President Barack Obama.
-
B.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
C.
Malia Obama
Malia Obama is the elder daughter of former U.S. President Barack Obama, known for growing up in the public eye during his presidency and later pursuing studies and work in film and television.
-
D.
Auma Obama
Auma Obama is a Kenyan-British community activist, author, and sociologist known for her work in sustainable development and as the half-sister of former U.S. President Barack Obama.
-
E.
Sasha Obama
Sasha Obama is the younger daughter of former U.S. President Barack Obama and former First Lady Michelle Obama, who grew up in the public eye during her father's presidency.
- F. None of above. chosen
Provenance (5 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_69aeb3c37c448190b2d1fd5c404e0050 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb48dfbfc81908193c909315bd030 |
completed | March 9, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb57af28c8190bfca30ad3e7ca8b3 |
completed | March 9, 2026, 11:56 a.m. |
Created at: March 4, 2026, 7:55 p.m.