Triple
T10591417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auma Obama |
E249997
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Malik Obama
Malik Obama is a Kenyan-American businessman and politician best known as the older half-brother of former U.S. President Barack Obama.
|
E873813
|
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: Malik Obama | Statement: [Auma Obama, relative, Malik Obama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malik Obama Context triple: [Auma Obama, relative, Malik Obama]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Malik Obama Triple: [Auma Obama, relative, Malik Obama]
Generated description
Malik Obama is a Kenyan-American businessman and politician best known as the older half-brother of former U.S. President Barack Obama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malik Obama Target entity description: Malik Obama is a Kenyan-American businessman and politician best known as the older half-brother of former U.S. President Barack Obama.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d381c9d3d48190a29ee491e1696a0e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5277c79808190acc872919eadd126 |
completed | April 7, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d95e85c49c8190a580536be07c0405 |
completed | April 10, 2026, 8:33 p.m. |
| NEDg | Description generation | batch_69d95f80d0c48190b88e3a4b3e42279c |
completed | April 10, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9602748608190b0c971accf44b7aa |
completed | April 10, 2026, 8:40 p.m. |
Created at: April 6, 2026, 12:40 p.m.