Triple
T10591431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | And Then Life Happens |
E249998
|
entity |
| Predicate | mainSubject |
P3
|
FINISHED |
| Object | Auma Obama |
E50609
|
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: Auma Obama | Statement: [And Then Life Happens, mainSubject, Auma Obama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auma Obama Context triple: [And Then Life Happens, mainSubject, Auma Obama]
-
A.
Auma Obama
chosen
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.
-
B.
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.
-
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.
Bernard Obama
Bernard Obama is a Kenyan man known primarily as a member of Barack Obama’s extended family and the brother of Auma Obama.
-
E.
Roy Obama
Roy Obama is a Kenyan-born half-brother of former U.S. President Barack Obama, known primarily as a member of the Obama family.
- 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_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_69de550705788190bd35b9763b44f546 |
completed | April 14, 2026, 2:53 p.m. |
Created at: April 6, 2026, 12:40 p.m.