Triple
T10921712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ndesandjo Consulting |
E257962
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Mark Obama Ndesandjo |
E47584
|
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: Mark Obama Ndesandjo | Statement: [Ndesandjo Consulting, associatedWith, Mark Obama Ndesandjo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Obama Ndesandjo Context triple: [Ndesandjo Consulting, associatedWith, Mark Obama Ndesandjo]
-
A.
Mark Obama Ndesandjo
chosen
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.
-
B.
Hussein Onyango Obama
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77082a1488190850a4409339c3e1e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c7e869748190991e06d9df50faa9 |
completed | April 18, 2026, 6:05 p.m. |
Created at: April 8, 2026, 9:22 p.m.