Triple
T10986362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habiba Akumu Obama |
E259639
|
entity |
| Predicate | hasAncestor |
P369
|
FINISHED |
| Object | Luo people of western Kenya |
E231976
|
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: Luo people of western Kenya | Statement: [Habiba Akumu Obama, hasAncestor, Luo people of western Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo people of western Kenya Context triple: [Habiba Akumu Obama, hasAncestor, Luo people of western Kenya]
-
A.
Luo people of Kenya
chosen
The Luo people of Kenya are a Nilotic ethnic group primarily inhabiting the region around Lake Victoria, known for their rich oral traditions, fishing and farming livelihoods, and significant influence on Kenyan politics and culture.
-
B.
Orma people of Kenya
The Orma people of Kenya are a Cushitic-speaking pastoralist ethnic group primarily inhabiting the Tana River region, known for their cattle herding traditions and close cultural ties to other Oromo-related communities in the Horn of Africa.
-
C.
Luo people of Tanzania
The Luo people of Tanzania are a Nilotic ethnic group primarily residing around the Lake Victoria region, culturally and linguistically related to other Luo communities of East Africa.
-
D.
Luo people of Uganda
The Luo people of Uganda are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their rich oral traditions, cattle-keeping heritage, and significant influence on the region’s political and cultural history.
-
E.
Kenyan Luo
Kenyan Luo is a Nilotic ethnic group in western Kenya, primarily around Lake Victoria, known for its Dholuo language and rich cultural traditions in music, storytelling, and fishing.
- 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.