Triple
T2254083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Nilotic languages |
E49679
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Luo people of 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 Kenya | Statement: [Southern Nilotic languages, associatedWith, Luo people of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo people of Kenya Context triple: [Southern Nilotic languages, associatedWith, Luo people of 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.
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.
-
C.
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.
-
D.
Kiliwa people
The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
-
E.
Wamba Wamba people
The Wamba Wamba people are an Aboriginal Australian group whose traditional lands lie in the Riverina region of New South Wales and northern Victoria, particularly around the Murray River.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc12029548190af9f2cdd7a4de2d6 |
completed | March 7, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1dd6fc8190bd762fb3a17258b0 |
completed | March 9, 2026, 6:39 a.m. |
Created at: March 4, 2026, 7:47 p.m.