Triple
T2084702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo language |
E45322
|
entity |
| Predicate | ethnicGroupAssociated |
P194
|
FINISHED |
| Object |
Luo people of Kenya
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.
|
E231976
|
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: Luo people of Kenya | Statement: [Luo language, ethnicGroupAssociated, Luo people of Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo people of Kenya Context triple: [Luo language, ethnicGroupAssociated, Luo people of Kenya]
-
A.
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.
-
B.
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.
-
C.
Nyamwezi people
The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
-
D.
Lio people
The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
-
E.
Sukuma people
The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
- 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: Luo people of Kenya Triple: [Luo language, ethnicGroupAssociated, Luo people of Kenya]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luo people of Kenya Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Nyamwezi people
The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
-
D.
Lio people
The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
-
E.
Sukuma people
The Sukuma people are the largest ethnic group in Tanzania, traditionally agro-pastoralists known for their rich dance, music, and cultural heritage centered around the Lake Victoria region.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba53d4488190a7d9eabcb6904e8e |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273f8e3481908c45f1686072a95d |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae29284a90819088ce2344b139e714 |
completed | March 9, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae29c9b6ac8190a0256fb911afaf72 |
completed | March 9, 2026, 2 a.m. |
Created at: March 4, 2026, 7:41 p.m.