Triple
T10483420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Okiek |
E247228
|
entity |
| Predicate | hasSpeakerCommunity |
P5562
|
FINISHED |
| Object |
Okiek people of Tanzania
The Okiek people of Tanzania are an indigenous hunter-gatherer and agro-pastoral community of the East African highlands, culturally and linguistically related to other Okiek groups in Kenya.
|
E866843
|
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: Okiek people of Tanzania | Statement: [Okiek, hasSpeakerCommunity, Okiek people of Tanzania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Okiek people of Tanzania Context triple: [Okiek, hasSpeakerCommunity, Okiek people of Tanzania]
-
A.
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.
-
B.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
C.
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.
-
D.
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.
-
E.
Makonde people
The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
- 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: Okiek people of Tanzania Triple: [Okiek, hasSpeakerCommunity, Okiek people of Tanzania]
Generated description
The Okiek people of Tanzania are an indigenous hunter-gatherer and agro-pastoral community of the East African highlands, culturally and linguistically related to other Okiek groups in Kenya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Okiek people of Tanzania Target entity description: The Okiek people of Tanzania are an indigenous hunter-gatherer and agro-pastoral community of the East African highlands, culturally and linguistically related to other Okiek groups in Kenya.
-
A.
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.
-
B.
Wilyakali people
The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
-
C.
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.
-
D.
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.
-
E.
Makonde people
The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
- 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509678ac88190984f18a2162e2dcf |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dc7fc0cc8190922b7b783d37f542 |
completed | April 10, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69d8e8c81bdc8190b6b6dfe00025b514 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901e1ecf88190acd24a0e20462cb9 |
completed | April 10, 2026, 1:57 p.m. |
Created at: April 6, 2026, 12:22 p.m.