Triple
T7493029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Lakes peoples |
E177053
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Banyankole people
The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
|
E667774
|
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: Banyankole people | Statement: [Great Lakes peoples, includes, Banyankole people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banyankole people Context triple: [Great Lakes peoples, includes, Banyankole people]
-
A.
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.
-
B.
Iteso people
The Iteso people are a Nilotic ethnic group primarily inhabiting eastern Uganda and western Kenya, known for their agro-pastoral lifestyle and rich cultural traditions.
-
C.
Ovimbundu people
The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
-
D.
Luba-Kasai people
The Luba-Kasai people are a Bantu ethnic group from the Kasai region of the Democratic Republic of the Congo, known for their rich cultural traditions, political history, and use of the Tshiluba language.
-
E.
Bemba people
The Bemba people are a major Bantu ethnic group of central and northern Zambia, known for their matrilineal social structure, rich oral traditions, and historical Bemba Kingdom.
- 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: Banyankole people Triple: [Great Lakes peoples, includes, Banyankole people]
Generated description
The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banyankole people Target entity description: The Banyankole people are a Bantu ethnic group of southwestern Uganda, traditionally known as cattle-keeping pastoralists and cultivators with a hierarchical social structure and rich cultural heritage.
-
A.
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.
-
B.
Iteso people
The Iteso people are a Nilotic ethnic group primarily inhabiting eastern Uganda and western Kenya, known for their agro-pastoral lifestyle and rich cultural traditions.
-
C.
Ovimbundu people
The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
-
D.
Luba-Kasai people
The Luba-Kasai people are a Bantu ethnic group from the Kasai region of the Democratic Republic of the Congo, known for their rich cultural traditions, political history, and use of the Tshiluba language.
-
E.
Bemba people
The Bemba people are a major Bantu ethnic group of central and northern Zambia, known for their matrilineal social structure, rich oral traditions, and historical Bemba Kingdom.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5784c908190b701959daf082625 |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c7c60b8819090f2c4b16332c557 |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e50fac08190bdcceef0c5f55244 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83ebff75c81908313e6df6f76d3f0 |
completed | March 28, 2026, 8:49 p.m. |
Created at: March 27, 2026, 3:43 p.m.