Triple
T2818095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tshiluba |
E54338
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
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.
|
E302549
|
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: Luba-Kasai people | Statement: [Tshiluba, ethnicGroup, Luba-Kasai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luba-Kasai people Context triple: [Tshiluba, ethnicGroup, Luba-Kasai people]
-
A.
Kongo people
The Kongo people are a Bantu ethnic group from Central Africa, primarily in present-day Democratic Republic of the Congo, Republic of the Congo, and Angola, known for their historical Kongo Kingdom and rich cultural, religious, and artistic traditions.
-
B.
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.
-
C.
Pimbwe people
The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Lozi people
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
- 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: Luba-Kasai people Triple: [Tshiluba, ethnicGroup, Luba-Kasai people]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luba-Kasai people Target entity description: 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.
-
A.
Kongo people
The Kongo people are a Bantu ethnic group from Central Africa, primarily in present-day Democratic Republic of the Congo, Republic of the Congo, and Angola, known for their historical Kongo Kingdom and rich cultural, religious, and artistic traditions.
-
B.
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.
-
C.
Pimbwe people
The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Lozi people
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
- 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_69ab49de0af08190b3da69683be1e728 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde6c44d881909f8275b6466e2f20 |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8b344ec8190948b26a5101fb183 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afe9a000c4819085be1794bff0d506 |
completed | March 10, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0010b0ddc8190b4bfb18448f88077 |
completed | March 10, 2026, 11:31 a.m. |
Created at: March 6, 2026, 9:59 p.m.