Triple
T3212153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Zambia |
E67303
|
entity |
| Predicate | ethnolinguisticGroups |
P46225
|
FINISHED |
| Object |
Kaonde people
The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
|
E389060
|
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: Kaonde people | Statement: [Northwestern Zambia, ethnolinguisticGroups, Kaonde people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaonde people Context triple: [Northwestern Zambia, ethnolinguisticGroups, Kaonde people]
-
A.
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.
-
B.
Lunda people
The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
-
C.
Ndau people
The Ndau people are an ethnic group of southeastern Africa, primarily inhabiting areas of eastern Zimbabwe and central Mozambique, known for their distinct language and cultural traditions within the broader Shona cultural sphere.
-
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.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
- 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: Kaonde people Triple: [Northwestern Zambia, ethnolinguisticGroups, Kaonde people]
Generated description
The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaonde people Target entity description: The Kaonde people are a Bantu-speaking ethnic group of northwestern Zambia known for their matrilineal social structure, distinctive ironworking history, and rich oral traditions.
-
A.
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.
-
B.
Lunda people
The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
-
C.
Ndau people
The Ndau people are an ethnic group of southeastern Africa, primarily inhabiting areas of eastern Zimbabwe and central Mozambique, known for their distinct language and cultural traditions within the broader Shona cultural sphere.
-
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.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaaba224c8190ad2f4e0ed1c2ca4a |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f0130db48190b6662c8dabf67d1d |
completed | March 14, 2026, 5:20 a.m. |
| NEDg | Description generation | batch_69b4f3d23c348190ac5c66d0ccf2a905 |
completed | March 14, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f437d3408190bcaf3a1e471f938e |
completed | March 14, 2026, 5:38 a.m. |
Created at: March 8, 2026, 3:07 p.m.