Triple
T10650299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rotse |
E250948
|
entity |
| Predicate | neighboringEthnicGroup |
P11274
|
FINISHED |
| Object |
Nkoya people
The Nkoya people are a Bantu-speaking ethnic group of western Zambia known for their rich musical traditions, royal heritage, and distinct cultural identity within the region.
|
E994117
|
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: Nkoya people | Statement: [Rotse, neighboringEthnicGroup, Nkoya people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkoya people Context triple: [Rotse, neighboringEthnicGroup, Nkoya people]
-
A.
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.
-
B.
Namwanga people
The Namwanga people are a Bantu ethnic group primarily found in northeastern Zambia and parts of Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
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.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
-
E.
Ndengereko people
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
- 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: Nkoya people Triple: [Rotse, neighboringEthnicGroup, Nkoya people]
Generated description
The Nkoya people are a Bantu-speaking ethnic group of western Zambia known for their rich musical traditions, royal heritage, and distinct cultural identity within the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nkoya people Target entity description: The Nkoya people are a Bantu-speaking ethnic group of western Zambia known for their rich musical traditions, royal heritage, and distinct cultural identity within the region.
-
A.
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.
-
B.
Namwanga people
The Namwanga people are a Bantu ethnic group primarily found in northeastern Zambia and parts of Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
-
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.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
-
E.
Ndengereko people
The Ndengereko people are an ethnic group of coastal Tanzania, culturally and linguistically related to other Swahili-coast Bantu communities.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfe4b97081908815b77612222318 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6684574908190bd7e3d1a7dd6d876 |
completed | May 2, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_69f669527fe881909baeb84ccff506c8 |
completed | May 2, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f669fe4bc48190adba50ad58b10c45 |
completed | May 2, 2026, 9:17 p.m. |
Created at: April 8, 2026, 9:06 p.m.