Triple
T2118085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kirundi |
E43853
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Great Lakes Bantu languages
The Great Lakes Bantu languages are a group of closely related Bantu languages spoken around Africa’s Great Lakes region, including languages such as Kirundi, Kinyarwanda, and Luganda.
|
E234044
|
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: Great Lakes Bantu languages | Statement: [Kirundi, subgroup, Great Lakes Bantu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Great Lakes Bantu languages Context triple: [Kirundi, subgroup, Great Lakes Bantu languages]
-
A.
Northeast Coast Bantu languages
The Northeast Coast Bantu languages are a subgroup of Bantu languages spoken along the eastern African coast, including varieties used in parts of Kenya and Tanzania.
-
B.
Western Bantu languages
Western Bantu languages are a major geographic and linguistic subgroup of the Bantu family spoken primarily in western Central Africa, including parts of countries such as Angola, Gabon, and the Republic of the Congo.
-
C.
Southern Bantu languages
Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
-
D.
Bantu H languages
Bantu H languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Southern Bantoid family.
-
E.
Bantu W languages
Bantu W languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Niger-Congo language family.
- 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: Great Lakes Bantu languages Triple: [Kirundi, subgroup, Great Lakes Bantu languages]
Generated description
The Great Lakes Bantu languages are a group of closely related Bantu languages spoken around Africa’s Great Lakes region, including languages such as Kirundi, Kinyarwanda, and Luganda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Great Lakes Bantu languages Target entity description: The Great Lakes Bantu languages are a group of closely related Bantu languages spoken around Africa’s Great Lakes region, including languages such as Kirundi, Kinyarwanda, and Luganda.
-
A.
Northeast Coast Bantu languages
The Northeast Coast Bantu languages are a subgroup of Bantu languages spoken along the eastern African coast, including varieties used in parts of Kenya and Tanzania.
-
B.
Western Bantu languages
Western Bantu languages are a major geographic and linguistic subgroup of the Bantu family spoken primarily in western Central Africa, including parts of countries such as Angola, Gabon, and the Republic of the Congo.
-
C.
Southern Bantu languages
Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
-
D.
Bantu H languages
Bantu H languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Southern Bantoid family.
-
E.
Bantu W languages
Bantu W languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Niger-Congo language family.
- 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_69a88717cfe48190b7ecdd68c824848a |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbb3117c081908c5e748a869d1f9f |
completed | March 7, 2026, 5:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae307b08148190aa201ac038ce9944 |
completed | March 9, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69ae3106488c8190a044d843a10f531a |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31889bc0819092810ade1961d10e |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:44 p.m.