Triple
T21665231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makonde |
E534696
|
entity |
| Predicate | linguisticBranch |
P1967
|
FINISHED |
| Object | Makonde–Yao group |
—
|
NE NERFINISHED |
How this triple was built (3 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: Makonde–Yao group | Statement: [Makonde, linguisticBranch, Makonde–Yao group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makonde–Yao group Context triple: [Makonde, linguisticBranch, Makonde–Yao group]
-
A.
Ngala–Lingala group
The Ngala–Lingala group is a cluster of closely related Bantu languages and dialects of Central Africa, including Lingala and Bangala, spoken primarily in the Congo River region.
-
B.
Nyoro–Ganda language group
The Nyoro–Ganda language group is a cluster of closely related Bantu languages spoken primarily in Uganda, including varieties such as Runyankole, Runyoro, and Luganda.
-
C.
Sena–Nyanja languages
The Sena–Nyanja languages are a group of closely related Bantu languages spoken primarily in parts of Malawi, Mozambique, and neighboring regions of southeastern Africa.
-
D.
Kwango-Kwilu languages
The Kwango-Kwilu languages are a subgroup of Bantu languages spoken primarily in the Kwango and Kwilu river regions of the Democratic Republic of the Congo and neighboring areas.
-
E.
Southeast Bantu subgroup
The Southeast Bantu subgroup is a branch of the Bantu language family comprising closely related languages spoken primarily in southeastern Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makonde–Yao group Target entity description: The Makonde–Yao group is a subgroup of Bantu languages that includes closely related tongues spoken primarily in southeastern Tanzania, northern Mozambique, and surrounding regions.
-
A.
Ngala–Lingala group
The Ngala–Lingala group is a cluster of closely related Bantu languages and dialects of Central Africa, including Lingala and Bangala, spoken primarily in the Congo River region.
-
B.
Nyoro–Ganda language group
The Nyoro–Ganda language group is a cluster of closely related Bantu languages spoken primarily in Uganda, including varieties such as Runyankole, Runyoro, and Luganda.
-
C.
Sena–Nyanja languages
The Sena–Nyanja languages are a group of closely related Bantu languages spoken primarily in parts of Malawi, Mozambique, and neighboring regions of southeastern Africa.
-
D.
Kwango-Kwilu languages
The Kwango-Kwilu languages are a subgroup of Bantu languages spoken primarily in the Kwango and Kwilu river regions of the Democratic Republic of the Congo and neighboring areas.
-
E.
Southeast Bantu subgroup
The Southeast Bantu subgroup is a branch of the Bantu language family comprising closely related languages spoken primarily in southeastern Africa.
- F. None of above. chosen
Provenance (2 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_69e0c467e1f48190af2650b19175abc4 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef6c0b26c8819092c13e59dcc3c25c |
completed | April 27, 2026, 2 p.m. |
Created at: April 16, 2026, 6:36 p.m.