Triple
T22253520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kingwana dialect |
E550038
|
entity |
| Predicate | developedFrom |
P1245
|
FINISHED |
| Object | East African Swahili varieties |
—
|
NE NERFINISHED |
How this triple was built (2 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: East African Swahili varieties | Statement: [Kingwana dialect, developedFrom, East African Swahili varieties]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East African Swahili varieties Context triple: [Kingwana dialect, developedFrom, East African Swahili varieties]
-
A.
Sabaki languages
The Sabaki languages are a subgroup of Bantu languages spoken along the East African coast and nearby regions, including well-known varieties such as Swahili.
-
B.
East African languages
East African languages are a diverse group of Bantu and Cushitic languages spoken across countries like Kenya, Tanzania, Uganda, and neighboring regions, many of which have significantly shaped regional creoles and lingua francas.
-
C.
Swahili language
chosen
Swahili is a major Bantu language widely spoken in East and Central Africa, serving as a regional lingua franca and an official language in several countries including Tanzania and Kenya.
-
D.
Mwimbi dialect
The Mwimbi dialect is a regional variety of the Bantu Meru language spoken by the Mwimbi people in eastern Kenya.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e42adb8819087714772ea606709 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f138c0c4f48190a75473a7835014f1 |
completed | April 28, 2026, 10:46 p.m. |
Created at: April 16, 2026, 8:39 p.m.