Triple
T10650272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rozi |
E250947
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object | Lozi language as lingua franca in Western Zambia |
E570282
|
NE FINISHED |
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: Lozi language as lingua franca in Western Zambia | Statement: [Rozi, uses, Lozi language as lingua franca in Western Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lozi language as lingua franca in Western Zambia Context triple: [Rozi, uses, Lozi language as lingua franca in Western Zambia]
-
A.
Lozi language
chosen
The Lozi language is a Bantu language spoken primarily in western Zambia and surrounding regions, serving as the main language of the Lozi people and a lingua franca in parts of south-central Africa.
-
B.
Luba languages
The Luba languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo by the Luba people and neighboring communities.
-
C.
Plateau languages of Nigeria
The Plateau languages of Nigeria are a diverse group of Benue–Congo languages spoken mainly in central Nigeria, known for their significant linguistic variation and relatively small speaker communities.
-
D.
Lugbara language
The Lugbara language is a Central Sudanic language spoken primarily by the Lugbara people of northwestern Uganda and northeastern Democratic Republic of the Congo.
-
E.
Mambwe-Lungu language
The Mambwe-Lungu language is a Bantu language spoken primarily in parts of Zambia and Tanzania by the Mambwe and closely related Lungu communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d97a69a57c81908bf99cac0c0a49f2 |
completed | April 10, 2026, 10:32 p.m. |
Created at: April 8, 2026, 9:06 p.m.