Triple
T9606291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lango language |
E231978
|
entity |
| Predicate | belongsToBranch |
P4276
|
FINISHED |
| Object | Luo branch of Western Nilotic |
E277738
|
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: Luo branch of Western Nilotic | Statement: [Lango language, belongsToBranch, Luo branch of Western Nilotic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo branch of Western Nilotic Context triple: [Lango language, belongsToBranch, Luo branch of Western Nilotic]
-
A.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
B.
Saharan branch of Nilo-Saharan
The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
-
C.
Western Nilotic languages
chosen
Western Nilotic languages are a subgroup of the Nilotic branch of the Nilo-Saharan language family spoken primarily in parts of South Sudan, Uganda, Kenya, and neighboring regions.
-
D.
Eastern Nilotic languages
Eastern Nilotic languages are a branch of the Nilotic language family spoken primarily in parts of Kenya, Tanzania, Uganda, South Sudan, and Ethiopia, including languages such as Maasai, Turkana, and Karamojong.
-
E.
Southern Nilotic languages
Southern Nilotic languages are a branch of the Nilotic language family spoken primarily in Kenya, Tanzania, and neighboring regions by various pastoralist and agricultural 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_69ca8485a90c819094fe40b42fde9d70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a6006d48190adc03306533b9be6 |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d17939ed4c8190addfb052b762d454 |
completed | April 4, 2026, 8:48 p.m. |
Created at: March 30, 2026, 8:08 p.m.