Triple
T11303638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kamba language |
E267658
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Central Kenya Bantu languages
Central Kenya Bantu languages are a group of closely related Bantu languages spoken primarily in central regions of Kenya, sharing common linguistic features and historical origins.
|
E916997
|
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: Central Kenya Bantu languages | Statement: [Kamba language, subfamily, Central Kenya Bantu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Kenya Bantu languages Context triple: [Kamba language, subfamily, Central Kenya Bantu languages]
-
A.
Central Bantu languages
Central Bantu languages are a major subgroup of the Bantu language family spoken primarily in central Africa, encompassing numerous closely related languages with shared linguistic features.
-
B.
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.
-
C.
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.
-
D.
Central Bantu
Central Bantu refers to a major subgroup of Bantu languages spoken primarily in central Africa, closely related linguistically and historically to the Southern Bantu languages.
-
E.
western Kenya
Western Kenya is a region of Kenya characterized by its highland landscapes, rich agricultural activity, and diverse ethnic communities, including the Nandi.
- 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: Central Kenya Bantu languages Triple: [Kamba language, subfamily, Central Kenya Bantu languages]
Generated description
Central Kenya Bantu languages are a group of closely related Bantu languages spoken primarily in central regions of Kenya, sharing common linguistic features and historical origins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Kenya Bantu languages Target entity description: Central Kenya Bantu languages are a group of closely related Bantu languages spoken primarily in central regions of Kenya, sharing common linguistic features and historical origins.
-
A.
Central Bantu languages
Central Bantu languages are a major subgroup of the Bantu language family spoken primarily in central Africa, encompassing numerous closely related languages with shared linguistic features.
-
B.
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.
-
C.
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.
-
D.
Central Bantu
Central Bantu refers to a major subgroup of Bantu languages spoken primarily in central Africa, closely related linguistically and historically to the Southern Bantu languages.
-
E.
western Kenya
Western Kenya is a region of Kenya characterized by its highland landscapes, rich agricultural activity, and diverse ethnic communities, including the Nandi.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516bec3e481909cbd0d9c683d2191 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.