Triple
T7161902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Bantu |
E166965
|
entity |
| Predicate | hasHistoricalRelation |
P10260
|
FINISHED |
| Object |
Bantu expansion
The Bantu expansion was a major series of migrations by Bantu-speaking peoples across sub-Saharan Africa that spread related languages, ironworking, and agricultural practices over much of the continent.
|
E645175
|
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: Bantu expansion | Statement: [Central Bantu, hasHistoricalRelation, Bantu expansion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu expansion Context triple: [Central Bantu, hasHistoricalRelation, Bantu expansion]
-
A.
Eastern Bantu
Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
-
B.
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.
-
C.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
D.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
-
E.
Grassfields peoples
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
- 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: Bantu expansion Triple: [Central Bantu, hasHistoricalRelation, Bantu expansion]
Generated description
The Bantu expansion was a major series of migrations by Bantu-speaking peoples across sub-Saharan Africa that spread related languages, ironworking, and agricultural practices over much of the continent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu expansion Target entity description: The Bantu expansion was a major series of migrations by Bantu-speaking peoples across sub-Saharan Africa that spread related languages, ironworking, and agricultural practices over much of the continent.
-
A.
Eastern Bantu
Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
-
B.
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.
-
C.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
D.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
-
E.
Grassfields peoples
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
- 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_69c68887a5cc8190bec0ea96227164f7 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e82e4b248190ad3c3863cb93971e |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adc4b7648190969fab0351f9fd22 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7ae44e0d48190818b193e03aba6a4 |
completed | March 28, 2026, 10:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7aeb68c3481909c6dff8ee51349ab |
completed | March 28, 2026, 10:34 a.m. |
Created at: March 27, 2026, 2:47 p.m.