East Africa Public-Domain Corpora
Collection
Digitized public-domain sources: history, law, health, agriculture, maps, language. Terra preta for agents — soil that compounds with use. • 8 items • Updated
Datasets:
id stringclasses 7
values | kingdom stringclasses 6
values | region stringclasses 4
values | dates stringclasses 7
values | leader stringclasses 7
values | capital stringclasses 6
values | military_innovation stringclasses 6
values | strategic_principle stringclasses 6
values | source stringclasses 7
values | tags listlengths 4 4 | event stringclasses 1
value | description stringclasses 1
value | strategic_lesson stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ZUL001 | Zulu Kingdom | Southern Africa | 1816-1879 | Shaka kaSenzangakhona | kwaBulawayo | Iklwa stabbing spear + bull-horn formation | Total system transformation — weaponry, formation, training culture simultaneously | Isaacs 1836 (PD) | [
"zulu",
"shaka",
"southern-africa",
"military"
] | null | null | null |
ETH001 | Ethiopian Empire (Solomonic) | East Africa | 1270-1974 | Yohannes IV / Menelik II | Addis Ababa | Combined traditional + modern arms (Adwa 1896) | Diplomatic intelligence + terrain mastery + timing — defeated Italian colonial force at Adwa | Historical records (PD) | [
"ethiopia",
"adwa",
"east-africa",
"independence"
] | null | null | null |
MAL001 | Mali Empire | West Africa | 1235-1600 | Sundiata Keita / Mansa Musa | Niani | Professional cavalry + loyal infantry (simbon) | Economic power through gold/salt control enables military dominance — control the exchange, control the region | Ibn Battuta accounts (PD), Oral traditions | [
"mali",
"sundiata",
"west-africa",
"commerce"
] | null | null | null |
AKS001 | Kingdom of Aksum | East Africa (Ethiopia/Eritrea) | 100-940 AD | Ezana of Aksum | Aksum | Naval + land combined operations | Control Red Sea trade = control regional wealth + political influence | Aksumite inscriptions (PD) | [
"aksum",
"ethiopia",
"trade",
"naval"
] | null | null | null |
GHA001 | Ghana Empire | West Africa | 700-1240 AD | Tunka Manin (documented by Al-Bakri) | Kumbi Saleh | Iron weapons + organized standing army | First mover advantage in iron technology = military dominance over neighboring states | Al-Bakri, Book of Routes and Realms, 1068 (PD) | [
"ghana",
"west-africa",
"iron",
"trade"
] | null | null | null |
MTC001 | null | Southern Africa | 1815-1840 | Multiple (Shaka Zulu catalyst) | null | null | null | Historical accounts (PD) | [
"mfecane",
"southern-africa",
"military-revolution",
"shaka"
] | Mfecane | The 'crushing' — Shaka's military revolution triggered a wave of forced migrations and state formations across southern Africa. Kingdoms formed, merged, fled, or were absorbed. The region's political geography was remade in 25 years. | Revolutionary military capability reshapes entire regional systems, not just single battles |
SWA001 | Swahili Coast City-States | East Africa | 700-1500 AD | Various sultans (Kilwa, Mombasa, Malindi) | Multiple (Kilwa, Zanzibar, Mombasa) | Naval commerce defense + diplomatic alliance over territorial conquest | Control of Indian Ocean trade routes = wealth without territory — economic power precedes military need | Ibn Battuta, Rihla, 1331 (PD) | [
"swahili",
"east-africa",
"trade",
"coastal"
] | null | null | null |
African Kingdoms — Historical Dataset
Structured historical data on major African kingdoms and their military, economic, and strategic innovations. All public domain sources.
Kingdoms Covered
- Zulu Kingdom (Shaka)
- Ethiopian Empire (Adwa victory)
- Mali Empire (Sundiata, Mansa Musa)
- Kingdom of Aksum
- Ghana Empire
- Swahili Coast City-States
- Mfecane (military revolution, southern Africa)
All content sourced from public domain primary sources and documented historical accounts.
Use this dataset with the coordination stack
- Evaluate any model on Swahili agent tasks: kipimo —
pip install kipimo· leaderboard - Run the MCP servers this data serves:
pip install reli-cli && reli list— 33 servers on the official MCP Registry underio.github.gabrielmahia - Route tasks across servers: africa-coord-bus — offline-first event bus with a built-in Kenya routing table
- All East Africa datasets: huggingface.co/gmahia
Open weights welcome: these resources are model-agnostic by design — closed APIs, open-weight models (Kimi, GLM, DeepSeek, Nemotron, Llama), and small distilled models score on equal terms.
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