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You applied for a UK Direct Airside Transit Visa. Your application was denied for the reason stated in the refusal letter: you are a national of a country (Uganda) whose citizens cannot use a Direct Airside Transit Visa to transit the UK.
You should instead have applied for a UK Visitor in Transit Visa.
Although their names are similar, these two types of visas are not the same. The applications and requirements are different.