A well supported testable explanation of phenomena that have occurred in the natural world is called

For the answer to the question above, the answer is simply a "Scientific Theory"

it is a well-substantiated and well-presented explanation of the natural world, it is based on repeatedly confirmed through observation and experiment of the said phenomena. These are not the wild guess but reliable facts of the real world events.