The phrase "proven fact" means something that has been thoroughly tested, researched, and supported by evidence, making it unquestionably true. Full definition
Similar and related words and phrases are presented below.
In one quote she says she can't prove the facts of her belief and in a second she says the «church» has the facts on its side. (religion.blogs.cnn.com)