What is the principle or idea that allele frequency will remain constant unless one or more factors cause those frequencies to change?

The principle is known as Hardy-Weinberg equilibrium. It states that in a non-evolving population, allele frequencies will remain constant from generation to generation unless factors such as mutation, natural selection, genetic drift, gene flow, or non-random mating disrupt the balance.