If i want to dispute negative things on my credit report, do i need to dispute all three reports?

i want to dispute a few things (late payments, accounts that im not liable for) do i need to dispute it with all three reporting companys, experian, equifax, ect? or can i just dispute it with one and if it is removed it will remove it from all credit reports??