Where can you catch Arceus in Pokemon Platinum?

well first you have to go to calave city and go to the pokemart talk to the guy with the green hat and he will give you the azure Flute then go to spirit pillar and use it

then stairs will apear go up theem and arceus will be there[hope this helped]