Anti aliasing (temporal) causes animated static mesh to disappear

When rendering using antialiasing (temporal) more than 1, I’m losing a static mesh that is animated in the shot. Everything else seems to render though.

If I render with anti aliasing at 1, it renders.
I’ve made sure the keys aren’t on subframes.

Is there any way to fix this?