Your definition of cylinder needs revision.
Please use these sources:
Cylinder (Hard Drive)
Cylinder Head Sector
1 platter still has many cylinders and 'tracks'.
However it should only have 2 Heads.
2 Heads per platter.
This is typical hard drive internals many proprietary hard drives can be slightly different.