The metal band that bands the pencil with the eraser is called the "Ferrule".
There are also ferrules in flutes, brushes, golf clubs, pool cues, umbrellas and ice axes. They all serve the function of binding two parts of an object together or reinforcing an object in some way. They are usually metal but can also be plastic.
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