Is went an abstract noun

The Word 'go' is sometimes an abstract noun itself.

Some examples:

I'll have a go at answering your question.

He has no get up and go.

He was able to make a go of the flower shop.

The abstract noun form of the verb to 'go' is the gerund, going.

Example: Our going will show them that we support their efforts.