However, when I load the page with the complete thread of original post and its existing replies, I lose the 'Offer your reply' link on the original post.

No, it's just called differently, it's called "Comment on $title"

In reply to Re: Offering a reply and replying by moritz
in thread Offering a reply and replying by LesleyB

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