As far as I can determine, ablative absolute applies to Latin, not English: 'In Latin grammar, an adverbial phrase syntactically independent from
the rest of the sentence and containing a noun or pronoun plus an
adjunct, usually a participle or adjective, with both elements in the
ablative...