An absolute phrase modifies the entire sentence and provides additional detail about a noun, typically consisting of a noun and a participle along with any modifiers. It is often set off from the rest of the sentence by commas.
Here’s an example:
"The sun setting behind the mountains, we decided to start our hike."
In this sentence, "The sun setting behind the mountains" is the absolute phrase that gives more context about the situation during the hike.