It appears to be a spill of some material. As drumchaser noted, it could be one of several materials. Based on the flushing appearance at the edge of the spill and the asphalt within the depression, the culprit is an aliphatic hydrocarbon (oil, gasoline, diesel, etc.).
There seems to be a lot of raveled aggregate nearby...is that from the same depression or is it occurring overall? If occurring in a lot of areas, you might want to make sure your mix has adequate binder and that is was placed at the right temperature. Raveling can be caused by undercompaction, cold placement, low asphalt content, high voids, poor gradation, etc.
There are not any really inexpensive ways to conclusively test for the damaging material. Most aliphatic hydrocarbons are closely akin to asphalt cement, since it is one as well.
Fortunately, this is a relatively small area. The source could have been anything from a parked piece of equipment to the paving machine, though if the paving machine, you would likely see repetitive spots of the same condition.
Unless the owner has a lot of equipment or processes that might have contributed to this, it is unlikely you'll be able to tag him for it. The construction process usually has more opportunity to cause this type of damage than the owner; however, only field investigation and evaluation can tell that...not a forum response.