There are two trail head near each other. You may have been trying to High Ridge Trail Head. That entrance is just a few spots at the end of a road. With the truck you should probably go to Stringers Ridge Park on Spears Ave. They have more parking there and a trailhead.
Go up Spears from Market there is a parking/rest area where the trails start.
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