Officers said the incident occurred on August 12 in the area of Falls of Neuse Road near Spruce Shadow Lane.
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Authorities said the man tackled and fell on top of a female as she was jogging, attempting to hold her down; however, she was able to escape without injury.
The person in question is described as a black male is about 5' 9", heavier set, and has neck length dread locks and glasses.
Anyone who has information that might assist the investigation of the incident is asked to call Raleigh CrimeStoppers at (919) 834-4357 or visit raleighcrimestoppers.org for text and email reporting options. CrimeStoppers pays cash rewards for anonymous tips that help solve cases.