The command spokesman, DSP Chidi Nwabuzor who confirmed the deaths, said investigation had commenced to unravel the causes.
He said the case was still a suspected murder until police investigation prooved otherwise.
The News Agency of Nigeria (NAN) reports that the two persons, given as Daniel Osagie and his sister in-law, Unity, were found after three days of searching.
It was gathered that Daniel, a patent medicine dealer, left home with Unity after receiving a call but never came back.
Their bodies were discovered after a little boy said he saw his car inside a bush.
Some residents said over 10 persons had been killed in the community in the past five months.