Police have confirmed the two people have found dead at a property on Wood Hall Road, Pudsey, as 64-year-old Brian Hainsworth and his 57-year-old wife Sharon Hainsworth.
A post mortem examination proved to be inconclusive and further toxicology tests will be undertaken.
An enquiry into the full circumstances of the deaths is ongoing but police are not looking for anyone else in connection with the investigation.