In the book John Stoddard and his des. 1642-1872. (Google Books), the last name "Pease" is mentioned twice: 1-page 20 and 2- page 52.
Page 52 states under "children of Joseph (78) and Mary Fuller Stoddard" are listed with birthdates and places - Joseph, Zebulon, Jesse, Mary, Perse, Persi, Candace, Joseph, Samuel, Jesse. [The reason there are two boys named the same is the first one had died and many times families reused the names].
189. VI (sixth child) Persi, born Wethersfield, CT, Dec 10, 1778, bap. as Persis in Newington in 1780 m. Uriah Pease and "settled in New York State."
I am a member of CDXVIIC [Colonial Dames 17th Century (please use this designation as there is also a CDA for Colonial Dames of America)] and NSDAR. Both organizations have impeccable qualifications, however, many of the older applications have been found incorrect as records were not available in the early years.
This book John Stoddard ... is available on Google Books and it is a free download if you do not have it. Uriah Pease and Persis Stoddard are in the NSDAR ancestor records. I have not looked for Uriah Pease but if you are looking for a Pease ancestor married to Persis, it is he.
Now Uriah had two wives- 2nd was NAOMI MOORE/MOOR, m 11 May 1766. Now you have to decide if Persis or Naomi was Harvey's mother. There is another book with no email access, print only - Pease Family from Great Baddow England by Richard Bart. This book states that Uriah was the son of Joseph and Sarah Pease. They had 4 sons, though I do not know the names.