Thomas O. Burton, appellant, brought a case against William L. Smith and others, appellees. The dispute centered around the ownership of certain real estate in Kentucky that had been sold by the United States to Thomas’ father-in-law in 1820 under an act of Congress which provided for such sales at public auction. Thomas argued that he was entitled to the property as his wife's heir since she had inherited it from her father upon his death in 1837; however, Smith and other defendants claimed they were rightful owners due to their purchase of the land from another party who held title through adverse possession prior to Thomas' claim being made known. The Supreme Court ultimately ruled in favor of Smith and other defendants on grounds that they acquired valid title through prescription before any notice or knowledge existed regarding Thomas' right as heir to his deceased wife's inheritance rights over said property.

In Thomas O. Burton v. William L. Smith and Others, the Supreme Court was tasked with deciding whether a deed of trust executed by Burton to secure payment of his debt to Smith had been properly discharged when he paid off the debt in full before it came due. The majority opinion held that since no specific provision for discharge was included in the deed, it could not be considered legally discharged until after its maturity date had passed or some other form of legal action taken to release it from record. However, Justice McLean dissented on this point and argued that equity should prevail over strict adherence to technicalities; as such, he believed that Burton's payment prior to maturity should have sufficed as sufficient evidence of discharge without any additional formalities being necessary under law or equity principles. He further noted that if courts were too rigidly bound by technical rules at all times then justice would often suffer and creditors would be unjustly enriched at their expense - something which ought not occur in a civilized society governed by laws based upon fairness and equality for all parties involved