If You Only Knew was supposed to be Gina Thompson’s sophomore album, released September 21, 1999 on Missy Elliott’s The Gold Mind imprint with Elektra Records. The singles “Yadi Ya” featuring Elliott and “Caught Up” featuring Beanie Sigel were released, but the album was ultimately shelved and Thompson asked to be released from her recording contract.