The Romans were extremely thorough. When they pierced Jesus' side and water came out, they knew (and current medicine would confirm) that the body was dead. They also would be extremely careful around someone that the people despised, to ensure nobody stole the body. The time period has nothing to do with it. The evidence, is that hundreds of people saw him alive afterwards, that there's no body to be found.