The blaze was discovered at 16:50 BST by a police officer who noticed "a large amount of smoke and heard an explosion on some wasteland near to the travellers site".
Mrs Philpotts' mother, who lived with the family, said she had heard an explosion and the sound of broken glass but had been unable to reach her daughter because of thick smoke.