describe or explain

The subject was science, and I heard a useful distinction made between ‘describing’ and ‘explaining’. The former is more open to alternative interpretations of what the thing/phenomenon is, showing us what there is to experience. The latter is more closed, trying to say why it is and why it is the way it is.