ませんでした is the polite past negative ending for verbs. It states that an action did not happen in the past and is suitable for polite speech and writing. Attach it to the verb's ます-stem, such as 読み + ませんでした for “did not read.” Its familiar counterpart is the past negative form ending in なかった.