The phrase
"lobster pot" refers to a type of trap used by fishermen to catch lobsters. It consists of a container with a narrow entrance that allows the lobsters to go in but makes it difficult for them to escape. Metaphorically, it is sometimes used to describe a situation where it is hard to get out of once you are involved in it.
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