facing a blank wall

A term meaning that a person has done everything, but still has no idea how or why that thing happened.
Another is about the Allegory, 3 persons were faced the wall with nothing but shadows as source of joy.

The Police were baffled about a case about a mysterious man's death.
They done everything, but the are facing a blank wall.

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