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Lose sight of somebody/something
Physical Loss
The phrase often describes literally not being able to see someone or something anymore. 
Visibility Factors
This can happen because of distance, obstacles, or environmental conditions like fog or darkness. 
Not Literal
Sometimes used metaphorically, meaning losing understanding or awareness of something. 