The core of geological exploration sampling is obtaining "authentic, complete, and undisturbed" core/soil samples, which directly impacts stratigraphic analysis and engineering decisions. However, in actual construction, problems such as interference from backfill debris, borehole wall collapse in soft soil, and sample loss from sand layers often lead to inaccurate sampling.