Queries returning empty results randomly

It’s our production system, can’t start from scratch.
Data is ingested using dgraph mutations using JAVA client, it comes from various external sources S3 files, REST APIs etc, transformed into our data model and pushed to dgraph using mutations.
Besides, how would clean up help and recreate same problem?