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Fragmentary
Partial Knowledge
Use 'fragmentary' when someone knows only a bit about a subject, not everything. 
Missing Pieces
'Fragmentary' implies something is missing, which keeps it from being complete. 
Not Negative
The term 'fragmentary' doesn't always suggest a negative situation; it can be neutral. 