GC- MS itself does not explain any thing about structure itself you need to study if known compound than use it as reference otherwise use pure compound
In the GC-MS analysis, using suitable solvent is dependent on nature of compounds that you are exploring them. However, you must be regard that aqueous extract is never suggested for GC-MS analysis.
In order to analysis some feature of compounds that obtained from GC-MS output, I suggest using the NIST library.