Issue pulling O365 Group information using Microsoft Graph (permissions issue)

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I'm trying to query a specific O365 Group using Microsoft Graph, however when I try it I'm not able to return anything for this particular group. I can pull other O365 Groups using MS Graph with no problem but I'm not able to see what the other groups have that this particular one does not. Both groups are set to Private, however I noticed when I open these groups in Outlook and look at the welcome email, the group I'm having trouble with has a group UUID in one of the hyperlinks and the others do not. I'm no expert with O365 Groups but has anyone come across anything similar? I can post screenshots if needed.