After trying the suggestions at mozilla.support.bugzilla, I was unable to get Bugzilla to recognize the system's timezone setting. So, I just went hardcore and moved the existing time zone setting out of the way, and made a new symbolic link directly to the timezone file:
ln -sf /usr/share/zoneinfo/America/Phoenix /etc/localtime
Surprisingly, it worked...
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