Location in external career site is showing full address in production and name in non-production

Summary

In our external career sites, we could see the location details showing "Full address" configured in manage location.

However in non-production (test), we could see the "name" configured in manage location.

Is there a way we can control whether to show name or full address in career sites ? Please advise. Screenshots from two instances below.

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23D

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