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Yep. All tombs.

While these tombs are concentrated in this park, there are quite a few scattered throughout Gyeongju, with illumination set up at night.

Climbing these hills is forbidden. A fellow traveler learned from experience (before he knew they were tombs) that if you attempt to do so, a voice from a loudspeaker yells at you in Korean to get down.