Here are the videos in question. It's hard to tell from the grainy stream, but after seeing this in high-res, it seems (to me, at least), that it's Miyabi there.
NEW: Download the High-res videos here: Sharebee link
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Original article:
There is never a clear shot of her face, but there is definitely a resemblance. The rumored "boyfriend" is Hey! Say! JUMP member Inoo Kei, but this is just inferred from these pictures & the video, so it's really anyone's guess.
There has been no official comment on this.
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The jacket seen in the above images appears to be the same jacket seen in this Buono promo picture: