Bluff catch or fold the river?

Villain had 3-bet me from his BU 3 times now in the past 10-20 hands.
2 hands earlier I woke up with AA and he had raised from UTG with 88 I 3-bet he called flop came
775 rainbow, flop went check check , turn was a 6 of spades leaving 2 spades on board, villain bet double pot ($.70)
I can over top with $1.35 all in and he called showing 88 river didn’t help him. Idk what to label him at this point but I don’t think he’s playing optimal that way with 88.


$0.01/$0.02 No Limit Holdem
PokerStars
6 Players
Hand Conversion Powered by WeakTight Poker Hand History Converter

Stacks:
UTG ($2) 100bb
UTG+1 Hero ($2.82) 141bb
CO ($0.62) 31bb
BTN ($3.28) 164bb
SB ($3.36) 168bb
BB ($2.71) 136bb

Pre-Flop: (0.03, 6 players) Hero is UTG+1
1 fold, Hero raises to $0.06, 3 folds, BB raises to $0.19, Hero calls $0.13
Flop: ($0.39, 2 players)

BB checks, Hero bets $0.19, BB calls $0.19

Turn: ($0.77, 2)
BB checks, Hero checks River: ($0.77, 2)

BB goes all-in $2.33, Hero....?

This is his 3rd time 3-betting my BB raise from his BU in a short span. I decide to call preflop I give him 88+,AT+,KQ,KJs,QJs,JTs

Flop comes he checks I bet my T I don’t assume he has an ace it’s definitely in his range but not always. He calls and on turn another ace comes and he checks to me, I don’t really put him on the A now because it’s slightly less likely also with draws on board I would expect him to bet it. I decide to check because I didn’t know what he had and don’t want to get checkraised we do have a pair and maybe we can check to river. River comes and he shoves all in, He’s already proven he can overplay middle pairs also a lot of busted draws on board. I have a bluff catcher at this point and I need to be good half the time? Maybe he has KQcc, KJcc , JQ, ?