video_scenario,given_frames,physics_principle,expected_inference,failure_mode,stop_condition ball rolling down ramp,frames 1-3,acceleration,velocity increase over time,constant speed guess,stop after velocity claim person drops keys,frames 2-4,gravity,downward path + terminal contact,hover fiction,stop after path toy car hits block,frames 1-3,conservation of momentum,car slow + block shift,energy creation,stop after shift ice cube melts in sun,frames 3-6,phase change,solid→liquid time expectation,instant melt,stop after time note swing pushed gently,frames 1-4,pendulum motion,periodic arc prediction,random drift,stop after arc book slides on table,frames 2-5,friction,deceleration curve,perpetual motion,stop after deceleration skateboard stops uphill,frames 1-3,gravity + friction,rollback potential,stays suspended,stop after rollback call water splashes basin,frames 2-4,fluid dynamics,diffusion outward exaggeration,geometric shape naming,stop after spread magnet near nails,frames 3-6,attraction,possible movement toward magnet,electric force confusion,stop after movement tree sways in wind,frames 1-4,external force,oscillation direction,no effect claim,stop after vector