diff --git a/data/interaction/clips.csv b/data/interaction/clips.csv
index 6a7707854b1df0d62d43201da3792de1f6b3086e..c3acb02a3bf067ae75e5f46bcfd009c85a0ae29b 100644
--- a/data/interaction/clips.csv
+++ b/data/interaction/clips.csv
@@ -1 +1,148 @@
-clip_id,source_video_id,dog_id,person_id,start_sec,end_sec,duration_sec,dog_behavior,interaction,split,valid,notes
+clip_id,source_video_id,dog_id,person_id,start_sec,end_sec,duration_sec,dog_behavior,interaction,split,valid,notes
+d01_p01_v01_c001,d01_p01_v01,d01,p01,12.084,17.637,5.553,play,playing_together,,1,
+d01_p01_v01_c002,d01_p01_v01,d01,p01,22.338,27.338,5,play,playing_together,,1,
+d01_p01_v01_c003,d01_p01_v01,d01,p01,182.489,186.489,4,play,playing_together,,1,
+d01_p01_v01_c004,d01_p01_v01,d01,p01,245.002,250.002,5,play,playing_together,,1,
+d02_p02_v01_c001,d02_p02_v01,d02,p02,136.152,141.259,5.107,play,playing_together,,1,
+d02_p02_v01_c002,d02_p02_v01,d02,p02,168.024,172.701,4.677,play,playing_together,,1,
+d02_p02_v01_c003,d02_p02_v01,d02,p02,189.84,194.065,4.225,play,playing_together,,1,
+d02_p02_v01_c004,d02_p02_v01,d02,p02,328.668,334.789,6.121,play,playing_together,,1,
+d03_p03_v01_c001,d03_p03_v01,d03,p03,31.498,32.735,1.237,play,playing_together,,0,too_short
+d03_p03_v01_c002,d03_p03_v01,d03,p03,230.472,235.929,5.457,play,playing_together,,1,
+d03_p03_v01_c003,d03_p03_v01,d03,p03,355.722,361.977,6.255,play,playing_together,,1,
+d04_p04_v01_c001,d04_p04_v01,d04,p04,124.433,127.728,3.295,other,petting,,1,dog_behavior_unconfirmed
+d04_p04_v01_c002,d04_p04_v01,d04,p04,137.197,138.996,1.799,play,playing_together,,0,too_short
+d05_p05_v01_c001,d05_p05_v01,d05,p05,181.417,184.543,3.126,eat_drink,hand_feeding,,1,
+d05_p05_v01_c002,d05_p05_v01,d05,p05,223.355,229.226,5.871,play,playing_together,,1,
+d05_p05_v01_c003,d05_p05_v01,d05,p05,399.696,403.501,3.805,play,playing_together,,1,
+d05_p05_v01_c004,d05_p05_v01,d05,p05,440.682,445.304,4.622,play,playing_together,,1,
+d06_p06_v01_c001,d06_p06_v01,d06,p06,457.274,461.836,4.562,play,playing_together,,1,
+d06_p06_v01_c002,d06_p06_v01,d06,p06,499.977,505.129,5.152,play,playing_together,,1,
+d06_p06_v01_c003,d06_p06_v01,d06,p06,609.368,616.919,7.551,play,playing_together,,1,
+d07_p07_v01_c001,d07_p07_v01,d07,p07,25.599,29.003,3.404,other,petting,,1,source_interpet_dog05_p12_take06_ego_002
+d07_p07_v01_c002,d07_p07_v01,d07,p07,31.106,34.370,3.264,other,petting,,1,source_interpet_dog05_p12_take06_ego_002
+d08_p08_v01_c001,d08_p08_v01,d08,p08,5.863,7.542,1.679,other,petting,,1,source_interpet_dog03_p02_take02_ego_002;short_clip
+d08_p08_v01_c002,d08_p08_v01,d08,p08,13.937,15.802,1.865,other,petting,,1,source_interpet_dog03_p02_take02_ego_002;short_clip
+d07_p07_v02_c001,d07_p07_v02,d07,p07,4.147,8.428,4.281,other,petting,,1,source_interpet_dog05_p12_take07_ego_002
+d07_p07_v02_c002,d07_p07_v02,d07,p07,9.490,13.366,3.876,other,petting,,1,source_interpet_dog05_p12_take07_ego_002
+d09_p09_v01_c001,d09_p09_v01,d09,p09,13.768,17.106,3.338,other,petting,,1,source_youtube_Jo1c1fPOEuQ
+d09_p09_v01_c002,d09_p09_v01,d09,p09,17.539,21.963,4.424,other,petting,,1,source_youtube_Jo1c1fPOEuQ;partial_human_body;brief_contact
+d10_p10_v01_c001,d10_p10_v01,d10,p10,0.860,2.772,1.912,eat_drink,hand_feeding,,1,source_interpet_dog06_p13_take06_ego_001;short_clip
+d11_p11_v01_c001,d11_p11_v01,d11,p11,76.489,82.270,5.781,other,petting,,1,source_youtube_-cGDYI-s-cQ;partial_human_body
+d11_p11_v01_c002,d11_p11_v01,d11,p11,83.013,91.157,8.144,other,petting,,1,source_youtube_-cGDYI-s-cQ;partial_human_body
+d12_p12_v01_c001,d12_p12_v01,d12,p12,0.000,6.041,6.041,play,no_interaction,,1,source_youtube_3dMKR5i9iNQ;dog_self_play;no_physical_contact
+d12_p12_v01_c002,d12_p12_v01,d12,p12,11.630,18.349,6.719,play,no_interaction,,1,source_youtube_3dMKR5i9iNQ;dog_self_play;no_physical_contact
+d12_p12_v01_c003,d12_p12_v01,d12,p12,175.039,176.881,1.842,other,petting,,1,source_youtube_3dMKR5i9iNQ;short_clip
+d13_p13_v01_c001,d13_p13_v01,d13,p13,406.838,410.330,3.492,other,petting,,1,source_youtube_3dMKR5i9iNQ;partial_human_body
+d14_p14_v01_c001,d14_p14_v01,d14,p14,530.015,536.264,6.249,play,playing_together,,1,source_P-08_raw_video_cam-1
+d14_p14_v02_c001,d14_p14_v02,d14,p14,550.784,557.349,6.565,play,playing_together,,1,source_P-08_raw_video_cam-4
+d15_p15_v01_c001,d15_p15_v01,d15,p15,492.582,498.046,5.464,play,playing_together,,1,source_P-09_raw_video_cam-1
+d15_p15_v01_c002,d15_p15_v01,d15,p15,508.784,513.907,5.123,play,playing_together,,1,source_P-09_raw_video_cam-1
+d15_p15_v02_c001,d15_p15_v02,d15,p15,160.703,170.942,10.239,play,playing_together,,1,source_P-09_raw_video_cam-6
+d15_p15_v02_c002,d15_p15_v02,d15,p15,302.425,310.628,8.203,play,playing_together,,1,source_P-09_raw_video_cam-6
+d15_p15_v02_c003,d15_p15_v02,d15,p15,383.409,391.924,8.515,play,playing_together,,1,source_P-09_raw_video_cam-6
+d16_p16_v01_c001,d16_p16_v01,d16,p16,113.000,119.000,6.000,eat_drink,hand_feeding,,1,source_youtube_2EGY6fNHESc;fixed_wide_indoor;confidence_high
+d16_p16_v01_c002,d16_p16_v01,d16,p16,192.000,198.000,6.000,other,no_interaction,,1,source_youtube_2EGY6fNHESc;no_physical_contact;dog_attentive_to_trainer;confidence_low
+d16_p16_v01_c003,d16_p16_v01,d16,p16,376.000,381.000,5.000,eat_drink,hand_feeding,,1,source_youtube_2EGY6fNHESc;fixed_wide_indoor;confidence_high
+d17_p17_v01_c001,d17_p17_v01,d17,p17,40.000,46.000,6.000,other,no_interaction,,1,source_youtube_BTEKQkAPB9M;puppy_independent_sniffing;no_physical_contact;confidence_high
+d17_p17_v01_c002,d17_p17_v01,d17,p17,128.000,134.000,6.000,eat_drink,hand_feeding,,1,source_youtube_BTEKQkAPB9M;hand_reward_and_bed_guidance;confidence_medium
+d18_p18_v01_c001,d18_p18_v01,d18,p18,456.000,461.000,5.000,eat_drink,hand_feeding,,1,source_youtube_ST1mdOtZGWE;visible_hand_to_mouth_reward;confidence_high
+d19_p19_v01_c001,d19_p19_v01,d19,p19,303.500,308.500,5.000,eat_drink,hand_feeding,,1,source_youtube_AoM9tis3t2c;food_lure_followed_by_handling;boundary_sample;confidence_low
+d12_p12_v01_c004,d12_p12_v01,d12,p12,302.000,308.000,6.000,other,no_interaction,,1,source_youtube_3dMKR5i9iNQ;dog_resting;no_physical_contact;confidence_high
+d12_p12_v02_c001,d12_p12_v02,d12,p12,281.000,286.000,5.000,other,no_interaction,,1,source_youtube_AoM9tis3t2c;dog_lying_beside_person;no_visible_touch;confidence_medium
+d20_p20_v01_c001,d20_p20_v01,d20,p20,118.000,124.000,6.000,eat_drink,hand_feeding,,1,source_youtube_f0kpcj5sZmQ;fixed_third_person_indoor;hand_reward;confidence_high
+d20_p20_v01_c002,d20_p20_v01,d20,p20,248.000,254.000,6.000,eat_drink,hand_feeding,,1,source_youtube_f0kpcj5sZmQ;fixed_third_person_indoor;hand_reward;confidence_high
+d20_p20_v01_c003,d20_p20_v01,d20,p20,312.000,318.000,6.000,other,petting,,1,source_youtube_f0kpcj5sZmQ;fixed_third_person_indoor;sustained_contact;confidence_high
+d21_p21_v01_c001,d21_p21_v01,d21,p21,164.000,170.000,6.000,eat_drink,hand_feeding,,1,source_youtube_9gMif3ECaSs;indoor_training;hand_reward;confidence_high
+d22_p22_v01_c001,d22_p22_v01,d22,p22,88.000,94.000,6.000,eat_drink,hand_feeding,,1,source_youtube_5RVDV5bQi5Q;fixed_indoor;hand_to_mouth_reward;confidence_high
+d23_p23_v01_c001,d23_p23_v01,d23,p23,754.000,760.000,6.000,eat_drink,hand_feeding,,1,source_youtube_ckWzAqJEhKg;indoor_kitchen;reward_lure;framing_less_ideal;confidence_medium
+d24_p24_v01_c001,d24_p24_v01,d24,p24,383.000,387.500,4.500,other,no_interaction,,1,source_youtube_yr1olzgidMw;person_talking_and_gesturing;no_physical_contact;confidence_high
+d24_p24_v01_c002,d24_p24_v01,d24,p24,427.000,433.000,6.000,other,no_interaction,,1,source_youtube_yr1olzgidMw;dog_lying_near_person;no_physical_contact;confidence_high
+d25_p25_v01_c001,d25_p25_v01,d25,p25,88.000,94.000,6.000,other,petting,,1,source_youtube_mqR3iU6nmHY;dog_massage;partial_human_body;confidence_medium
+d10_p26_v01_c001,d10_p26_v01,d10,p26,306.000,312.000,6.000,play,playing_together,,1,source_P-14_raw_video_cam-7;interpet_dog06_p14;handshake;confidence_high
+d26_p27_v01_c001,d26_p27_v01,d26,p27,536.000,542.000,6.000,play,playing_together,,1,source_P-15_raw_video_cam-7;interpet_dog07_p15;toy_play;confidence_high
+d26_p27_v01_c002,d26_p27_v01,d26,p27,914.000,920.000,6.000,play,playing_together,,1,source_P-15_raw_video_cam-7;interpet_dog07_p15;toy_play;confidence_high
+d26_p28_v01_c001,d26_p28_v01,d26,p28,171.000,177.000,6.000,other,petting,,1,source_P-16_raw_video_cam-7;interpet_dog07_p16;sustained_contact;confidence_high
+d27_p29_v01_c001,d27_p29_v01,d27,p29,93.000,99.000,6.000,play,playing_together,,1,source_P-17_raw_video_cam-7;interpet_dog08_p17;follow_and_jump_play;confidence_high
+d27_p29_v01_c002,d27_p29_v01,d27,p29,400.000,406.000,6.000,play,playing_together,,1,source_P-17_raw_video_cam-7;interpet_dog08_p17;toy_play;confidence_high
+d28_p30_v01_c001,d28_p30_v01,d28,p30,6.000,9.500,3.500,eat_drink,hand_feeding,,1,source_pexels_8434055;external;indoor;feeding_bowl;confidence_medium
+d29_p31_v01_c001,d29_p31_v01,d29,p31,3.500,8.500,5.000,eat_drink,hand_feeding,,0,source_pexels_11122580;external;outdoor;partial_human_body;confidence_high
+d30_p32_v01_c001,d30_p32_v01,d30,p32,1.669,8.646,6.977,play,playing_together,,1,source_smarthomebench_0022;external;fixed_ring_indoor;tug_play;confidence_high
+d30_p32_v01_c002,d30_p32_v01,d30,p32,9.846,13.32,3.474,play,playing_together,,1,source_smarthomebench_0022;external;fixed_ring_indoor;tug_play;confidence_high
+d30_p32_v01_c003,d30_p32_v01,d30,p32,14.352,21.777,7.425,play,playing_together,,1,source_smarthomebench_0022;external;fixed_ring_indoor;tug_play;confidence_high
+d31_p33_v01_c001,d31_p33_v01,d31,p33,2.57,5.944,3.374,play,playing_together,,1,source_smarthomebench_0058;external;fixed_ring_outdoor;subjects_small;confidence_medium
+d31_p33_v01_c002,d31_p33_v01,d31,p33,9.345,12.953,3.608,play,playing_together,,1,source_smarthomebench_0058;external;fixed_ring_outdoor;subjects_small;confidence_medium
+d31_p33_v01_c003,d31_p33_v01,d31,p33,14.615,17.911,3.296,play,playing_together,,1,source_smarthomebench_0058;external;fixed_ring_outdoor;subjects_small;confidence_medium
+d32_p34_v01_c001,d32_p34_v01,d32,p34,0,4.685,4.685,play,playing_together,,1,source_smarthomebench_0828;external;fixed_ring_outdoor;snow;subjects_distant;confidence_medium
+d32_p34_v01_c002,d32_p34_v01,d32,p34,8.36,13.127,4.767,play,playing_together,,1,source_smarthomebench_0828;external;fixed_ring_outdoor;snow;subjects_distant;confidence_medium
+d32_p34_v01_c003,d32_p34_v01,d32,p34,17.156,22.324,5.168,play,playing_together,,1,source_smarthomebench_0828;external;fixed_ring_outdoor;snow;subjects_distant;confidence_medium
+d33_p35_v01_c001,d33_p35_v01,d33,p35,2.076,6.465,4.389,eat_drink,hand_feeding,,1,source_mixkit_1490;external;outdoor;vegetation_occlusion;confidence_medium
+d33_p35_v01_c002,d33_p35_v01,d33,p35,6.791,12.526,5.735,other,petting,,1,source_mixkit_1490;external;outdoor;vegetation_occlusion;confidence_medium
+d34_p36_v01_c001,d34_p36_v01,d34,p36,3.205,8.955,5.75,eat_drink,hand_feeding,,1,source_pexels_7294899;external;indoor;partial_lower_body;confidence_medium
+d34_p36_v01_c002,d34_p36_v01,d34,p36,12.163,17.535,5.372,eat_drink,hand_feeding,,1,source_pexels_7294899;external;indoor;partial_lower_body;confidence_medium
+d35_p37_v01_c001,d35_p37_v01,d35,p37,0,3.809,3.809,other,no_interaction,,1,source_pexels_4686284;external;indoor;dog_beside_person;no_physical_contact;confidence_high
+d35_p37_v01_c002,d35_p37_v01,d35,p37,4.55,7.171,2.621,other,no_interaction,,1,source_pexels_4686284;external;indoor;dog_beside_person;no_physical_contact;confidence_high
+d36_p38_v01_c001,d36_p38_v01,d36,p38,0.544,3.891,3.347,eat_drink,hand_feeding,,1,source_pexels_7189530;external;outdoor;partial_human_body;confidence_medium
+d37_p39_v01_c001,d37_p39_v01,d37,p39,0,4,4,other,no_interaction,,1,source_pexels_7268090;external;indoor;dog_beside_person;no_physical_contact;partial_lower_body;confidence_high
+d38_p40_v01_c001,d38_p40_v01,d38,p40,0,4,4,other,no_interaction,,1,source_pexels_7280814;external;indoor;dog_beside_person;no_physical_contact;partial_lower_body;confidence_high
+d39_p41_v01_c001,d39_p41_v01,d39,p41,0,4,4,other,no_interaction,,1,source_pexels_7525599;external;indoor;person_meditating;dog_beside_person;no_physical_contact;confidence_high
+d40_p42_v01_c001,d40_p42_v01,d40,p42,4,8,4,other,no_interaction,,1,source_pexels_8498468;external;indoor;person_working;dog_near_person;no_physical_contact;partial_lower_body;confidence_high
+d41_p43_v01_c001,d41_p43_v01,d41,p43,0,3.998,3.998,other,no_interaction,,1,source_pexels_4464354;external;outdoor;person_exercising;dog_resting_nearby;no_physical_contact;confidence_high
+d41_p43_v02_c001,d41_p43_v02,d41,p43,0,4,4,other,no_interaction,,1,source_pexels_9197162;external;outdoor;person_meditating;dog_resting_nearby;no_physical_contact;confidence_high
+d42_p44_v01_c001,d42_p44_v01,d42,p44,0,4,4,eat_drink,hand_feeding,,1,source_pexels_5741016;external;indoor;treat_transfer;partial_lower_body;confidence_medium;identity_pair_zen_akita_01
+d42_p44_v02_c001,d42_p44_v02,d42,p44,0,4,4,other,petting,,1,source_pexels_5740704;external;indoor;continuous_petting;confidence_high;identity_pair_zen_akita_01
+d43_p45_v01_c001,d43_p45_v01,d43,p45,0,4,4,eat_drink,hand_feeding,,1,source_pexels_6952801;external;indoor;treat_transfer;person_lying;confidence_high
+d44_p46_v01_c001,d44_p46_v01,d44,p46,0,4,4,play,playing_together,,1,source_pexels_7189598;external;outdoor;interactive_training_play;user_relabelled_from_hand_feeding;confidence_high
+d45_p47_v01_c001,d45_p47_v01,d45,p47,0,4,4,other,no_interaction,,1,source_pexels_8056623;external;indoor;person_exercising;dog_resting_nearby;no_physical_contact;confidence_high
+d46_p48_v01_c001,d46_p48_v01,d46,p48,0,4,4,other,no_interaction,,1,source_pexels_8489509;external;indoor;person_working;dog_resting_nearby;no_physical_contact;confidence_high
+d47_p49_v01_c001,d47_p49_v01,d47,p49,0,4,4,other,petting,,1,source_pexels_6634626;external;indoor;continuous_petting;partial_lower_body;confidence_high
+d48_p50_v01_c001,d48_p50_v01,d48,p50,0,4,4,other,petting,,1,source_pexels_8434009;external;indoor;continuous_petting;dog_partially_occluded;confidence_high
+d49_p51_v01_c001,d49_p51_v01,d49,p51,5.036,12.532,7.496,eat_drink,hand_feeding,,1,source_pexels_6568514;external;indoor;hand_reward_transfer;training_context;confidence_medium
+d50_p52_v01_c001,d50_p52_v01,d50,p52,1.112,5.724,4.612,eat_drink,hand_feeding,,1,source_pexels_9986446;external;indoor;hand_reward_transfer;confidence_medium
+d51_p53_v01_c001,d51_p53_v01,d51,p53,0,4.877,4.877,other,petting,,1,source_pexels_5480454;external;indoor;hugging_and_continuous_contact;confidence_high
+d52_p54_v01_c001,d52_p54_v01,d52,p54,1.144,6.25,5.106,other,petting,,1,source_pexels_5955333;external;indoor;continuous_petting;confidence_high
+d52_p54_v01_c002,d52_p54_v01,d52,p54,8.078,14.461,6.383,other,petting,,1,source_pexels_5955333;external;indoor;continuous_petting;confidence_high
+d53_p55_v01_c001,d53_p55_v01,d53,p55,2.045,7.805,5.76,other,no_interaction,,1,source_pexels_37405502;external;indoor;person_using_device;dog_resting_nearby;no_physical_contact;partial_occlusion;confidence_high
+d54_p56_v01_c001,d54_p56_v01,d54,p56,4.332,6.59,2.258,other,petting,,1,source_pexels_6651481;external;indoor;hugging_and_petting;additional_person_visible;short_clip;user_approved
+d55_p57_v01_c001,d55_p57_v01,d55,p57,96.026,99.588,3.562,other,petting,,1,source_youtube_DPNz6reMVXY;external;indoor;petting;user_reviewed_2026-10-14
+d55_p57_v01_c002,d55_p57_v01,d55,p57,142.661,145.889,3.228,other,petting,,1,source_youtube_DPNz6reMVXY;external;indoor;petting;user_reviewed_2026-10-14
+d55_p57_v01_c003,d55_p57_v01,d55,p57,148.877,154.679,5.802,eat_drink,hand_feeding,,1,source_youtube_DPNz6reMVXY;external;indoor;hand_feeding;user_reviewed_2026-10-14
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