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clips/clip_alias_maps/B_clip_swap_000143.json

@@ -0,0 +1,489 @@
+{
+  "task_id": "B_clip_swap_000143",
+  "alias_to_clip_id": {
+    "C001": "8347238",
+    "C002": "panda70m_panda_extra_0000664_00002",
+    "C003": "openvid_celebv_OTdyP2ZiUe8_10_0",
+    "C004": "openvid_magictime_7186576375971597628",
+    "C005": "openvid_magictime_ai_armsOe1U_0004_0004",
+    "C006": "5220297",
+    "C007": "panda70m_panda70m_testing_clip_000003_JXkAmgOegD4.0",
+    "C008": "panda70m_panda70m_testing_clip_000004_PbW-4Tit6Ls.2_relaxed",
+    "C009": "259949",
+    "C010": "panda70m_panda70m_testing_clip_000001_48Ni5KYdDrQ.1",
+    "C011": "openvid_celebv_MJu-aeBwhAQ_2_0",
+    "C012": "miradata_jZnXuuXcyjc_13554.0:0",
+    "C013": "31517",
+    "C014": "panda70m_panda70m_testing_clip_000001_7lKuYcq_7Ns.0",
+    "C015": "215300",
+    "C016": "miradata_NvQ0Vv3CDk0_32480.1:2",
+    "C017": "miradata_G-qbwM9XrVQ_10567.0:5",
+    "C018": "panda70m_panda70m_testing_clip_000005_SpwgHqk2jCQ.0_relaxed",
+    "C019": "miradata_A2kBzgGMTyg_15444.0:4",
+    "C020": "openvid_celebv_K2t-BHNY-NY_60_0",
+    "C021": "panda70m_panda70m_testing_clip_000003_GDlazOuvRXM.0_relaxed",
+    "C022": "openvid_celebv_jvZdbjMe2CY_11_0",
+    "C023": "panda70m_panda70m_testing_clip_000002_AYBVaFLQbrA.1",
+    "C024": "panda70m_panda_extra_0001295_00000",
+    "C025": "156373",
+    "C026": "6179960",
+    "C027": "panda70m_panda_extra_0000990_00000",
+    "C028": "miradata_A2kBzgGMTyg_15444.0:2",
+    "C029": "openvid_celebv_INxuzS9-Soo_56_0",
+    "C030": "panda70m_panda70m_testing_clip_000003_FvnGL9iv8bA.1_relaxed",
+    "C031": "miradata_xyxrJ9PvBrA_12085.0:8",
+    "C032": "panda70m_panda70m_testing_clip_000006_Vl1J8C-UxP4.2_relaxed",
+    "C033": "panda70m_panda70m_testing_clip_000011_yLRwFRcKrG0.0",
+    "C034": "miradata_Y2lS4oo2v1c_11422.1:5",
+    "C035": "panda70m_panda70m_testing_clip_000005_TmuRkv6Bag8.2",
+    "C036": "34406409",
+    "C037": "4194199",
+    "C038": "panda70m_panda70m_testing_clip_000002_E_NW69hBfKU.2_relaxed",
+    "C039": "panda70m_panda70m_testing_clip_000010_rKqn0vTVqug.0",
+    "C040": "miradata_7iwFfknjW4c_10865.0:5"
+  },
+  "clip_id_to_alias": {
+    "8347238": "C001",
+    "panda70m_panda_extra_0000664_00002": "C002",
+    "openvid_celebv_OTdyP2ZiUe8_10_0": "C003",
+    "openvid_magictime_7186576375971597628": "C004",
+    "openvid_magictime_ai_armsOe1U_0004_0004": "C005",
+    "5220297": "C006",
+    "panda70m_panda70m_testing_clip_000003_JXkAmgOegD4.0": "C007",
+    "panda70m_panda70m_testing_clip_000004_PbW-4Tit6Ls.2_relaxed": "C008",
+    "259949": "C009",
+    "panda70m_panda70m_testing_clip_000001_48Ni5KYdDrQ.1": "C010",
+    "openvid_celebv_MJu-aeBwhAQ_2_0": "C011",
+    "miradata_jZnXuuXcyjc_13554.0:0": "C012",
+    "31517": "C013",
+    "panda70m_panda70m_testing_clip_000001_7lKuYcq_7Ns.0": "C014",
+    "215300": "C015",
+    "miradata_NvQ0Vv3CDk0_32480.1:2": "C016",
+    "miradata_G-qbwM9XrVQ_10567.0:5": "C017",
+    "panda70m_panda70m_testing_clip_000005_SpwgHqk2jCQ.0_relaxed": "C018",
+    "miradata_A2kBzgGMTyg_15444.0:4": "C019",
+    "openvid_celebv_K2t-BHNY-NY_60_0": "C020",
+    "panda70m_panda70m_testing_clip_000003_GDlazOuvRXM.0_relaxed": "C021",
+    "openvid_celebv_jvZdbjMe2CY_11_0": "C022",
+    "panda70m_panda70m_testing_clip_000002_AYBVaFLQbrA.1": "C023",
+    "panda70m_panda_extra_0001295_00000": "C024",
+    "156373": "C025",
+    "6179960": "C026",
+    "panda70m_panda_extra_0000990_00000": "C027",
+    "miradata_A2kBzgGMTyg_15444.0:2": "C028",
+    "openvid_celebv_INxuzS9-Soo_56_0": "C029",
+    "panda70m_panda70m_testing_clip_000003_FvnGL9iv8bA.1_relaxed": "C030",
+    "miradata_xyxrJ9PvBrA_12085.0:8": "C031",
+    "panda70m_panda70m_testing_clip_000006_Vl1J8C-UxP4.2_relaxed": "C032",
+    "panda70m_panda70m_testing_clip_000011_yLRwFRcKrG0.0": "C033",
+    "miradata_Y2lS4oo2v1c_11422.1:5": "C034",
+    "panda70m_panda70m_testing_clip_000005_TmuRkv6Bag8.2": "C035",
+    "34406409": "C036",
+    "4194199": "C037",
+    "panda70m_panda70m_testing_clip_000002_E_NW69hBfKU.2_relaxed": "C038",
+    "panda70m_panda70m_testing_clip_000010_rKqn0vTVqug.0": "C039",
+    "miradata_7iwFfknjW4c_10865.0:5": "C040"
+  },
+  "clip_pool_metadata_alias": [
+    {
+      "clip_id": "C001",
+      "original_clip_id": "8347238",
+      "caption_short": "Office desks and monitors sit in a bright room.",
+      "subject": "office desks",
+      "action": "sit in room",
+      "scene_category": "business",
+      "motion_intensity": "static",
+      "duration": 11.0
+    },
+    {
+      "clip_id": "C002",
+      "original_clip_id": "panda70m_panda_extra_0000664_00002",
+      "caption_short": "A cheetah runs in grass. WATERMARK_DETECTED",
+      "subject": "cheetah",
+      "action": "runs in grass",
+      "scene_category": "wildlife",
+      "motion_intensity": "high",
+      "duration": 3.17
+    },
+    {
+      "clip_id": "C003",
+      "original_clip_id": "openvid_celebv_OTdyP2ZiUe8_10_0",
+      "caption_short": "A reporter speaks on TV. WATERMARK_DETECTED",
+      "subject": "reporter",
+      "action": "speaks on air",
+      "scene_category": "business",
+      "motion_intensity": "low",
+      "duration": 9.567
+    },
+    {
+      "clip_id": "C004",
+      "original_clip_id": "openvid_magictime_7186576375971597628",
+      "caption_short": "A close view of moss comes into focus.",
+      "subject": "moss",
+      "action": "comes into focus",
+      "scene_category": "nature",
+      "motion_intensity": "low",
+      "duration": 12.991
+    },
+    {
+      "clip_id": "C005",
+      "original_clip_id": "openvid_magictime_ai_armsOe1U_0004_0004",
+      "caption_short": "A plant blooms indoors. WATERMARK_DETECTED",
+      "subject": "plant",
+      "action": "flowers open",
+      "scene_category": "nature",
+      "motion_intensity": "medium",
+      "duration": 5.542
+    },
+    {
+      "clip_id": "C006",
+      "original_clip_id": "5220297",
+      "caption_short": "A giraffe stands in an open grassland field.",
+      "subject": "giraffe",
+      "action": "stands in field",
+      "scene_category": "wildlife",
+      "motion_intensity": "low",
+      "duration": 8.0
+    },
+    {
+      "clip_id": "C007",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000003_JXkAmgOegD4.0",
+      "caption_short": "A soil acidifier bag is held near garden items.",
+      "subject": "soil bag",
+      "action": "held to camera",
+      "scene_category": "other",
+      "motion_intensity": "medium",
+      "duration": 8.009
+    },
+    {
+      "clip_id": "C008",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000004_PbW-4Tit6Ls.2_relaxed",
+      "caption_short": "A title card stays onscreen. WATERMARK_DETECTED",
+      "subject": "title card",
+      "action": "stays onscreen",
+      "scene_category": "education",
+      "motion_intensity": "static",
+      "duration": 4.421083333333333
+    },
+    {
+      "clip_id": "C009",
+      "original_clip_id": "259949",
+      "caption_short": "Solar panels sit in rows across a field.",
+      "subject": "solar panels",
+      "action": "sit in rows",
+      "scene_category": "technology",
+      "motion_intensity": "low",
+      "duration": 7.0
+    },
+    {
+      "clip_id": "C010",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000001_48Ni5KYdDrQ.1",
+      "caption_short": "Indicator lights turn on at a pool unit.",
+      "subject": "pool unit",
+      "action": "lights turn on",
+      "scene_category": "technology",
+      "motion_intensity": "low",
+      "duration": 11.512
+    },
+    {
+      "clip_id": "C011",
+      "original_clip_id": "openvid_celebv_MJu-aeBwhAQ_2_0",
+      "caption_short": "A man speaks indoors and turns his head.",
+      "subject": "man",
+      "action": "talks to camera",
+      "scene_category": "lifestyle",
+      "motion_intensity": "low",
+      "duration": 5.417
+    },
+    {
+      "clip_id": "C012",
+      "original_clip_id": "miradata_jZnXuuXcyjc_13554.0:0",
+      "caption_short": "Soldiers run through smoke on a battlefield.",
+      "subject": "soldiers",
+      "action": "run through smoke",
+      "scene_category": "other",
+      "motion_intensity": "high",
+      "duration": 5.9
+    },
+    {
+      "clip_id": "C013",
+      "original_clip_id": "31517",
+      "caption_short": "A surfer rides a wave near a rocky coast.",
+      "subject": "surfer",
+      "action": "rides a wave",
+      "scene_category": "sports",
+      "motion_intensity": "high",
+      "duration": 15.0
+    },
+    {
+      "clip_id": "C014",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000001_7lKuYcq_7Ns.0",
+      "caption_short": "A man waves to fans. WATERMARK_DETECTED",
+      "subject": "actor",
+      "action": "walks and waves",
+      "scene_category": "fashion",
+      "motion_intensity": "medium",
+      "duration": 5.28
+    },
+    {
+      "clip_id": "C015",
+      "original_clip_id": "215300",
+      "caption_short": "A train crosses a bridge over a city river.",
+      "subject": "train",
+      "action": "crosses bridge",
+      "scene_category": "transportation",
+      "motion_intensity": "medium",
+      "duration": 15.0
+    },
+    {
+      "clip_id": "C016",
+      "original_clip_id": "miradata_NvQ0Vv3CDk0_32480.1:2",
+      "caption_short": "Two officers review a document indoors.",
+      "subject": "officers",
+      "action": "review document",
+      "scene_category": "business",
+      "motion_intensity": "low",
+      "duration": 6.589
+    },
+    {
+      "clip_id": "C017",
+      "original_clip_id": "miradata_G-qbwM9XrVQ_10567.0:5",
+      "caption_short": "People gather at bar WATERMARK_DETECTED",
+      "subject": "bar crowd",
+      "action": "gather at bar",
+      "scene_category": "lifestyle",
+      "motion_intensity": "medium",
+      "duration": 5.272
+    },
+    {
+      "clip_id": "C018",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000005_SpwgHqk2jCQ.0_relaxed",
+      "caption_short": "A woman appears across travel activity scenes.",
+      "subject": "woman",
+      "action": "appears in montage",
+      "scene_category": "travel",
+      "motion_intensity": "medium",
+      "duration": 3.420083333333333
+    },
+    {
+      "clip_id": "C019",
+      "original_clip_id": "miradata_A2kBzgGMTyg_15444.0:4",
+      "caption_short": "Boxers rest in ring. WATERMARK_DETECTED",
+      "subject": "boxers",
+      "action": "rest in corner",
+      "scene_category": "sports",
+      "motion_intensity": "low",
+      "duration": 5.238
+    },
+    {
+      "clip_id": "C020",
+      "original_clip_id": "openvid_celebv_K2t-BHNY-NY_60_0",
+      "caption_short": "Woman speaks indoors. WATERMARK_DETECTED",
+      "subject": "woman",
+      "action": "speaks closely",
+      "scene_category": "indoor",
+      "motion_intensity": "low",
+      "duration": 6.0
+    },
+    {
+      "clip_id": "C021",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000003_GDlazOuvRXM.0_relaxed",
+      "caption_short": "A red sports car drives along a highway.",
+      "subject": "sports car",
+      "action": "drives past",
+      "scene_category": "transportation",
+      "motion_intensity": "high",
+      "duration": 3.537
+    },
+    {
+      "clip_id": "C022",
+      "original_clip_id": "openvid_celebv_jvZdbjMe2CY_11_0",
+      "caption_short": "A boater rides on a boat over calm water.",
+      "subject": "boater",
+      "action": "rides on boat",
+      "scene_category": "travel",
+      "motion_intensity": "medium",
+      "duration": 7.8
+    },
+    {
+      "clip_id": "C023",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000002_AYBVaFLQbrA.1",
+      "caption_short": "A person assembles a wooden frame on a deck.",
+      "subject": "wood frame",
+      "action": "assembles frame",
+      "scene_category": "lifestyle",
+      "motion_intensity": "medium",
+      "duration": 8.009
+    },
+    {
+      "clip_id": "C024",
+      "original_clip_id": "panda70m_panda_extra_0001295_00000",
+      "caption_short": "Muppets sit around table. WATERMARK_DETECTED",
+      "subject": "muppets",
+      "action": "sit at table",
+      "scene_category": "art",
+      "motion_intensity": "medium",
+      "duration": 3.17
+    },
+    {
+      "clip_id": "C025",
+      "original_clip_id": "156373",
+      "caption_short": "A village house sits beside a pond at night.",
+      "subject": "village house",
+      "action": "sits by pond",
+      "scene_category": "lifestyle",
+      "motion_intensity": "static",
+      "duration": 6.0
+    },
+    {
+      "clip_id": "C026",
+      "original_clip_id": "6179960",
+      "caption_short": "A man hits a volleyball on a beach court.",
+      "subject": "man",
+      "action": "hits ball",
+      "scene_category": "sports",
+      "motion_intensity": "medium",
+      "duration": 13.0
+    },
+    {
+      "clip_id": "C027",
+      "original_clip_id": "panda70m_panda_extra_0000990_00000",
+      "caption_short": "Animal statues move indoors. WATERMARK_DETECTED",
+      "subject": "animal statues",
+      "action": "move through hall",
+      "scene_category": "indoor",
+      "motion_intensity": "medium",
+      "duration": 3.17
+    },
+    {
+      "clip_id": "C028",
+      "original_clip_id": "miradata_A2kBzgGMTyg_15444.0:2",
+      "caption_short": "A boxer stands in a ring. WATERMARK_DETECTED",
+      "subject": "boxer",
+      "action": "rests by ropes",
+      "scene_category": "sports",
+      "motion_intensity": "medium",
+      "duration": 5.705
+    },
+    {
+      "clip_id": "C029",
+      "original_clip_id": "openvid_celebv_INxuzS9-Soo_56_0",
+      "caption_short": "A woman speaks while standing on a street.",
+      "subject": "woman",
+      "action": "speaks to camera",
+      "scene_category": "urban",
+      "motion_intensity": "low",
+      "duration": 10.88
+    },
+    {
+      "clip_id": "C030",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000003_FvnGL9iv8bA.1_relaxed",
+      "caption_short": "A dog lies on a mat. WATERMARK_DETECTED",
+      "subject": "small dog",
+      "action": "lies for brushing",
+      "scene_category": "lifestyle",
+      "motion_intensity": "low",
+      "duration": 3.371
+    },
+    {
+      "clip_id": "C031",
+      "original_clip_id": "miradata_xyxrJ9PvBrA_12085.0:8",
+      "caption_short": "Two students sit at desks and react in class.",
+      "subject": "students",
+      "action": "sit and react",
+      "scene_category": "education",
+      "motion_intensity": "low",
+      "duration": 8.1
+    },
+    {
+      "clip_id": "C032",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000006_Vl1J8C-UxP4.2_relaxed",
+      "caption_short": "A pool sits beside a river on an outdoor patio.",
+      "subject": "pool",
+      "action": "sits by river",
+      "scene_category": "travel",
+      "motion_intensity": "static",
+      "duration": 3.24
+    },
+    {
+      "clip_id": "C033",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000011_yLRwFRcKrG0.0",
+      "caption_short": "A man shows a large robotic hand in a room.",
+      "subject": "man",
+      "action": "shows robot hand",
+      "scene_category": "technology",
+      "motion_intensity": "medium",
+      "duration": 12.04
+    },
+    {
+      "clip_id": "C034",
+      "original_clip_id": "miradata_Y2lS4oo2v1c_11422.1:5",
+      "caption_short": "A worker cuts metal as sparks fall indoors.",
+      "subject": "worker",
+      "action": "cuts metal",
+      "scene_category": "technology",
+      "motion_intensity": "high",
+      "duration": 5.5
+    },
+    {
+      "clip_id": "C035",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000005_TmuRkv6Bag8.2",
+      "caption_short": "A person runs down a corridor. WATERMARK_DETECTED",
+      "subject": "person",
+      "action": "runs away",
+      "scene_category": "urban",
+      "motion_intensity": "high",
+      "duration": 6.64
+    },
+    {
+      "clip_id": "C036",
+      "original_clip_id": "34406409",
+      "caption_short": "A monitor shows a market chart on a desk.",
+      "subject": "monitor",
+      "action": "shows chart",
+      "scene_category": "technology",
+      "motion_intensity": "static",
+      "duration": 8.0
+    },
+    {
+      "clip_id": "C037",
+      "original_clip_id": "4194199",
+      "caption_short": "Bright ride lights spin against the night sky.",
+      "subject": "ride lights",
+      "action": "spin in dark",
+      "scene_category": "travel",
+      "motion_intensity": "high",
+      "duration": 14.0
+    },
+    {
+      "clip_id": "C038",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000002_E_NW69hBfKU.2_relaxed",
+      "caption_short": "A man in a crowd looks ahead.",
+      "subject": "man",
+      "action": "looks ahead",
+      "scene_category": "lifestyle",
+      "motion_intensity": "static",
+      "duration": 4.12
+    },
+    {
+      "clip_id": "C039",
+      "original_clip_id": "panda70m_panda70m_testing_clip_000010_rKqn0vTVqug.0",
+      "caption_short": "Studio audience cheers and claps. WATERMARK_DETECTED",
+      "subject": "audience",
+      "action": "cheers and claps",
+      "scene_category": "indoor",
+      "motion_intensity": "high",
+      "duration": 5.171833333333334
+    },
+    {
+      "clip_id": "C040",
+      "original_clip_id": "miradata_7iwFfknjW4c_10865.0:5",
+      "caption_short": "A young woman speaks to someone in a crowd.",
+      "subject": "young woman",
+      "action": "speaks to person",
+      "scene_category": "lifestyle",
+      "motion_intensity": "low",
+      "duration": 7.758
+    }
+  ]
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Vw3kZbXDd7E.1_relaxed.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "swirl and form",
+  "camera": "zoom",
+  "caption_short": "Blue ribbons swirl across a brick wall graphic.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Vw3kZbXDd7E.1_relaxed",
+  "duration": 3.036366666666667,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Vw3kZbXDd7E.1_relaxed/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Vw3kZbXDd7E.1_relaxed/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Vw3kZbXDd7E.1_relaxed/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "high",
+  "scene": "brick wall",
+  "scene_category": "art",
+  "source": "panda70m_sample",
+  "subject": "ribbons",
+  "ts": "2026-05-11T15:04:41Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_VwNS_k6iC6E.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks on mic",
+  "camera": "static",
+  "caption_short": "Reporter speaks on camera WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_VwNS_k6iC6E.0",
+  "duration": 12.012,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_VwNS_k6iC6E.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_VwNS_k6iC6E.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_VwNS_k6iC6E.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "parking lot",
+  "scene_category": "business",
+  "source": "panda70m_sample",
+  "subject": "reporter",
+  "ts": "2026-05-11T15:04:44Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_W6Ep8qj4A34.0_relaxed.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "slide on table",
+  "camera": "static",
+  "caption_short": "Printed photos slide on a tabletop display.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_W6Ep8qj4A34.0_relaxed",
+  "duration": 4.037366666666666,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W6Ep8qj4A34.0_relaxed/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W6Ep8qj4A34.0_relaxed/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W6Ep8qj4A34.0_relaxed/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "tabletop",
+  "scene_category": "art",
+  "source": "panda70m_sample",
+  "subject": "photos",
+  "ts": "2026-05-11T15:04:51Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_W7YwQg4X2m0.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "talks and gestures",
+  "camera": "static",
+  "caption_short": "A cartoon person talks beside a computer desk.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_W7YwQg4X2m0.1",
+  "duration": 5.238566666666666,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W7YwQg4X2m0.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W7YwQg4X2m0.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W7YwQg4X2m0.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "room",
+  "scene_category": "art",
+  "source": "panda70m_sample",
+  "subject": "cartoon person",
+  "ts": "2026-05-11T15:05:00Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_W8V0z-_dadg.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "comes into view",
+  "camera": "tracking",
+  "caption_short": "The Taj Mahal comes into view across a courtyard.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_W8V0z-_dadg.2",
+  "duration": 6.5065,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W8V0z-_dadg.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W8V0z-_dadg.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_W8V0z-_dadg.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "courtyard",
+  "scene_category": "travel",
+  "source": "panda70m_sample",
+  "subject": "Taj Mahal",
+  "ts": "2026-05-11T15:05:02Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WBvq1Yy8pzk.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks on camera",
+  "camera": "static",
+  "caption_short": "A reporter speaks indoors. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WBvq1Yy8pzk.0",
+  "duration": 8.308300000000001,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WBvq1Yy8pzk.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WBvq1Yy8pzk.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WBvq1Yy8pzk.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "newsroom",
+  "scene_category": "business",
+  "source": "panda70m_sample",
+  "subject": "reporter",
+  "ts": "2026-05-11T15:05:02Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WSGWHoOrvBk.2.meta.json

@@ -0,0 +1,18 @@
+{
+  "action": "gives thumbs up",
+  "camera": "static",
+  "caption_short": "A hand gives a thumbs-up beside a camera.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WSGWHoOrvBk.2",
+  "duration": 14.389375,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WSGWHoOrvBk.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WSGWHoOrvBk.2/f1.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "desk",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "hand",
+  "ts": "2026-05-11T15:05:11Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WTxxdOU7JTY.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "holds document",
+  "camera": "handheld",
+  "caption_short": "A person holds a printed list. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WTxxdOU7JTY.1",
+  "duration": 7.273933333333334,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WTxxdOU7JTY.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WTxxdOU7JTY.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WTxxdOU7JTY.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "sidewalk",
+  "scene_category": "education",
+  "source": "panda70m_sample",
+  "subject": "paper list",
+  "ts": "2026-05-11T15:05:10Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WXTwtFZ5Vis.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "talk in kitchen",
+  "camera": "static",
+  "caption_short": "Two women talk together in a kitchen.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WXTwtFZ5Vis.2",
+  "duration": 7.440766666666667,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WXTwtFZ5Vis.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WXTwtFZ5Vis.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WXTwtFZ5Vis.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "kitchen",
+  "scene_category": "lifestyle",
+  "source": "panda70m_sample",
+  "subject": "two women",
+  "ts": "2026-05-11T15:05:11Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WhYo5f7Xz4E.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "talks to camera",
+  "camera": "static",
+  "caption_short": "A man talks to the camera in a workshop.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WhYo5f7Xz4E.0",
+  "duration": 5.4054,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WhYo5f7Xz4E.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WhYo5f7Xz4E.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WhYo5f7Xz4E.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "workshop",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "man",
+  "ts": "2026-05-11T15:05:29Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wn-ND5Xm_ao.2.meta.json

@@ -0,0 +1,17 @@
+{
+  "action": "shows video links",
+  "camera": "static",
+  "caption_short": "An end card shows related videos. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Wn-ND5Xm_ao.2",
+  "duration": 8.425083333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wn-ND5Xm_ao.2/f0.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "static",
+  "scene": "screen",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "end card",
+  "ts": "2026-05-11T15:05:20Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "celebrate goal",
+  "camera": "other",
+  "caption_short": "Hockey players celebrate on ice. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.0",
+  "duration": 9.075733333333334,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "high",
+  "scene": "rink",
+  "scene_category": "sports",
+  "source": "panda70m_sample",
+  "subject": "players",
+  "ts": "2026-05-11T15:05:19Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "celebrate goal",
+  "camera": "other",
+  "caption_short": "Hockey players celebrate a goal. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.1",
+  "duration": 6.5065,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wr6HWk2XI3g.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "high",
+  "scene": "ice rink",
+  "scene_category": "sports",
+  "source": "panda70m_sample",
+  "subject": "hockey players",
+  "ts": "2026-05-11T15:05:19Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wv4LoOXancQ.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "steps on tramp",
+  "camera": "static",
+  "caption_short": "A man steps onto a trampoline in a showroom.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Wv4LoOXancQ.2",
+  "duration": 6.76,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wv4LoOXancQ.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wv4LoOXancQ.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Wv4LoOXancQ.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "showroom",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "man",
+  "ts": "2026-05-11T15:05:23Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_WxTjy7RY2yA.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks to camera",
+  "camera": "static",
+  "caption_short": "A host speaks in kitchen. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_WxTjy7RY2yA.0",
+  "duration": 6.76,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WxTjy7RY2yA.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WxTjy7RY2yA.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_WxTjy7RY2yA.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "kitchen",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "host",
+  "ts": "2026-05-11T15:05:27Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X-NHTtG1u6Q.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "blows apart",
+  "camera": "static",
+  "caption_short": "House explodes on a street. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X-NHTtG1u6Q.2",
+  "duration": 7.841166666666667,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X-NHTtG1u6Q.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X-NHTtG1u6Q.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X-NHTtG1u6Q.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "high",
+  "scene": "street",
+  "scene_category": "urban",
+  "source": "panda70m_sample",
+  "subject": "house",
+  "ts": "2026-05-11T15:05:36Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X2YZRg1HLe4.2.meta.json

@@ -0,0 +1,17 @@
+{
+  "action": "rests on sill",
+  "camera": "static",
+  "caption_short": "A rose petal rests on a window ledge.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X2YZRg1HLe4.2",
+  "duration": 8.375033333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X2YZRg1HLe4.2/f0.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "static",
+  "scene": "window",
+  "scene_category": "lifestyle",
+  "source": "panda70m_sample",
+  "subject": "rose petal",
+  "ts": "2026-05-11T15:05:28Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "applies makeup",
+  "camera": "static",
+  "caption_short": "A woman applies makeup. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.1",
+  "duration": 14.681333333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "room",
+  "scene_category": "fashion",
+  "source": "panda70m_sample",
+  "subject": "woman",
+  "ts": "2026-05-11T15:05:29Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "applies makeup",
+  "camera": "static",
+  "caption_short": "A woman applies makeup. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.2",
+  "duration": 12.879533333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X4uyoosJXfg.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "room",
+  "scene_category": "fashion",
+  "source": "panda70m_sample",
+  "subject": "woman",
+  "ts": "2026-05-11T15:05:30Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XATtf57VcAA.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "stands by setup",
+  "camera": "pull_out",
+  "caption_short": "A woman stands by fountains. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XATtf57VcAA.1",
+  "duration": 5.8,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XATtf57VcAA.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XATtf57VcAA.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XATtf57VcAA.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "speaker",
+  "ts": "2026-05-11T15:05:29Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XBF6XNT1CkE.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "hold up art",
+  "camera": "static",
+  "caption_short": "A woman and child hold up painted pictures.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XBF6XNT1CkE.0",
+  "duration": 11.878533333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XBF6XNT1CkE.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XBF6XNT1CkE.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XBF6XNT1CkE.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "art",
+  "source": "panda70m_sample",
+  "subject": "woman child",
+  "ts": "2026-05-11T15:05:29Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XDlIGjRGzLI.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "rests on plate",
+  "camera": "static",
+  "caption_short": "A banana split rests on a glass plate.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XDlIGjRGzLI.0",
+  "duration": 6.84,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XDlIGjRGzLI.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XDlIGjRGzLI.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XDlIGjRGzLI.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "static",
+  "scene": "tabletop",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "banana split",
+  "ts": "2026-05-11T15:05:34Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XFDcf3mMy7c.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "holds wipe",
+  "camera": "handheld",
+  "caption_short": "A hand holds a white wipe over a tabletop.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XFDcf3mMy7c.2",
+  "duration": 8.0,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XFDcf3mMy7c.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XFDcf3mMy7c.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XFDcf3mMy7c.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "tabletop",
+  "scene_category": "lifestyle",
+  "source": "panda70m_sample",
+  "subject": "hand",
+  "ts": "2026-05-11T15:05:38Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XLE14P33Anc.2.meta.json

@@ -0,0 +1,18 @@
+{
+  "action": "scrolls downward",
+  "camera": "static",
+  "caption_short": "A text list scrolls down on a desktop screen.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XLE14P33Anc.2",
+  "duration": 8.0,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XLE14P33Anc.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XLE14P33Anc.2/f1.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "desktop",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "text list",
+  "ts": "2026-05-11T15:05:37Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "holds baby",
+  "camera": "static",
+  "caption_short": "Woman holds a baby indoors. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.0",
+  "duration": 6.940266666666667,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "home",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "woman",
+  "ts": "2026-05-11T15:05:39Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "drives on road",
+  "camera": "other",
+  "caption_short": "A truck drives on a road. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.1",
+  "duration": 10.443766666666667,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XNv_gTTHxeI.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "rural road",
+  "scene_category": "transportation",
+  "source": "panda70m_sample",
+  "subject": "truck",
+  "ts": "2026-05-11T15:05:50Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XOBorsbemNM.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "fades to dark",
+  "camera": "static",
+  "caption_short": "A video end card fades. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XOBorsbemNM.2",
+  "duration": 7.566666666666666,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XOBorsbemNM.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XOBorsbemNM.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XOBorsbemNM.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "title screen",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "end card",
+  "ts": "2026-05-11T15:05:40Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XP7IVngjGKg.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "passes desert",
+  "camera": "tracking",
+  "caption_short": "A truck passes through a desert landscape.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XP7IVngjGKg.1",
+  "duration": 8.008000000000001,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XP7IVngjGKg.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XP7IVngjGKg.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XP7IVngjGKg.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "desert",
+  "scene_category": "travel",
+  "source": "panda70m_sample",
+  "subject": "truck mirror",
+  "ts": "2026-05-11T15:05:40Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "opens new file",
+  "camera": "static",
+  "caption_short": "Photoshop opens the new document settings window.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.0",
+  "duration": 8.008008008008009,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "editor",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "Photoshop",
+  "ts": "2026-05-11T15:05:42Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "edits text path",
+  "camera": "static",
+  "caption_short": "A signature is edited in a design program.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.1",
+  "duration": 7.574240907574241,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XPuoh29Kqa0.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "design app",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "signature",
+  "ts": "2026-05-11T15:05:46Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XQ7gwv-9iyk.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "open paper fold",
+  "camera": "static",
+  "caption_short": "Hands open a folded piece of paper indoors.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XQ7gwv-9iyk.0",
+  "duration": 9.8,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XQ7gwv-9iyk.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XQ7gwv-9iyk.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XQ7gwv-9iyk.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "indoors",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "hands",
+  "ts": "2026-05-11T15:05:51Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "zooms on page",
+  "camera": "push_in",
+  "caption_short": "A camera moves closer to a YouTube page on screen.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.0",
+  "duration": 5.8058000000000005,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "screen",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "webpage",
+  "ts": "2026-05-11T15:05:46Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "page shifts down",
+  "camera": "handheld",
+  "caption_short": "A webpage on a screen shifts slightly downward.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.1",
+  "duration": 6.373033333333334,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XRyJNiBp0l0.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "screen",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "webpage",
+  "ts": "2026-05-11T15:05:54Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "fills dish",
+  "camera": "static",
+  "caption_short": "Tri-color pasta salad sits in a serving dish.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.0",
+  "duration": 8.0,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "static",
+  "scene": "dish",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "pasta salad",
+  "ts": "2026-05-11T15:05:49Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "shown on plate",
+  "camera": "handheld",
+  "caption_short": "Ingredients are shown on a kitchen counter.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.1",
+  "duration": 8.9,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XTw6YuFTx4E.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "kitchen",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "ingredients",
+  "ts": "2026-05-11T15:05:49Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks on cam",
+  "camera": "static",
+  "caption_short": "A presenter speaks in studio. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.0",
+  "duration": 12.212200000000001,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "other",
+  "source": "panda70m_sample",
+  "subject": "presenter",
+  "ts": "2026-05-11T15:05:50Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "gestures on cam",
+  "camera": "static",
+  "caption_short": "A presenter speaks on screen. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.2",
+  "duration": 10.3103,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XWdx1IVCGEM.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "other",
+  "source": "panda70m_sample",
+  "subject": "presenter",
+  "ts": "2026-05-11T15:05:54Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XZc17V3j0-A.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "prepares swing",
+  "camera": "static",
+  "caption_short": "A golfer prepares to hit a ball on a range.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XZc17V3j0-A.2",
+  "duration": 11.833333333333334,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XZc17V3j0-A.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XZc17V3j0-A.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XZc17V3j0-A.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "driving range",
+  "scene_category": "sports",
+  "source": "panda70m_sample",
+  "subject": "golfer",
+  "ts": "2026-05-11T15:06:00Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "shows small device",
+  "camera": "handheld",
+  "caption_short": "A man shows a small device in a room.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.1",
+  "duration": 5.130125,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "room",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "man",
+  "ts": "2026-05-11T15:06:03Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "hold radios",
+  "camera": "handheld",
+  "caption_short": "Two people hold radios in a living room.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.2",
+  "duration": 6.339666666666666,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_X_HAm8Cc5s4.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "living room",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "two people",
+  "ts": "2026-05-11T15:05:59Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_Xc5-hQe8TmU.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks to camera",
+  "camera": "handheld",
+  "caption_short": "A woman speaks indoors. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_Xc5-hQe8TmU.0",
+  "duration": 7.374033333333333,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Xc5-hQe8TmU.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Xc5-hQe8TmU.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_Xc5-hQe8TmU.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "room",
+  "scene_category": "lifestyle",
+  "source": "panda70m_sample",
+  "subject": "woman",
+  "ts": "2026-05-11T15:05:57Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XiEFdit02v0.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "simmers on stove",
+  "camera": "static",
+  "caption_short": "Soup simmers in a pot. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XiEFdit02v0.0",
+  "duration": 8.008000000000001,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XiEFdit02v0.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XiEFdit02v0.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XiEFdit02v0.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "kitchen",
+  "scene_category": "food",
+  "source": "panda70m_sample",
+  "subject": "soup pot",
+  "ts": "2026-05-11T15:06:00Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XphutFuPym4.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "walks outside",
+  "camera": "static",
+  "caption_short": "A young girl walks along an outdoor sidewalk.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XphutFuPym4.0",
+  "duration": 8.008,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XphutFuPym4.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XphutFuPym4.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XphutFuPym4.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "sidewalk",
+  "scene_category": "lifestyle",
+  "source": "panda70m_sample",
+  "subject": "girl",
+  "ts": "2026-05-11T15:06:09Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XqHTThZMYu0.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "stand and lie",
+  "camera": "static",
+  "caption_short": "Two men are indoors. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XqHTThZMYu0.0",
+  "duration": 10.88,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XqHTThZMYu0.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XqHTThZMYu0.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XqHTThZMYu0.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "room",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "two men",
+  "ts": "2026-05-11T15:06:05Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "walks indoors",
+  "camera": "tracking",
+  "caption_short": "A hooded man walks through a tavern interior.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.1",
+  "duration": 14.214214214214214,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "tavern",
+  "scene_category": "indoor",
+  "source": "panda70m_sample",
+  "subject": "hooded man",
+  "ts": "2026-05-11T15:06:04Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "stands in room",
+  "camera": "static",
+  "caption_short": "A hooded man stands in a game interior.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.2",
+  "duration": 14.180847514180847,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XuzY-t3aMDM.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "interior",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "hooded man",
+  "ts": "2026-05-11T15:06:05Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XveG-KP3UHk.2.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "walks in cave",
+  "camera": "handheld",
+  "caption_short": "A player view moves through cave ruins.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XveG-KP3UHk.2",
+  "duration": 6.631625,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XveG-KP3UHk.2/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XveG-KP3UHk.2/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XveG-KP3UHk.2/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "medium",
+  "scene": "cave ruins",
+  "scene_category": "technology",
+  "source": "panda70m_sample",
+  "subject": "player view",
+  "ts": "2026-05-11T15:06:09Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.0.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "speaks on set",
+  "camera": "static",
+  "caption_short": "A news host speaks while seated in a studio.",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.0",
+  "duration": 8.5085,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.0/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.0/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.0/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "business",
+  "source": "panda70m_sample",
+  "subject": "news host",
+  "ts": "2026-05-11T15:06:09Z"
+}

clips/clips_meta/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.1.meta.json

@@ -0,0 +1,19 @@
+{
+  "action": "talk at desk",
+  "camera": "static",
+  "caption_short": "Two hosts talk at desk. WATERMARK_DETECTED",
+  "clip_id": "panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.1",
+  "duration": 7.1071,
+  "frames": [
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.1/f0.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.1/f1.jpg",
+    "data/frames/panda70m_sample/panda70m_panda70m_testing_clip_000006_XwdIfS4Amhw.1/f2.jpg"
+  ],
+  "model_used": "gpt-5.4",
+  "motion_intensity": "low",
+  "scene": "studio",
+  "scene_category": "business",
+  "source": "panda70m_sample",
+  "subject": "hosts",
+  "ts": "2026-05-11T15:06:08Z"
+}