Add sekai game train sample visualization

sekai_game_train_961frames_16fps_ovl640_viz/README_zh.md

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+# sekai_game_train_961frames_16fps_ovl640 数据解析与随机样本可视化
+
+源目录：`/lustre/fsw/portfolios/nvr/projects/nvr_elm_llm/users/haozhu/data/sekai_game_train_961frames_16fps_ovl640`
+
+## 规模
+
+- 数据集顶层共有 17 个文件，`du -sh` 约 185G。
+- 主数据在 `sekai_game_train_00000000.zip`，zip 内有 3236 个条目：1618 个 `.mp4` + 1618 个同名 `.json`。
+- 因此按样本 key 计数共有 **1618 条**。
+- 每条视频均为 1920x1080、961 帧、16 fps，时长约 60.06 秒；原始 fps 均为 30。
+- mp4 文件大小范围约 28.059 MB 到 296.436 MB，平均约 122.172 MB。
+
+## 每条内容
+
+每条样本 key 形如 `00100100001_0008250_0010050_s000000`，zip 中包含：
+
+- `{key}.mp4`：视频片段。
+- `{key}.json`：基础元数据，字段包括 `width`、`height`、`prompt`、`frames`、`fps`、`others`。
+- `others` 中包括 `video_id`、`location`、`scene`、`crowdDensity`、`weather`、`timeOfDay`、`window_frames`、`overlap_frames`、`clip_start_frame`、`clip_end_frame` 等。
+
+外部同 key 标注文件包括：
+
+- 多个 Qwen3-VL caption：LongSceneStaticCaption、LongVideoNarrativeCaption，以及 81/161/321/641 frames 版本。
+- VLM 过滤：`VLMFilter`、`vlm_quality_filter`、`vlm_entity_filter`。
+- 质量/运动/颜色：`dover`、`vmafmotion`、`color`、`unimatch`。
+- 相机数据：`camera.npz`，包含 `pose (1554898,4,4)`、`intrinsics (1554898,4)`、`ids (1618,)`、`ranges (1618,2)`；1554898 = 1618 * 961，对应每帧相机信息。
+
+## 分布摘要
+
+- scene：{'outdoor-natural': 1481, 'outdoor-urban': 134, 'indoor-ancient': 3}
+- weather：{'sunny': 346, 'cloudy/foggy': 895, 'snowy': 279, 'rainy': 95, 'unknown': 3}
+- timeOfDay：{'day': 957, 'sunset': 170, 'night': 487, 'sunrise': 1, 'unknown': 3}
+- location unique：9
+- crowdDensity：全部为 `empty`。
+
+## 随机可视化样本
+
+本次抽样 seed 为 `20260601`，样本为：
+
+1. `00300100001_0008250_0010050_s000000`
+2. `00600200001_0015450_0017250_s000000`
+
+可打开 `index.html` 查看视频、抽帧拼图、prompt 和关键元数据；样本文件在 `samples/` 下。

sekai_game_train_961frames_16fps_ovl640_viz/dataset_summary.json

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+{
+  "source_dir": "/lustre/fsw/portfolios/nvr/projects/nvr_elm_llm/users/haozhu/data/sekai_game_train_961frames_16fps_ovl640",
+  "records": 1618,
+  "zip_entries": 3236,
+  "mp4_count": 1618,
+  "sidecar_json_count": 1618,
+  "unique_keys": 1618,
+  "video_properties": {
+    "frames": {
+      "961": 1618
+    },
+    "fps": {
+      "16.0": 1618
+    },
+    "resolution": {
+      "1920x1080": 1618
+    },
+    "original_fps": {
+      "30.0": 1618
+    },
+    "window_frames": {
+      "961": 1618
+    },
+    "overlap_frames": {
+      "640": 1618
+    }
+  },
+  "mp4_size_mb": {
+    "min": 28.059,
+    "mean": 122.172,
+    "max": 296.436,
+    "total_gb_decimal": 197.675
+  },
+  "metadata_distributions": {
+    "scene": {
+      "outdoor-natural": 1481,
+      "outdoor-urban": 134,
+      "indoor-ancient": 3
+    },
+    "crowdDensity": {
+      "empty": 1618
+    },
+    "weather": {
+      "sunny": 346,
+      "cloudy/foggy": 895,
+      "snowy": 279,
+      "rainy": 95,
+      "unknown": 3
+    },
+    "timeOfDay": {
+      "day": 957,
+      "sunset": 170,
+      "night": 487,
+      "sunrise": 1,
+      "unknown": 3
+    },
+    "locations_top": {
+      "Le Prarion, Chamonix-Mont-Blanc, France": 238,
+      "Castle Rock Beach, Meelup, Australia": 226,
+      "Lago di Braies, Braies, South Tyrol, Italy": 184,
+      "Fushimi Inari Taisha, Kyoto, Japan": 170,
+      "East Maddon Park, London, United Kingdom": 168,
+      "Mardi Himal Trail, Kaski, Nepal": 166,
+      "Shengshan Island, Zhoushan, China": 161,
+      "Mýrdalssandur, Southern Region, Iceland": 158,
+      "Yamadera, Yamagata Prefecture, Japan": 147
+    }
+  },
+  "external_annotation_files": [
+    "sekai_game_train_00000000_LongSceneStaticCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_LongVideo161framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_LongVideo321framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_LongVideo641framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_LongVideo81framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_LongVideoNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json",
+    "sekai_game_train_00000000_VLMFilter-Qwen3.5-35B-A3B.json",
+    "sekai_game_train_00000000_color.json",
+    "sekai_game_train_00000000_dover.json",
+    "sekai_game_train_00000000_unimatch.json",
+    "sekai_game_train_00000000_vlm_entity_filter.json",
+    "sekai_game_train_00000000_vlm_quality_filter.json",
+    "sekai_game_train_00000000_vmafmotion.json",
+    "sekai_game_train_00000000_LongSceneStaticCaption-Qwen3-VL-30B-A3B-Instruct.jsonl",
+    "sekai_game_train_00000000_VLMFilter-Qwen3.5-35B-A3B.jsonl",
+    "sekai_game_train_00000000_camera.npz"
+  ],
+  "sample_keys": [
+    "00300100001_0008250_0010050_s000000",
+    "00600200001_0015450_0017250_s000000"
+  ]
+}

sekai_game_train_961frames_16fps_ovl640_viz/index.html

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+<!doctype html>
+<html lang="zh-CN">
+<head>
+<meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<title>sekai_game_train random samples</title>
+<style>
+  body { font-family: Arial, sans-serif; margin: 24px; color: #1f2933; background: #f7f7f4; }
+  header, section { max-width: 1100px; margin: 0 auto 28px; }
+  h1 { font-size: 24px; margin: 0 0 8px; }
+  h2 { font-size: 20px; margin: 24px 0 12px; }
+  h3 { font-size: 15px; margin: 16px 0 8px; }
+  video { width: 100%; max-height: 620px; background: #111; display: block; }
+  .sheet { width: 100%; display: block; margin: 12px 0; border: 1px solid #ddd; }
+  p { line-height: 1.5; }
+  table { width: 100%; border-collapse: collapse; background: white; }
+  th, td { text-align: left; vertical-align: top; border: 1px solid #ddd; padding: 6px 8px; font-size: 13px; }
+  th { width: 210px; background: #efefea; }
+</style>
+</head>
+<body>
+<header>
+  <h1>sekai_game_train_961frames_16fps_ovl640 随机样本可视化</h1>
+  <p>源目录：/lustre/fsw/portfolios/nvr/projects/nvr_elm_llm/users/haozhu/data/sekai_game_train_961frames_16fps_ovl640</p>
+  <p>共 1618 条样本；每条为 961 帧、16 fps、1920x1080 的 mp4，附带同名 json 和多组外部标注。</p>
+</header>
+
+<section>
+  <h2>00300100001_0008250_0010050_s000000</h2>
+  <video controls preload="metadata" src="samples/00300100001_0008250_0010050_s000000.mp4"></video>
+  <img class="sheet" src="samples/00300100001_0008250_0010050_s000000_contact_sheet.jpg" alt="contact sheet for 00300100001_0008250_0010050_s000000" />
+  <h3>Prompt</h3>
+  <p>The video begins with the viewer moving through a tunnel-like structure formed by a series of red torii gates, their vibrant color standing out against the dark, foggy night. The camera advances steadily forward, capturing the rhythmic repetition of the gates as they recede into the distance, illuminated sporadically by warm, glowing lanterns that cast an eerie light on the path. As the journey progresses, the scene transitions from the structured alignment of the torii gates to a more natural setting, where the path winds through a dense forest. The camera pans slightly to reveal the surrounding trees, their silhouettes barely discernible in the low light, creating a sense of mystery and isolation. The ground is uneven, covered with fallen leaves and patches of grass, and the path becomes narrower as it meanders deeper into the woods. The atmosphere remains consistently foggy, with mist clinging to the branches and diffusing the faint light from the lanterns. The camera continues its forward movement, occasionally shifting angles to highlight the interplay between the dimly lit path and the shadowy forest, emphasizing the serene yet enigmatic ambiance of Fushimi Inari Taisha at night. The overall scene is devoid of any human presence, enhancing the feeling of solitude and tranquility in this outdoor natural setting.</p>
+  <h3>Metadata</h3>
+  <table>
+    <tr><th>resolution</th><td>1920x1080</td></tr>
+    <tr><th>frames</th><td>961</td></tr>
+    <tr><th>fps</th><td>16.0</td></tr>
+    <tr><th>original_fps</th><td>30.0</td></tr><tr><th>video_id</th><td>00300100001_0008250_0010050</td></tr><tr><th>location</th><td>Fushimi Inari Taisha, Kyoto, Japan</td></tr><tr><th>scene</th><td>outdoor-natural</td></tr><tr><th>crowdDensity</th><td>empty</td></tr><tr><th>weather</th><td>cloudy/foggy</td></tr><tr><th>timeOfDay</th><td>night</td></tr><tr><th>window_frames</th><td>961</td></tr><tr><th>overlap_frames</th><td>640</td></tr><tr><th>clip_index</th><td>0</td></tr><tr><th>clip_total</th><td>1</td></tr><tr><th>clip_start_resampled</th><td>0</td></tr><tr><th>clip_end_resampled</th><td>960</td></tr><tr><th>clip_start_frame</th><td>0</td></tr><tr><th>clip_end_frame</th><td>1799</td></tr>
+  </table>
+</section>
+<section>
+  <h2>00600200001_0015450_0017250_s000000</h2>
+  <video controls preload="metadata" src="samples/00600200001_0015450_0017250_s000000.mp4"></video>
+  <img class="sheet" src="samples/00600200001_0015450_0017250_s000000_contact_sheet.jpg" alt="contact sheet for 00600200001_0015450_0017250_s000000" />
+  <h3>Prompt</h3>
+  <p>The first-person perspective begins with a steady forward movement across a vast expanse of snow-covered terrain under a clear blue sky. The camera glides smoothly over undulating mounds of pristine white snow, capturing the expansive and untouched landscape. As the viewer progresses, a tall metal tower comes into view on the right, standing stark against the horizon. The camera continues its advance, revealing a small cluster of buildings nestled among the snowy hills. These structures, with their dark roofs and weathered walls, stand out against the bright white surroundings. The camera pans slightly to the left, offering a closer look at the buildings, which appear to be part of a remote outpost or research station. The sun casts sharp shadows, enhancing the textures of the snow and the rugged surfaces of the buildings. The camera then moves inside one of the structures, revealing a dimly lit interior with wooden beams and scattered debris. Emerging back outside, the camera follows a narrow path bordered by a metal railing, leading towards a rocky outcrop. The surrounding mountains loom in the distance, their peaks shrouded in mist, adding depth to the serene and isolated setting. The entire sequence maintains a consistent eye-level angle, emphasizing the vastness and quiet beauty of the snowy landscape.</p>
+  <h3>Metadata</h3>
+  <table>
+    <tr><th>resolution</th><td>1920x1080</td></tr>
+    <tr><th>frames</th><td>961</td></tr>
+    <tr><th>fps</th><td>16.0</td></tr>
+    <tr><th>original_fps</th><td>30.0</td></tr><tr><th>video_id</th><td>00600200001_0015450_0017250</td></tr><tr><th>location</th><td>Mardi Himal Trail, Kaski, Nepal</td></tr><tr><th>scene</th><td>outdoor-natural</td></tr><tr><th>crowdDensity</th><td>empty</td></tr><tr><th>weather</th><td>snowy</td></tr><tr><th>timeOfDay</th><td>day</td></tr><tr><th>window_frames</th><td>961</td></tr><tr><th>overlap_frames</th><td>640</td></tr><tr><th>clip_index</th><td>0</td></tr><tr><th>clip_total</th><td>1</td></tr><tr><th>clip_start_resampled</th><td>0</td></tr><tr><th>clip_end_resampled</th><td>960</td></tr><tr><th>clip_start_frame</th><td>0</td></tr><tr><th>clip_end_frame</th><td>1799</td></tr>
+  </table>
+</section>
+</body>
+</html>

sekai_game_train_961frames_16fps_ovl640_viz/samples/00300100001_0008250_0010050_s000000.json

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+{
+  "width": 1920,
+  "height": 1080,
+  "prompt": "The video begins with the viewer moving through a tunnel-like structure formed by a series of red torii gates, their vibrant color standing out against the dark, foggy night. The camera advances steadily forward, capturing the rhythmic repetition of the gates as they recede into the distance, illuminated sporadically by warm, glowing lanterns that cast an eerie light on the path. As the journey progresses, the scene transitions from the structured alignment of the torii gates to a more natural setting, where the path winds through a dense forest. The camera pans slightly to reveal the surrounding trees, their silhouettes barely discernible in the low light, creating a sense of mystery and isolation. The ground is uneven, covered with fallen leaves and patches of grass, and the path becomes narrower as it meanders deeper into the woods. The atmosphere remains consistently foggy, with mist clinging to the branches and diffusing the faint light from the lanterns. The camera continues its forward movement, occasionally shifting angles to highlight the interplay between the dimly lit path and the shadowy forest, emphasizing the serene yet enigmatic ambiance of Fushimi Inari Taisha at night. The overall scene is devoid of any human presence, enhancing the feeling of solitude and tranquility in this outdoor natural setting.",
+  "frames": 961,
+  "fps": 16.0,
+  "others": {
+    "original_fps": 30.0,
+    "video_id": "00300100001_0008250_0010050",
+    "location": "Fushimi Inari Taisha, Kyoto, Japan",
+    "scene": "outdoor-natural",
+    "crowdDensity": "empty",
+    "weather": "cloudy/foggy",
+    "timeOfDay": "night",
+    "window_frames": 961,
+    "overlap_frames": 640,
+    "clip_index": 0,
+    "clip_total": 1,
+    "clip_start_resampled": 0,
+    "clip_end_resampled": 960,
+    "clip_start_frame": 0,
+    "clip_end_frame": 1799
+  }
+}

sekai_game_train_961frames_16fps_ovl640_viz/samples/00300100001_0008250_0010050_s000000.mp4

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c68faca3bb01fd82460c4a065a151f55592661f15dc93cf41cd25b66ef649e56
+size 70784492

sekai_game_train_961frames_16fps_ovl640_viz/samples/00300100001_0008250_0010050_s000000_merged_metadata.json

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+{
+  "key": "00300100001_0008250_0010050_s000000",
+  "zip_json": {
+    "width": 1920,
+    "height": 1080,
+    "prompt": "The video begins with the viewer moving through a tunnel-like structure formed by a series of red torii gates, their vibrant color standing out against the dark, foggy night. The camera advances steadily forward, capturing the rhythmic repetition of the gates as they recede into the distance, illuminated sporadically by warm, glowing lanterns that cast an eerie light on the path. As the journey progresses, the scene transitions from the structured alignment of the torii gates to a more natural setting, where the path winds through a dense forest. The camera pans slightly to reveal the surrounding trees, their silhouettes barely discernible in the low light, creating a sense of mystery and isolation. The ground is uneven, covered with fallen leaves and patches of grass, and the path becomes narrower as it meanders deeper into the woods. The atmosphere remains consistently foggy, with mist clinging to the branches and diffusing the faint light from the lanterns. The camera continues its forward movement, occasionally shifting angles to highlight the interplay between the dimly lit path and the shadowy forest, emphasizing the serene yet enigmatic ambiance of Fushimi Inari Taisha at night. The overall scene is devoid of any human presence, enhancing the feeling of solitude and tranquility in this outdoor natural setting.",
+    "frames": 961,
+    "fps": 16.0,
+    "others": {
+      "original_fps": 30.0,
+      "video_id": "00300100001_0008250_0010050",
+      "location": "Fushimi Inari Taisha, Kyoto, Japan",
+      "scene": "outdoor-natural",
+      "crowdDensity": "empty",
+      "weather": "cloudy/foggy",
+      "timeOfDay": "night",
+      "window_frames": 961,
+      "overlap_frames": 640,
+      "clip_index": 0,
+      "clip_total": 1,
+      "clip_start_resampled": 0,
+      "clip_end_resampled": 960,
+      "clip_start_frame": 0,
+      "clip_end_frame": 1799
+    }
+  },
+  "external_annotations": {
+    "sekai_game_train_00000000_LongSceneStaticCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video presents a first-person perspective from a fixed vantage point within a dense, atmospheric Shinto shrine complex. The spatial arrangement is defined by a winding, narrow path flanked by towering vermilion torii gates that create a tunnel-like effect, leading deeper into a foggy, dark forest. The surfaces are characterized by the smooth, painted wood of the shrine structures, weathered stone lanterns, and a ground covered in damp earth and fallen leaves. Soft, eerie lighting emanates from glowing red paper lanterns suspended from the gate beams, casting a warm but ominous glow against the pervasive, thick mist that obscures the background. The observer's view remains entirely static with no camera movement, anchoring the scene as a strictly stationary observation. Despite the lack of ego-motion, the environment is alive with subtle autonomous dynamics: the heavy fog drifts slowly through the trees and gates, creating shifting patterns of visibility, while the lanterns sway imperceptibly, suggesting a gentle, unseen breeze in this secluded, spiritual setting."
+    },
+    "sekai_game_train_00000000_LongVideo161framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene, first-person journey through a traditional Japanese shrine pathway, enveloped in a quiet, misty atmosphere that evokes a sense of reverence and mystery. The journey begins by moving forward through a long, narrow corridor formed by a series of vibrant red torii gates, their wooden frames standing in solemn alignment and creating a tunnel-like effect that draws the eye toward the distant light. Each gate is inscribed with Japanese characters, their dark calligraphy contrasting against the bright vermilion, and suspended between them are glowing paper lanterns that emit a warm, amber light, casting soft pools of illumination on the stone steps below. The camera glides steadily forward, the perspective moving through the rhythmic repetition of the gates, their symmetry and depth creating a meditative, almost hypnotic rhythm. As the camera ascends a gentle incline, the mist thickens, and the sound of falling rain becomes audible, adding to the tranquil yet somber ambiance. The path eventually opens up, and the perspective emerges from the torii-lined tunnel into a quieter, more natural setting—a stone-paved walkway winding through a dense, fog-draped forest. The surrounding trees stand tall and shadowy, their dark silhouettes barely visible through the haze, while fallen leaves scatter across the ground, hinting at the season. On the right, small red shrine structures peek through the foliage, their traditional architecture blending into the landscape. The camera continues forward along the path, the environment shifting from the structured, man-made corridor to the organic, wild beauty of the forest, maintaining a sense of calm and introspection. The journey concludes as the path fades into the mist, leaving the viewer with a lingering impression of peace, tradition, and the quiet beauty of a sacred space enveloped in nature."
+    },
+    "sekai_game_train_00000000_LongVideo321framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene and atmospheric journey through a traditional Japanese shrine, enveloped in a misty, twilight ambiance. The journey begins by moving forward through a narrow, winding path lined with a dense tunnel of vibrant red torii gates, their vertical posts inscribed with elegant Japanese characters. Each gate is illuminated by a warm, glowing red lantern hanging from the horizontal beam, casting a soft, ethereal light that contrasts with the surrounding darkness and highlights the intricate details of the wood and calligraphy. As the camera glides deeper into the tunnel, the perspective shifts, revealing the path ahead winding through the forested landscape, with the gates receding into the fog. The camera then emerges from the tunnel, transitioning to a quiet, stone-paved walkway flanked by trees whose bare branches reach into the mist, creating a sense of isolation and tranquility. The path leads to a more open area where the torii gates are spaced further apart, allowing glimpses of a small shrine structure in the distance, its silhouette faintly visible through the haze. The camera continues to move forward, capturing the serene beauty of the shrine grounds, with additional lanterns and smaller red structures dotting the landscape. The perspective then shifts to a wider view, showcasing the full extent of the shrine's layout, with the red gates and lanterns creating a rhythmic pattern against the dark, forested backdrop. The video concludes with a final, lingering shot of the shrine, the mist slowly drifting through the trees and the red lights flickering gently, leaving a lasting impression of peace and reverence."
+    },
+    "sekai_game_train_00000000_LongVideo641framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene and atmospheric first-person journey through a traditional Japanese shrine nestled within a mist-shrouded forest. The journey begins by moving forward through a tunnel-like path formed by a dense array of vibrant red torii gates, their wooden surfaces inscribed with Japanese characters and illuminated by the soft, warm glow of lanterns hanging from their beams. The camera glides smoothly along the narrow, stone-paved pathway, flanked on both sides by the repeating arches, creating a powerful sense of depth and symmetry that draws the viewer deeper into the sacred space. As the camera progresses, the perspective shifts slightly, revealing the gates opening into a wider area where the forest begins to encroach, with tall trees and undergrowth visible beyond the boundary of the torii-lined path. The atmosphere remains hushed and contemplative, with the mist filtering through the trees and softening the edges of the landscape, while the lanterns continue to cast a gentle, reddish light that contrasts with the cool, shadowed greens and browns of the surrounding woods. The camera then moves forward into the forest, transitioning from the structured, man-made corridor into a natural, winding trail, where the path is covered in fallen leaves and the trees grow closer together, their silhouettes forming a dark canopy overhead. The journey continues through the quiet woods, the camera moving steadily along the path, with the occasional flicker of a lantern or the faint outline of a shrine structure emerging from the fog, reinforcing the sense of a sacred, secluded place. The overall mood is one of tranquility and reverence, with the interplay of light and shadow, the natural sounds of the forest, and the architectural beauty of the torii gates creating a deeply immersive and meditative experience."
+    },
+    "sekai_game_train_00000000_LongVideo81framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene and atmospheric first-person journey through a narrow, winding pathway lined with a seemingly endless series of traditional Japanese torii gates, their vibrant vermilion red surfaces glowing with an inner warmth that contrasts sharply with the surrounding dimness. The journey begins by entering the tunnel-like passage, where the camera glides forward at a steady, contemplative pace, moving through the dense arrangement of wooden arches that form a rhythmic, repeating pattern, their vertical posts inscribed with delicate Japanese calligraphy in black ink. The perspective is low and immersive, emphasizing the towering height of the gates and the depth of the corridor, which recedes into a misty, indistinct distance, creating a sense of mystery and spiritual passage. As the camera progresses, soft, spherical lanterns suspended from the horizontal beams emit a gentle, warm orange light, casting flickering glows on the weathered stone steps and the moss-covered ground, enhancing the ethereal quality of the scene. The air appears hazy, with a subtle mist drifting through the space, adding to the otherworldly ambiance and softening the edges of the structures. The camera occasionally tilts slightly upward, revealing the intricate joinery of the gates and the way the light filters through the gaps, highlighting the textures of the aged wood and the quiet stillness of the environment. The perspective then shifts subtly to the right, offering a fleeting glimpse of the surrounding greenery and the natural landscape beyond the gates, before returning to the central path, reinforcing the sense of a sacred, meditative journey. The video concludes with the camera continuing its slow advance, the red gates and lanterns blurring into a dreamlike procession, evoking a profound sense of tranquility, reverence, and connection to tradition."
+    },
+    "sekai_game_train_00000000_LongVideoNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
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+  "height": 1080,
+  "prompt": "The first-person perspective begins with a steady forward movement across a vast expanse of snow-covered terrain under a clear blue sky. The camera glides smoothly over undulating mounds of pristine white snow, capturing the expansive and untouched landscape. As the viewer progresses, a tall metal tower comes into view on the right, standing stark against the horizon. The camera continues its advance, revealing a small cluster of buildings nestled among the snowy hills. These structures, with their dark roofs and weathered walls, stand out against the bright white surroundings. The camera pans slightly to the left, offering a closer look at the buildings, which appear to be part of a remote outpost or research station. The sun casts sharp shadows, enhancing the textures of the snow and the rugged surfaces of the buildings. The camera then moves inside one of the structures, revealing a dimly lit interior with wooden beams and scattered debris. Emerging back outside, the camera follows a narrow path bordered by a metal railing, leading towards a rocky outcrop. The surrounding mountains loom in the distance, their peaks shrouded in mist, adding depth to the serene and isolated setting. The entire sequence maintains a consistent eye-level angle, emphasizing the vastness and quiet beauty of the snowy landscape.",
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+    "video_id": "00600200001_0015450_0017250",
+    "location": "Mardi Himal Trail, Kaski, Nepal",
+    "scene": "outdoor-natural",
+    "crowdDensity": "empty",
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+    "timeOfDay": "day",
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+    "prompt": "The first-person perspective begins with a steady forward movement across a vast expanse of snow-covered terrain under a clear blue sky. The camera glides smoothly over undulating mounds of pristine white snow, capturing the expansive and untouched landscape. As the viewer progresses, a tall metal tower comes into view on the right, standing stark against the horizon. The camera continues its advance, revealing a small cluster of buildings nestled among the snowy hills. These structures, with their dark roofs and weathered walls, stand out against the bright white surroundings. The camera pans slightly to the left, offering a closer look at the buildings, which appear to be part of a remote outpost or research station. The sun casts sharp shadows, enhancing the textures of the snow and the rugged surfaces of the buildings. The camera then moves inside one of the structures, revealing a dimly lit interior with wooden beams and scattered debris. Emerging back outside, the camera follows a narrow path bordered by a metal railing, leading towards a rocky outcrop. The surrounding mountains loom in the distance, their peaks shrouded in mist, adding depth to the serene and isolated setting. The entire sequence maintains a consistent eye-level angle, emphasizing the vastness and quiet beauty of the snowy landscape.",
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+      "prompt": "The video presents a first-person perspective from a fixed vantage point overlooking a desolate, high-altitude mountain ridge blanketed in deep snow. The architectural layout features a weathered blue corrugated metal structure and a dilapidated wooden shelter perched precariously on the snowy slope, connected by a worn, icy path. Surface details include the rough, ribbed texture of the metal siding, the splintered wood of the open-air hut, and the uneven, wind-swept patterns of the snowdrifts. The lighting is harsh and diffuse, with a bright sun high in the sky casting soft shadows and illuminating a sea of clouds that obscures the valley below, creating a cold and isolated atmosphere. The observer's view remains entirely static with no camera movement, yet the environment exhibits subtle ambient dynamics: prayer flags attached to the metal building flutter briskly in the mountain wind, and the distant clouds shift slowly, emphasizing the vast scale of the alpine setting."
+    },
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+      "prompt": "The video unfolds as a serene, first-person journey across a vast, snow-covered mountain ridge under a clear, pale blue sky. The journey begins by following a narrow, winding path carved into the pristine white snow, its surface textured with subtle ridges and undulations formed by wind and time. The path, slightly darker and more compacted than the surrounding snow, meanders toward the horizon, flanked by gentle slopes that rise and fall in a rhythmic pattern. As the camera glides forward, the perspective reveals the immense scale of the landscape, with distant mountain peaks faintly visible through a soft haze that blankets the lower valleys. The sun, a bright, luminous orb in the upper right of the frame, casts a gentle, diffused light across the scene, creating soft shadows that accentuate the contours of the snow. The camera continues its steady progression along the ridge, the path occasionally narrowing and widening, revealing patches of exposed earth and ice beneath the snow. On the right side of the frame, a tall, slender metal tower stands as a solitary sentinel, its structure stark against the natural backdrop. The journey then shifts slightly to the left, offering a broader view of the horizon where the snow-covered terrain stretches endlessly, meeting the sky in a seamless blend of white and blue. The camera's movement is smooth and deliberate, capturing the quiet majesty of the environment and the sense of isolation and tranquility that pervades the scene. Finally, the camera retraces its path, returning to the initial viewpoint, completing a circular exploration that emphasizes the symmetry and beauty of the snow-covered landscape, all captured through unhurried, immersive movements that invite contemplation of the serene and untouched wilderness."
+    },
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+      "prompt": "The video unfolds as a serene and expansive first-person journey across a vast, snow-covered mountain ridge, enveloped in a tranquil, high-altitude atmosphere. The journey begins by moving forward along a narrow, well-trodden path carved into the deep snow, its surface a mix of compacted white powder and patches of icy, dirty slush, suggesting recent passage through this remote landscape. The camera glides smoothly along this trail, offering a continuous and immersive perspective that emphasizes the scale and isolation of the environment. As the camera advances, the surrounding terrain reveals undulating snowdrifts and subtle ridges, their surfaces textured with wind-sculpted patterns and scattered footprints, hinting at the presence of unseen travelers. The sky above is a clear, pale blue, with the sun positioned high and bright, casting a soft, diffused light that illuminates the scene and creates gentle shadows that accentuate the contours of the snow. A light mist or fog hovers low in the distance, partially obscuring the distant mountain ranges and adding a layer of ethereal depth to the vista. As the camera continues its forward motion, the perspective gradually shifts to reveal a small, isolated outpost perched atop the ridge. The structure is a modest, rectangular building with a dark, sloped roof, flanked by a tall, slender communication tower and a smaller, secondary building. A red flag flutters atop the main structure, a small but striking point of color against the monochrome landscape. The camera draws closer, offering a more detailed view of the outpost, its sturdy construction suggesting resilience against the harsh elements. The surrounding snow continues to stretch out in all directions, a pristine and untouched blanket that meets the horizon in a seamless blend of white and mist. The journey concludes with the camera pausing at the edge of the ridge, offering a final, sweeping view of the vast, silent expanse, where the outpost stands as a solitary beacon of human presence in an otherwise wild and untamed world. The entire sequence is characterized by a sense of quiet contemplation, with the camera’s smooth, deliberate movement enhancing the feeling of peaceful exploration and the awe-inspiring beauty of the high mountain environment."
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+      "prompt": "The video unfolds as a serene and expansive first-person journey across a snow-covered mountain peak, where the pristine white landscape stretches endlessly under a vast, clear sky. The journey begins by gliding forward along a narrow, icy path etched into the snow, its surface marked by subtle textures and occasional patches of dark, exposed earth, suggesting the passage of time and the relentless forces of nature. The camera moves steadily, revealing the sun high in the sky, casting a bright, diffused light that illuminates the scene and creates a soft glow over the snow, enhancing the sense of isolation and quiet majesty. As the camera glides forward, the path leads toward a small, remote outpost perched on the ridge, emerging from the misty horizon. The perspective then shifts to reveal a modest blue building with a corrugated metal roof, its structure weathered yet functional, nestled against the snowy slope. Adjacent to it stands a tall, slender communication tower, its red and white frame standing in stark contrast to the monochrome environment, while a smaller wooden structure and scattered barrels hint at human presence and activity. The camera continues its smooth traversal, panning around the compound to showcase the surrounding alpine landscape—towering, snow-capped peaks rise in the distance, their rugged forms partially veiled by low-hanging clouds, while the valley below is shrouded in a thick blanket of fog, adding a sense of depth and mystery. The scene is imbued with a tranquil, almost otherworldly atmosphere, where the stillness of the snow, the crispness of the air, and the quiet hum of the distant wind create a moment of profound solitude. The journey concludes as the camera slowly circles back, offering a final panoramic view of the outpost and the vast, untouched wilderness, capturing the delicate balance between human endeavor and the raw power of nature in a remote, high-altitude realm."
+    },
+    "sekai_game_train_00000000_LongVideo81framesNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene, first-person journey across a vast, snow-covered mountain ridge under a clear, bright sky. The journey begins by moving forward along a narrow, well-trodden path that cuts through the deep, powdery snow, its surface marked by a series of footprints and a central depression where the snow has been compressed and slightly melted, revealing a darker, icy or muddy layer beneath. The camera glides steadily forward, maintaining a low, immersive perspective that emphasizes the texture and undulation of the snow, with soft, wind-sculpted drifts and subtle ridges forming a rhythmic pattern across the landscape. As the camera advances, the sun emerges into view, a brilliant, almost blinding orb in the pale blue sky, casting long, soft shadows and creating a luminous glow that reflects off the snow’s surface, enhancing the sense of cold, crisp air and vast openness. The perspective then shifts slightly, revealing a distant, fog-shrouded horizon where the snow-covered peaks fade into a hazy white mist, adding depth and mystery to the scene. On the right, a tall, slender metal tower rises from the snow, its lattice structure stark against the white expanse, suggesting a remote research station or communication outpost. The camera continues its smooth, forward progression, the path leading ever upward, the snow’s surface glistening in the sunlight, while the surrounding landscape remains untouched and silent, evoking a profound sense of isolation, tranquility, and the raw beauty of a pristine, frozen world."
+    },
+    "sekai_game_train_00000000_LongVideoNarrativeCaption-Qwen3-VL-30B-A3B-Instruct.json": {
+      "prompt": "The video unfolds as a serene, first-person journey across a vast, snow-covered mountain peak, where the crisp, clear air and brilliant sunlight create a luminous, almost ethereal atmosphere. The journey begins with a sweeping view of a frozen landscape, the camera gliding forward along a narrow, icy path carved through deep snow, revealing the texture of the frozen ground and the subtle ridges formed by wind and snowfall. As the camera moves, the sun, a bright orb in the clear blue sky, casts sharp shadows and illuminates the pristine white expanse, highlighting the isolation and grandeur of the high-altitude environment. The perspective then shifts, revealing a small, weathered outpost nestled on the ridge, its blue corrugated metal buildings standing out against the white surroundings. The camera approaches the structures, passing a tall communication tower and a smaller wooden shack, both bearing signs of exposure to the harsh elements. The buildings are simple, functional, with snow piled high against their walls and a red flag fluttering atop the main structure, suggesting a remote research or observation station. The camera continues its exploration, moving past a wooden fence and a small pile of firewood, then turning to reveal a rugged, rocky outcrop adorned with colorful prayer flags, a cultural touchstone that adds a sense of human presence and reverence to the wild landscape. The journey concludes with a final, sweeping pan across the snowy terrain, capturing the vastness of the mountain range and the sea of clouds below, evoking a profound sense of tranquility and awe at the beauty and solitude of this remote, frozen world."
+    },
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+      "prompt": "```json\n{\n  \"num_people\": 0,\n  \"num_characters\": 0,\n  \"num_cars\": 0,\n  \"num_animals\": 0,\n  \"total_entities\": 0,\n  \"is_dark\": false,\n  \"is_ugly\": false,\n  \"quality_notes\": \"ok\"\n}\n```"
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