Upload data/Video-Holmes

data/Video-Holmes/.gitattributes

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data/Video-Holmes/README.md

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+---
+license: apache-2.0
+language:
+- en
+size_categories:
+- 1K<n<10K
+task_categories:
+- video-text-to-text
+---
+
+
+<hr>
+
+# Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?
+
+
+**[Junhao Cheng<sup>1,2</sup>](https://donahowe.github.io/), 
+[Yuying Ge<sup>1,&#9993;</sup>](https://geyuying.github.io/), 
+[Teng Wang<sup>1,&#9993;</sup>](http://ttengwang.com/), 
+[Yixiao Ge<sup>1</sup>](https://geyixiao.com/), 
+[Jing Liao<sup>2</sup>](https://scholar.google.com/citations?user=3s9f9VIAAAAJ&hl=en), 
+[Ying Shan<sup>1</sup>](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en)**
+<br>
+<sup>1</sup>ARC Lab, Tencent PCG, 
+<sup>2</sup>City University of Hong Kong
+<br>
+
+<a href="https://video-holmes.github.io/Page.github.io/" target="_blank">
+    <img alt="Website" src="https://img.shields.io/badge/🌎_Website-Video--Holmes-blue.svg" height="20" />
+</a>
+
+<a href="http://arxiv.org/abs/2505.21374" target="_blank">
+    <img alt="arXiv" src="https://img.shields.io/badge/arXiv-Video--Holmes-red?logo=arxiv" height="20" />
+</a>
+
+<a href="https://github.com/TencentARC/Video-Holmes" target="_blank">
+    <img alt="GitHub Repo" src="https://img.shields.io/badge/_GitHub-Video--Holmes-181717?color=181717&logo=github&logoColor=white" height="20" />
+</a>
+
+## 🔎 Introduction
+
+Video-Holmes is <b>a benchmark designed to evaluate the complex video reasoning capabilities of MLLMs</b>. 
+
+Video-Holmes consists of 1,837 questions derived from 270 manually annotated <b>suspense short films</b> (ranging from 1 to 5 minutes), which spans <b>seven carefully designed tasks</b>. Each task is constructed by first identifying key events and causal relationships within films, and then designing questions that require models to <b>actively locate and connect multiple relevant visual clues scattered across different video segments</b>.
+
+⭐ Key Aspects of Video-Holmes:
+
+<ul style="list-style-type: disc; padding-left: 20px;">
+<li><b>One-Click Evaluation:</b> Videos, questions, and evaluation codes are packaged on GitHub and <a href="https://huggingface.co/datasets/TencentARC/Video-Holmes" target="_blank">Huggingface</a>.</li>
+<li><b>High Reasoning Demand:</b> Significant performance gap between reasoning models and non-reasoning models.</li>
+<li><b>Reasoning Process Analysis:</b> Clearly visualizes the reasons behind correct and incorrect model responses.</li>
+</ul>
+
+We aim that Video-Holmes can serve as a <i>"Holmes-test"</i> for multimodal reasoning, motivating models to reason more like humans and emphasizing the ongoing challenges in this field. Please visit our [homepage](https://video-holmes.github.io/Page.github.io/) for more details!
+
+## 📅 News
+
+* [2025-05-29] 🔥We released the training set of Video-Holmes, which consists of 233 videos and 1,551 questions.
+* [2025-05-28] 🔥We released Video-Holmes and corresponding evaluation codes.
+
+## 🚩 Plan
+- [x] Release suspense short film annotations
+- [x] Release benchmark construction codes
+- [x] Release training data
+- [ ] Support evaluation from [VLMEvalKit](https://github.com/open-compass/VLMEvalKit)
+## 🏆 Leaderboard
+🏅 Best performance model: [Gemini-2.5-Pro](https://gemini.google.com/)
+
+🏅 Best thinking model based on Qwen2.5-VL-7B: [Video-R1](https://github.com/tulerfeng/Video-R1)
+
+➡️ [Full leaderboard](https://video-holmes.github.io/Page.github.io#leaderboard)
+
+> Welcome to contact us at Howe4884@outlook.com to upload your model to the leaderboard.
+
+
+## 🚀 Quick Start
+
+To download Video-Holmes, you can run the following commands:
+```shell
+git clone https://github.com/TencentARC/Video-Holmes.git
+cd Video-Holmes
+pip install huggingface_hub
+python download.py --hf_token YOUR_HUGGINGFACE_ACCESS_TOKEN
+unzip Benchmark/videos.zip -d Benchmark/
+unzip Benchmark/annotations.zip -d Benchmark/
+```
+
+We provide all-in-one evaluation codes for baseline models:
+```shell
+python evaluate.py --model_name YOUR_MODEL_NAME --model_path YOUR_MODEL_PATH (optional)
+```
+
+Supported Model List:
+
+| QwenVL | QwenVL-RL | InternVL | Gemini |
+|----------------|----------------|----------------|----------------|
+| Qwen2.5-VL-7B  | VideoChat-R1  | InternVL2.5-8B | gemini-2.0-flash |
+| Qwen2.5-VL-32B | Video-R1  | InternVL3-8B | gemini-2.0-pro-exp | 
+
+You can also customize your model by specifying the `--model_path` argument, or by implementing the following functions: `prepare_your_model` (line 388) and `generate_your_model` (line 439).
+
+<details>
+<summary><b>🧐 Reasoning Process Analysis</b></summary>
+  
+You first need to apply a [DeepSeek API key](https://platform.deepseek.com/api_keys) and then you can run the following commands to analyze the reasoning process of your models:
+
+```shell
+python evaluate_reasoning.py --model_name YOUR_MODEL_NAME --api_key YOUR_API_KEY
+```
+
+</details>
+
+<details>
+<summary><b>🪄 Generate Your Holmes-Test</b></summary>
+  
+To generate questions for your videos with annotations, you can run the following commands:
+
+```shell
+cd Pipeline
+python generate_questions.py --api_key YOUR_API_KEY
+```
+
+> Note: You can down load the video on YouTube according to the `VIDEO_ID` by `https://www.youtube.com/watch?v=VIDEO_ID`
+</details>
+
+
+## :closed_book: License
+- Video-Holmes is released under the Apache-2.0 license for academic purpose only.
+- All videos of the Video-Holmes are obtained from the Internet which are not property of our institutions. Our institution are not responsible for the content nor the meaning of these videos. The copyright remains with the original owners of the video.
+- If any video in our dataset infringes upon your rights, please contact us for removal.
+  
+## 📜 Citation
+
+If you find our work helpful, please consider giving a star ⭐ and citation 📝
+
+```BibTeXw
+@article{cheng2025video,
+  title={Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?},
+  author={Cheng, Junhao and Ge, Yuying and Wang, Teng and Ge, Yixiao and Liao, Jing and Shan, Ying},
+  journal={arXiv preprint arXiv:2505.21374},
+  year={2025}
+}
+```

data/Video-Holmes/annotation_training.zip

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data/Video-Holmes/annotations.zip

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data/Video-Holmes/annotations/-0OO9rjHHRI.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:20",
+        "Description": "The man is scrolling on his phone to look at beautiful women on the sofa, and his partner suddenly jumps out from behind and checks his phone."
+      },
+      {
+        "TimeRange": "00:20-00:40",
+        "Description": "The woman questioned the man about who the beautiful girl she swiped was, and the man lied that he didn't know, but the woman found that the man had liked many of her photos and commented: Iamthirstyonyou."
+      },
+      {
+        "TimeRange": "00:40-00:56",
+        "Description": "The woman started laughing, then said to the man, \"You're so thirsty,\" and poked the man's nose with her finger. At that moment, the lights suddenly flickered."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "men and women",
+        "Relation": "partner",
+        "Reason": "The two live together, and the woman gets jealous when the man browses beautiful women."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:56",
+        "Clue": "The light suddenly flashed when the woman touched the man.",
+        "Conclusion": "The woman is about to trigger her superpower, making the man very thirsty (a pun, as the man desires other beauties, so the woman makes him \"thirsty\")."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Women can activate superpowers to make men thirsty.",
+      "PositiveImpact": "Punish men thirsty on other women",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Be loyal to your partner, or you will be punished."
+  }
+]

data/Video-Holmes/annotations/-9efDDdJAyM.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:56",
+        "Description": "The woman in a black dress and red cape is sending a message to her mom, who says she will be back soon. At this moment, a woman in a yellow dress limps up behind her. The yellow-dressed woman gives her some candy from a Halloween-decorated bucket and says she is a smiling woman. Then she walks away with a creepy smile."
+      },
+      {
+        "TimeRange": "00:56-02:08",
+        "Description": "A woman in a yellow dress appeared again in the direction where the woman in the yellow dress had left. That person suddenly disappeared and then appeared beside the woman, revealing a sinister smile. The woman walked away in fear, not expecting to encounter the woman in the yellow dress again ahead. The woman in the yellow dress approached the woman in red with a strange posture. The woman in red retreated, but the woman in yellow teleported behind her and attacked her."
+      },
+      {
+        "TimeRange": "02:08-02:47",
+        "Description": "The woman in green (the mother of the woman in a black dress and red cape) is sitting in the car, while at this time the original woman also puts on a yellow dress and finally attacks her mother."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The woman in a black dress and red cape at the beginning of the video and the green-clad woman at the end of the video.",
+        "Relation": "mother and daughter",
+        "Reason": "The woman in the black dress sent a message saying she wanted to show her mother the dress."
+      },
+      {
+        "Combination": "The video starts with a woman in a black dress and a red cape and a woman in yellow.",
+        "Relation": "Victim and perpetrator",
+        "Reason": "The woman in yellow finally attacked the woman in red and assimilated her."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:32",
+        "Clue": "Huang Yi woman gives the red-clothed woman candy.",
+        "Conclusion": "The candy bucket is decorated as a pumpkin, indicating that today is Halloween."
+      },
+      {
+        "Time": "02:40",
+        "Clue": "The woman at the beginning of the video is sitting in her mother's car, wearing a yellow dress.",
+        "Conclusion": "She has been killed."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The yellow-clad woman can teleport and turns normal people into yellow-clad ones after attacking them.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Used to harm people"
+    },
+    "Core Theme": "Superpowered criminals are terrifying."
+  }
+]

data/Video-Holmes/annotations/-WsZ2fUXbZg.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:06-00:40",
+        "Description": "At the beginning of the video, a castle is shown. A girl walks into the castle and picks up a book with a vampire printed on it and opens it. At this time, a vampire walks down the stairs holding a scepter. With a wave of his hand, the torches walking around are all lit."
+      },
+      {
+        "TimeRange": "00:40-01:22",
+        "Description": "The girl stood up, the vampire jumped down and walked towards her. Then he teleported behind the girl, who was scared away. The vampire teleported in front of her again, knocking the girl's book to the ground."
+      },
+      {
+        "TimeRange": "01:22-02:15",
+        "Description": "The girl fled swiftly, but the vampire automatically closed the door, then manipulated the ropes to bind and drag her over. The vampire controlled the girl like a puppet with the strings, and she broke free before the two chased each other through the castle."
+      },
+      {
+        "TimeRange": "01:15-02:55",
+        "Description": "The footage shows two people tugging at each other, dancing-like. The vampire forcibly dances with the girl, who is reluctant. Suddenly, the girl spots light under the curtain. She comes up with a plan: she cooperates with the vampire to dance and lures him to the curtain. The vampire, tempted by lust, prepares to undress her. Seizing the opportunity, she pulls down the curtain and strikes the vampire with an axe. Exposed to sunlight, the vampire's skin rots. In the end, the girl, with a fierce expression, seizes the vampire's staff."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Girl and vampire",
+        "Relation": "Predator and prey to each other",
+        "Reason": "The girl came to the castle to hunt the vampire, and the vampire wanted to eat the girl."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "02:50",
+        "Clue": "The girl looks up at the curtain.",
+        "Conclusion": "She thought of using light to outwit the vampire."
+      },
+      {
+        "Time": "03:31",
+        "Clue": "The girl holds a scepter.",
+        "Conclusion": "The purpose of her trip was to hunt down the vampire and then inherit his power."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "vampire",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Exposure to light causes skin to rot."
+    },
+    "Core Theme": "The dragon-slaying hero eventually becomes the dragon."
+  }
+]

data/Video-Holmes/annotations/-lzle9PARKM.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:30",
+        "Description": "The woman in yellow shouted, \"What do you want me to do?\" The man in black fired his gun and then approached her. The woman in yellow urged the man in black to think about their child, but he ignored her. (The woman must have been having an affair.)"
+      },
+      {
+        "TimeRange": "00:30-02:01",
+        "Description": "At this moment, a woman in pink came and attracted the man's attention. The woman in yellow took the opportunity to run away and hid under the car with the woman in pink. The man didn't notice, and they ran upstairs again."
+      },
+      {
+        "TimeRange": "02:08-03:35",
+        "Description": "A man in white walked out of the room (presumably the lover of the two girls), and he placed many candles on the ground. The woman in pink asked him to leave their house. At this moment, a man in black appeared and broke down the door, threatening to make the three pay the price. However, at that time, a small part of the rooftop suddenly collapsed and crushed the man in black, then he knocked over the candles. The remaining three began to celebrate, but the candles set the house on fire, and the whole movie ended."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The woman in yellow and the man in black",
+        "Relation": "partner",
+        "Reason": "The woman in yellow asks the man in black to think about the child."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "03:33",
+        "Clue": "The man in black knocked over the candle.",
+        "Conclusion": "Trigger subsequent candle burning of the house"
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Doing wrong things will eventually pay the price."
+  }
+]

data/Video-Holmes/annotations/-s8JLiRIksE.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:40",
+        "Description": "At the beginning of the video, it shows on an African savanna, a man sitting on a motorcycle holding a gun leaps over a small pit and is accidentally knocked down. At this time, the person on the motorcycle didn't notice that he had fallen and had already driven far away."
+      },
+      {
+        "TimeRange": "00:40-01:20",
+        "Description": "At this moment, a lion appeared, and the man pointed his gun at the lion. While they were confronting each other, the man discovered a local tribal black man holding a black spear. The man became very flustered, alternately pointing his gun at the lion and then at the tribal black man."
+      },
+      {
+        "TimeRange": "01:20-02:18",
+        "Description": "The man wanted to snatch the tribe's black spear but was stopped. At this moment, the man was very angry and pushed the tribesman away, grabbed the spear, and left. Then the lion began to chase the man. The man ran in fear, then shot at the lion but missed. Just then, the lion pounced on him. And the tribal black man appeared in time and threw out the black spear."
+      },
+      {
+        "TimeRange": "01:20-02:55",
+        "Description": "The camera shows the man sitting up, the lion is gone, and only a black spear remains on the ground. The man looks into the distance, seeing only the backs of the tribal blacks slowly moving away."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The man with a gun and the black man holding a spear",
+        "Relation": "stranger",
+        "Reason": "When the two met, the man was very flustered, fearing that the black man would harm him."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "02:26",
+        "Clue": "The man scratched his head and sat up.",
+        "Conclusion": "The lion has been driven away."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Prejudice in people's hearts is a great mountain. People's hearts may be more terrifying than animals."
+  }
+]

data/Video-Holmes/annotations/-xApFdcFSQw.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:05-01:08",
+        "Description": "Inside a room, a voice comes: \"Jay, come here, I'm in the room.\" A little boy walks to the corridor and is quickly dragged into the room by a hand. Inside the room is a man, who is hugging the boy in terror. The two chat with the door closed, their eyes filled with fear."
+      },
+      {
+        "TimeRange": "01:08-02:52",
+        "Description": "The boy turned his head and found the man's face had become extremely terrifying. The scene shifted, and the man from the beginning of the video walked from the corridor toward the room just now, trying to open the door but failing. After many attempts, the door suddenly opened, revealing the back of a little boy inside. The man slowly approached and walked in, when the door behind him suddenly closed on its own. The man turned his head, and the camera focused on the little boy, who had already put on a mask."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The man and the boy in the first half of the video",
+        "Relation": "Men are bad, the boy (Jay) is real.",
+        "Reason": "The first half is fake, tricking the boy into the house."
+      },
+      {
+        "Combination": "The man and the boy in the second half of the video",
+        "Relation": "The boy is fake (the villain), while the man is real (Jay's father).",
+        "Reason": "The second half is true, Dad came over, but was tricked into the house by his already attacked son."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:31",
+        "Clue": "The man knocks on the door.",
+        "Conclusion": "This man looks exactly like the guy with the terrifying mask earlier; he must be the real Jay's dad."
+      },
+      {
+        "Time": "02:38",
+        "Clue": "The boy is wearing a mask.",
+        "Conclusion": "The boy has been killed, and the murderer is now going to kill his father."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Terrorist mask",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Can transform into the appearance of a real person to deceive their relatives into killing."
+    },
+    "Core Theme": "Be careful in everything."
+  }
+]

data/Video-Holmes/annotations/0at001QMutY.json

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+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:01-00:24",
+        "Description": "The woman walked into the old-fashioned elevator. She looked up and saw a person wearing a plastic bag on the corridor. When she turned her head, the person with the plastic bag on their head also turned toward her."
+      },
+      {
+        "TimeRange": "00:24-01:34",
+        "Description": "The elevator starts to go down, stops at a certain floor, and the woman looks outside in horror, with the plastic bag person right there. The next shot shows the elevator returning to the first floor, the door opens, but the elevator is empty inside."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Women and people wearing plastic bags on their heads",
+        "Relation": "victim and perpetrator",
+        "Reason": "Finally, there was no one in the elevator, and the woman should have been killed."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:28",
+        "Clue": "There is no one in the elevator.",
+        "Conclusion": "The woman was killed."
+      },
+      {
+        "Time": "01:13",
+        "Clue": "The woman looks terrified.",
+        "Conclusion": "The woman saw the plastic bag person and was very scared."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Be careful of criminals."
+  }
+]

data/Video-Holmes/annotations/0hUNyyjIYuM.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:06-01:18",
+        "Description": "The man walked into the laundromat, holding a black bag containing clothes. He was the only person in the laundromat. The man inserted coins into the self-service machine, then put laundry detergent and clothes into the washing machine. At this moment, a robot walked out from behind the curtain next to the man and asked if he needed help. The man asked the robot where Jimmy was, and the robot said Jimmy no longer worked there."
+      },
+      {
+        "TimeRange": "01:18-02:58",
+        "Description": "The man said his clothes were stuck in the washing machine and asked the robot to help him open the door and give him a replacement. The robot said of course. After opening it, the robot was about to leave, but the man said the refund hadn't been processed. Then the man and the robot argued. The robot didn't understand, and the man kept repeating: \"My money.\" But the robot thought it was some kind of music and never gave the correct response. The man emphasized that he wanted his money back and swore at the robot, demanded human service, and then forced the robot into a corner."
+      },
+      {
+        "TimeRange": "02:58-02:47",
+        "Description": "The man kept scolding the robot, and suddenly the robot's face turned from blue to red. The man quickly ran away, took his clothes, opened the door, and left. At this moment, the robot turned back to blue and began serving the next person."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Man and Jimmy",
+        "Relation": "Two acquaintances",
+        "Reason": "If a man has a problem and needs to find Jimmy, it can be inferred that Jimmy should be an employee or the person in charge of this laundry shop, and they know each other."
+      },
+      {
+        "Combination": "Man and robot",
+        "Relation": "Customers and robot waiters",
+        "Reason": "This store has now become robot-serviced."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "02:18",
+        "Clue": "The robot changes from blue to red.",
+        "Conclusion": "The robot starts to get angry."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Robots are also people and can have emotions."
+  }
+]

data/Video-Holmes/annotations/1Y25c1UP_Fs.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:09-01:06",
+        "Description": "This is a scrambled short film. First, it shows the man closing the car's trunk (he has killed the woman). Then the main part begins: the basin is dripping, the clock shows 4 o'clock, and a woman is playing a word game. Then the man says he wants the woman to go with him. At this time, the clock shows 8 o'clock, the water in the pot is boiling, and the basin is dripping. Then the woman refuses the man, saying she doesn't want to go."
+      },
+      {
+        "TimeRange": "00:56-01:36",
+        "Description": "The man adjusted the pocket watch to 12 o'clock. Then he sat on the chair. At this time, the water basin stopped dripping, the clock showed 12 o'clock, and then the water in the pot stopped boiling. The man began to eat steak, he cut it with a knife, then ate slowly, and tasted the red wine."
+      },
+      {
+        "TimeRange": "01:36-02:55",
+        "Description": "At this moment, a quick flash was made, alternating between the scene of the man sitting and talking to the woman and the scene of the man eating steak. On the opposite side, the scene of the man and the girl falling on the dining table flashed by. Finally, the camera focused on the girl's neck being slashed open with a knife. Then the man continued to eat steak."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "woman and man",
+        "Relation": "Victim and perpetrator",
+        "Reason": "The man killed the woman because she didn't want to go somewhere with him."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:12",
+        "Clue": "The man is cutting the steak.",
+        "Conclusion": "Implied that he killed the woman as if cutting a steak."
+      },
+      {
+        "Time": "00:09",
+        "Clue": "The man closed the trunk.",
+        "Conclusion": "This is in the first scene at the beginning of the video, using a flashback technique. From the later conclusion, it can be inferred that the man eventually killed the woman and put her body in the trunk."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Stay away from psychopaths"
+  }
+]

data/Video-Holmes/annotations/1YUOij8V5Lg.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:05-01:15",
+        "Description": "A black man in a red suit sits by the bed, and a man in a white mask approaches and looks at him. The black man quickly puts away a red box, then he starts to feel dizzy, then he raises his head and begins to walk out of the room."
+      },
+      {
+        "TimeRange": "01:15-03:00",
+        "Description": "He rubbed his hand, probably ready for a fight, then opened the door. After going out, he found a person on the ground wearing a white-masked clown headpiece. The black man rushed into a room, took out a pistol from under the bed, then loaded the bullets. Then he opened the door and walked towards the living room again. At this time, the person with the clown mask on the ground stood up, holding a knife. The black man finally fired a shot."
+      },
+      {
+        "TimeRange": "03:00-03:43",
+        "Description": "The camera shows the refrigerator open, then many cans are placed on the ground. The red box in the room is opened, and inside is a note with a clown mask printed on it, and next to it are many words, roughly saying \"leavemealone, youarenotme, stoplauging\". Finally, the camera focuses on the ground, where the black man initially seen is wearing a clown costume, lying on the ground with a handgun."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Red-clad black man and clown",
+        "Relation": "The same person",
+        "Reason": "He should have suffered from schizophrenia, feeling that he was not a single person, and finally killed himself with a pistol in a hallucination."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:37",
+        "Clue": "Camera shake",
+        "Conclusion": "Show a black person dizzy with camera shaking, implying he is likely having a mental breakdown (schizophrenic episode)."
+      },
+      {
+        "Time": "03:14",
+        "Clue": "The black man is lying on the ground.",
+        "Conclusion": "Previously, it showed a black man shooting at the clown, but now the one lying on the ground is the black man himself wearing the clown's costume, further proving that he is schizophrenic and killed himself during a psychotic episode."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Black schizophrenia",
+      "PositiveImpact": "None",
+      "NegativeImpact": "May self-harm"
+    },
+    "Core Theme": "Schizophrenic patients may self-harm."
+  }
+]

data/Video-Holmes/annotations/1rFSUW_HjYs.json

@@ -0,0 +1,39 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:06-01:20",
+        "Description": "A girl came home while making a phone call. There was a mousetrap at home, and the mouse ran past it. Then the girl went into her room. The room was very dark, so the girl turned on the desk lamp and continued the phone call. There were mousetraps all over the girl's room, and she almost stepped on a glue trap."
+      },
+      {
+        "TimeRange": "01:20-02:52",
+        "Description": "The girl saw the mouse waving at her. She was so angry that she picked up a broom. The mouse's eyes glowed red. The girl hit the mouse many times with the broom, and eventually, the mouse died, and the red light went out. The girl picked up the mouse, and at this moment, a flash of green light suddenly passed by. The camera zoomed in on a super-large mouse walking over. The girl picked up the phone, and the camera showed the outside, the house's exterior. This green light came from a UFO shaped like cheese, probably an alien familiar invading Earth."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "None",
+        "Relation": "None",
+        "Reason": "None"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:21",
+        "Clue": "Something greets the girl.",
+        "Conclusion": "It's a mouse, and it's a mutated/alien mouse."
+      },
+      {
+        "Time": "02:52",
+        "Clue": "There is a cheese-like flying object outside the house.",
+        "Conclusion": "This should be the UFO of mice, alien mice are invading Earth."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Alien mice invade Earth",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Hard to kill, large in size, capable of controlling UFOs, other abilities unknown."
+    },
+    "Core Theme": "Alien mice invade Earth"
+  }
+]

data/Video-Holmes/annotations/1sCBEzxF_K4.json

@@ -0,0 +1,49 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:06-01:20",
+        "Description": "On a snowy platform, a woman in green walks by, and at this moment, a woman in a yellow dress is nearby. The woman in green asks if her mother is doing well, then says she has to work during Christmas and won't be coming back. At this time, the woman in the yellow dress appears on the opposite side of the platform and smiles at the woman in green. The woman in green tells her mother she has to hang up the phone. Then the woman in the yellow dress suddenly disappears."
+      },
+      {
+        "TimeRange": "01:20-04:00",
+        "Description": "The woman in green took off her headphones and looked around. Suddenly, the woman in yellow appeared beside her and peeked over. When the woman in green turned back, the woman in yellow had vanished, leaving only a Christmas gift with her name, Zara, written on it. The woman in green shook the gift and then opened it. She took out a yellow dress from inside. Just then, her phone received a message from an unknown sender asking if she liked the yellow dress she had received. The woman in green told the sender to show themselves immediately. The unknown replied that they were right behind her. Then, the woman in yellow indeed appeared behind her. Terrified, she ran and sat on a bench at another platform. Suddenly, the woman in yellow teleported there again. The woman in green tried to call the police on her phone, but it was out of battery. The woman in yellow approached her in a strange manner. The woman in green pressed the elevator button and entered, but when she turned around, the woman in yellow was there too. In the end, the woman in green also turned into a yellow dress and sent a message to her mother saying she would return for Christmas."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Unknown people in the phone and the woman in a yellow dress",
+        "Relation": "The same person",
+        "Reason": "Unknown said she was right behind the woman in green, but it turned out the woman in yellow was there."
+      },
+      {
+        "Combination": "The woman in green and the woman in yellow.",
+        "Relation": "Victims and perpetrators",
+        "Reason": "The woman in the yellow dress killed the woman in the green dress."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:33",
+        "Clue": "The girl turned her head and found a gift on the chair.",
+        "Conclusion": "The girl in the yellow dress can teleport. In the previous shot, she was still beside her, and in the next second, she teleported away and left this gift."
+      },
+      {
+        "Time": "03:11",
+        "Clue": "The girl picks up the phone.",
+        "Conclusion": "She wanted to call the police or contact her family, but failed because the power was out."
+      },
+      {
+        "Time": "03:59",
+        "Clue": "Show the girl's phone sending a message to her mom saying she's coming back for Christmas.",
+        "Conclusion": "The girl has been killed and mutated to kill her mother."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The yellow-dressed woman can teleport, walks abnormally, and can mutate people into the same yellow-clad women.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Harm innocent people"
+    },
+    "Core Theme": "Superpower crimes are terrifying."
+  }
+]

data/Video-Holmes/annotations/1wgVF0baG5U.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:09-01:06",
+        "Description": "The camera shows an empty house, with the woman in blue moving things around; she seems to be settling into her new home. Then she takes a selfie and tags it with the topics \"new home\" and \"new beginning,\" then says she can't believe she's finally found a place. At this moment, the reflection of her in the nearby mirror turns to look at her, but she doesn't move."
+      },
+      {
+        "TimeRange": "01:06-02:55",
+        "Description": "She started scrolling through her Instagram and then discovered some things in her account that she hadn't posted. At this moment, the lights in the house flickered, and then the person in the mirror actually stood up and greeted her, but when she looked back, there was nothing there. The person in the mirror turned and walked towards the room. Then, in reality, the door to the room really closed. The woman in blue slowly walked towards that door."
+      },
+      {
+        "TimeRange": "01:06-02:55",
+        "Description": "She walked into the room and turned on the light, discovering a sealed object. She slowly peeled off the sealing cloth, and behind it was a mirror. Then she saw someone who looked just like her. At that moment, the light flickered again. That person snapped their fingers, and then their positions reversed. The woman who had originally been outside was trapped inside the mirror, while the person from the mirror came out to replace her and resealed the mirror."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The woman in blue and the person in the mirror",
+        "Relation": "True self and imitator (supernatural phenomenon)",
+        "Reason": "The imitator sent her a message asking her to stop imitating her, lured her into the room to tear off the seal cloth of the mirror, and complete the body transformation to replace the original owner's life."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "03:45",
+        "Clue": "The woman in blue snapped her fingers, and the camera began to move quickly.",
+        "Conclusion": "The blue-dressed woman in the mirror activated her superpower to swap the souls of the two, allowing her to live in place of the real blue-dressed woman."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The imitator in the mirror can activate superpowers to swap bodies with the original (by snapping fingers).",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Live in place of the original person"
+    },
+    "Core Theme": "Terrifying superpowered criminal"
+  }
+]

data/Video-Holmes/annotations/CGFrjDAx638.json

@@ -0,0 +1,55 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:11",
+        "Description": "A woman was walking alone in the train station, looking down and rummaging through her bag. When she looked up, she encountered a clown man and got scared."
+      },
+      {
+        "TimeRange": "00:12-00:54",
+        "Description": "The clown man grabbed the air with his hand, pretending to make a phone call. At the same time, the public phone beside the woman rang. She asked if it was the clown who called, and the clown nodded. So the woman answered the phone, while the clown looked at his own hand. However, the woman's phone also emitted a strange sound. Because she had to catch a train, the woman hung up and left. After the woman left, the clown's face turned into an angry expression."
+      },
+      {
+        "TimeRange": "00:55-01:40",
+        "Description": "The woman sat on the bench waiting for the bus when suddenly the clown from earlier appeared beside her. She was so frightened that she covered her chest with her hands. The clown mimicked her action as well. Then she raised her hand to greet the clown, and the clown imitated her movement again, even smiling at her. Later, she turned and walked away, glancing back at the clown, only to find him still mimicking her actions and smiling the same way. Frightened, she ran off."
+      },
+      {
+        "TimeRange": "001:41-02:35",
+        "Description": "The woman found another bench to sit on, turned back, and saw that the clown had disappeared. Thinking it was a prank, she relaxed, took an apple from her bag, and started eating, only to find the clown sitting on the bench across the tracks watching her. Annoyed and wanting to ignore him, she turned her head away, intending to continue eating the apple, but discovered her hand was no longer under her control. As expected, the clown's hand was also raised in the same position. And her hand began to mimic the clown's movements."
+      },
+      {
+        "TimeRange": "02:36-03:13",
+        "Description": "The clown laughed and looked towards the tracks, or was approaching their position. The clown stood up with a sinister laugh and walked towards the direction of the tracks. As expected, the woman did the same; she walked desperately to the edge of the tracks. Just at the moment of arrival, or perhaps just before, the clown lifted his foot and stepped forward."
+      },
+      {
+        "TimeRange": "03:14-03:26",
+        "Description": "The apple in the woman's hand fell at the clown's feet. The clown casually picked it up, then walked away as if nothing had happened, eating the apple."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Clown and woman",
+        "Relation": "Stranger (perpetrator and victim)",
+        "Reason": "The clown finally led the woman onto the railroad tracks."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:16",
+        "Clue": "The clown can make a phone call with empty hands.",
+        "Conclusion": "The clown has superpowers."
+      },
+      {
+        "Time": "00:53",
+        "Clue": "The clown's expression changed in voice.",
+        "Conclusion": "The woman angered the clown, and the clown wants revenge."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The clown can make calls with None physical objects and even control others' behavior by imitation.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "It can allow people to walk towards death on their own."
+    },
+    "Core Theme": "None"
+  }
+]

data/Video-Holmes/annotations/CWQZzNWJUsQ.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:42",
+        "Description": "Kate was in the room, carefully pulling open the curtains, and saw a man wearing a hat standing downstairs. Kate, frightened, quickly closed the curtains and picked up the phone to call Esther. Esther didn't answer, so Kate left a message, asking Esther to call back later—he had found her. After speaking, Kate turned her head to look out the window, stood up in fear, and walked to the curtains again, cautiously looking downstairs. The person standing there was gone. Kate wanted to take another careful look. Just then, the phone rang, startling Kate."
+      },
+      {
+        "TimeRange": "00:43-01:50",
+        "Description": "Kate went to answer the phone, and it was Esther who called. Esther asked her what she meant by the message she had just left. Kate told Esther about the situation where she saw a man, and Esther comforted her, saying that she might have seen it wrong. Esther then asked if Kate had turned off her phone, and Kate said she had. But soon, Kate's phone received a message saying, \"Hacking into a phone is not difficult,\" followed by a picture of Kate's location and a photo of Kate entering the door. After hearing this, Esther told Kate not to worry and that she would come to find her right away."
+      },
+      {
+        "TimeRange": "01:51-03:08",
+        "Description": "Kate had just hung up the phone when there was a knock on the door. Kate didn't dare to open the door and shouted loudly inside for the person outside to leave. Esther's voice came from outside. Kate opened the door, turned around and walked forward, and Esther came in. Kate, with her back to Esther, said that she didn't remember giving Esther her room number. Esther took out a knife from her clothes and stabbed it towards Kate. She told Kate that it was because she knew about Kate and John's affair. Kate fell to the ground. Esther picked up the phone on the bed and sent a message to John, asking him to come out to see Kate. John replied that he would come out."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Esther and Kate",
+        "Relation": "Know (murder and being murdered)",
+        "Reason": "Kate encountered danger and sought Esther's help immediately. Esther also provided Kate with a way to hide. In the end, Esther killed Kate."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:27",
+        "Clue": "The hacker sent photos of where Kate lives and photos of Kate entering the door.",
+        "Conclusion": "Kate's location was found out by hacking the phone."
+      },
+      {
+        "Time": "02:32",
+        "Clue": "Esther takes out a knife.",
+        "Conclusion": "The person tracking Kate is Esther."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Mobile phones can easily expose personal locations."
+  }
+]

data/Video-Holmes/annotations/CjnS4_BQAwM.json

@@ -0,0 +1,61 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:32",
+        "Description": "The man in the jacket came home from outside and searched for his brother, the man in red, inside the house. He looked everywhere on the first floor but found no one. He saw scattered medicine bottles and pills on the table and ran upstairs worriedly."
+      },
+      {
+        "TimeRange": "00:33-00:50",
+        "Description": "The man in the jacket saw the man in red sitting on a chair in the room, his eyes dull and his posture motionless. The man in the jacket immediately went up to check on the man in red and said he would call his mother. Just as he was making a phone call in the hallway, the man in red walked out of the room and collapsed in front of the man in the jacket."
+      },
+      {
+        "TimeRange": "00:51-01:34",
+        "Description": "The man in red found himself lying in a forest. He stood up, and the man in the jacket walked toward him. The man in the jacket asked about the man in red's physical condition. The man in red said he had a panic attack and couldn't remember whether he had taken his medication or taken too much. He also mentioned that he had been experiencing hallucinations lately after taking too much medication."
+      },
+      {
+        "TimeRange": "01:35-02:18",
+        "Description": "Just as they were discussing, the figure of a man in black appeared not far from them. Upon noticing, they quickly fled. But no matter where they ran, the figure of the man in black would always appear near them. As they ran, the man in the jacket accidentally fell. The man in the jacket struggled to get up and wanted to continue running, but the man in black instantly teleported behind him, grabbed him, and snapped his neck. Seeing this, the man in red collapsed to the ground in despair."
+      },
+      {
+        "TimeRange": "02:19-02:56",
+        "Description": "The red-clad man lying on the ground woke up, he stood up groggily, and he found the jacketed man lying motionless downstairs. The red-clad man picked up the medicine bottle on the table, thinking he was hallucinating, but turned around to find the black-clad man he had encountered in the woods just now standing right behind him."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Jacket man and red-clothed man",
+        "Relation": "brother",
+        "Reason": "The man in the jacket said he wanted to find their mother to come and see the situation of the man in red."
+      },
+      {
+        "Combination": "Jacket man and black-clad man",
+        "Relation": "The victim and the murderer",
+        "Reason": "The black-clad man twisted the jacketed man's neck."
+      },
+      {
+        "Combination": "The man in black and the man in red",
+        "Relation": "Hunter and Fugitive",
+        "Reason": "The black-clad man chased the red-clad man."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:29",
+        "Clue": "The man in red said that taking too much medicine would cause hallucinations.",
+        "Conclusion": "The man in red has taken too many pills; he is now in his own hallucination."
+      },
+      {
+        "Time": "02:48",
+        "Clue": "The man in black suddenly appeared behind the man in red.",
+        "Conclusion": "The man in black has the ability to teleport."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The black-clad man can teleport instantly.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Can quickly catch up with the victim and then kill them."
+    },
+    "Core Theme": "Do not abuse drugs."
+  }
+]

data/Video-Holmes/annotations/Cw3dwaCXOdk.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:39",
+        "Description": "The male protagonist is busily typing at the computer when messages keep coming in. He receives a work email telling him to come to work earlier tomorrow. The male protagonist sighs, then his phone receives another message asking if he's busy. While he's replying to the message, his phone rings again. The male protagonist turns off the phone, but various messages and calls keep coming in nonstop."
+      },
+      {
+        "TimeRange": "00:40-02:53",
+        "Description": "The male protagonist, unable to bear it any longer, opens the drawer. Inside is a box labeled \"Calm.\" The sounds of phone calls and messages keep coming. Hesitantly, he picks up the box and puts the headphones inside on his ears. Everything becomes tranquil. A female voice in the headphones tells him to close his eyes, take a deep breath, answer the phone, reply to the messages, and quit his job. After replying, the male protagonist feels relieved. The female voice continues to persuade him to turn off the computer and throw away the phone. He follows her instructions and goes to the beach as she says."
+      },
+      {
+        "TimeRange": "02:54-03:24",
+        "Description": "The male protagonist arrives at the beach, and a female voice tells him to keep breathing deeply, let go of control, move forward, step by step into the sea, deeper and deeper."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "male protagonist",
+        "Relation": "A person with controlled mind",
+        "Reason": "The male protagonist is bewitched by the female voice and walks step by step towards death."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "03:24",
+        "Clue": "The male protagonist walks towards the sea.",
+        "Conclusion": "The male protagonist is bewitched by the female voice and steps towards death step by step."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "True peace is death."
+  }
+]

data/Video-Holmes/annotations/DAthsSqLcjo.json

@@ -0,0 +1,47 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:42",
+        "Description": "The girl was washing dishes when a green light shining through the window caught her attention. She opened the door and went out, but it was pitch dark outside."
+      },
+      {
+        "TimeRange": "00:42-01:24",
+        "Description": "The girl walked along the path in the woods, and in the blink of an eye, she was on the lawn. She called her brother to come pick her up."
+      },
+      {
+        "TimeRange": "01:24-01:54",
+        "Description": "In the car, the girl talked to her younger brother about feeling like she was being followed, and the brother said that if this happened again, she could contact him at any time."
+      },
+      {
+        "TimeRange": "01:54-02:08",
+        "Description": "The girl returned home, still feeling watched. When she turned her head, her mouth fell open, and a green glow emanated from her body, gradually fading away in jerky, frame-skipping motions like a broken video."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The girl and the boy who came to pick her up.",
+        "Relation": "sibling relationship",
+        "Reason": "The girl's parents also left a house for the boy."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:33",
+        "Clue": "The boy guessed as if haunted by a ghost.",
+        "Conclusion": "There are supernatural elements present."
+      },
+      {
+        "Time": "02:08",
+        "Clue": "The girl glows with green light, her body flickering as if frames are dropping.",
+        "Conclusion": "The girl encountered the supernatural and eventually disappeared."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The girl glows green and has frame drops.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "lead to death"
+    },
+    "Core Theme": "Believe in intuition"
+  }
+]

data/Video-Holmes/annotations/DCbkptWz5lo.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-01:13",
+        "Description": "The man in black holding a pistol entered the gas station store intending to rob it, but he got scared when about to act and saw the surveillance camera above, hesitating. Another customer, a blonde woman, noticed him and said she thought he was going to rob with a gun, and also demanded he leave some cash for her. The man in black said the thing in his pocket was just a chocolate bar, and still didn't dare to rob cash with the gun, but instead stole the car keys of the woman on the table and left. "
+      },
+      {
+        "TimeRange": "01:13-02:20",
+        "Description": "After the man in black got the car keys, stole the car, and left, he discovered a crying baby on the back seat while driving. He stopped the car and was about to leave, but after thinking, he decided to return."
+      },
+      {
+        "TimeRange": "02:20-03:36",
+        "Description": "The male protagonist returns to the store and unexpectedly finds the blonde woman robbing the shop owner. The black-clad man returns to find that the blonde woman has successfully robbed the store. Just as the blonde woman is about to leave, she realizes her car keys are missing. The black-clad man seizes the opportunity to threaten her into exchanging the stolen goods for the car keys. After some thought, the blonde woman decides to make the exchange. At this moment, the sound of police sirens is heard. The blonde woman sits in the car, filled with regret. The black-clad man enters the store and finds the shop owner about to call the police, so he returns the stolen goods to the shop owner."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black-clad man and blonde woman",
+        "Relation": "Strangers (both are robbers)",
+        "Reason": "The black-clad man entered the store with a gun, intending to rob it, but the blonde woman successfully grabbed the cash."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:40",
+        "Clue": "The blonde woman told the black-clad man that if he really robbed, he should leave her some cash.",
+        "Conclusion": "The blonde woman also intends to rob cash."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "When facing temptation, one should maintain reason and morality, consider the family around them, and not be blinded by temporary greed."
+  }
+]

data/Video-Holmes/annotations/DQupD8IKvcU.json

@@ -0,0 +1,44 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-01",
+        "Description": "14: The man in black put something in the cabinet, then found that the light in the room suddenly turned on. After he walked into the room and turned off the light, the light in the toilet turned on again."
+      },
+      {
+        "TimeRange": "01:14-01:54",
+        "Description": "The man saw a ghostly figure in the toilet after turning off the light, but it disappeared when he turned the light on again, and the ghostly figure was gone when he turned off the light once more."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black-clad man and ghost",
+        "Relation": "Human Ghost",
+        "Reason": "The ghost appears after turning off the lights to scare the man."
+      },
+      {
+        "Combination": "Fill in the character combination 2",
+        "Relation": "Fill in the relationship between characters in Combination 2",
+        "Reason": "Fill in the reason for judging the relationship between characters in Combination 2"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:08",
+        "Clue": "The light in the room suddenly turned on.",
+        "Conclusion": "There is another person in the room."
+      },
+      {
+        "Time": "02:32",
+        "Clue": "The desk lamp turned on by itself.",
+        "Conclusion": "Is the ghost controlling the desk lamp?"
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Ghosts can turn on the lights.",
+      "PositiveImpact": "Phenomenon 1 positive impact",
+      "NegativeImpact": "The man was frightened by the ghost."
+    },
+    "Core Theme": "Fill in the main idea of the video"
+  }
+]

data/Video-Holmes/annotations/DmSrNddC6XU.json

@@ -0,0 +1,56 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:25",
+        "Description": "The girl with yellow hair asks if Charlie is here?"
+      },
+      {
+        "TimeRange": "00:25-00:46",
+        "Description": "The black-haired little boy hid under the quilt on the bed and made noises to scare the blonde-haired girl, then was driven out."
+      },
+      {
+        "TimeRange": "00:46-02:00",
+        "Description": "The yellow-haired girl continued to ask Charlie questions."
+      },
+      {
+        "TimeRange": "02:00-02:40",
+        "Description": "The soul Charlie appears and runs towards the blonde-haired woman, but suddenly disappears."
+      },
+      {
+        "TimeRange": "02:40-03:22",
+        "Description": "The soul Charlie reappears with a shadow, and holds a knife in hand, stabbing towards the blonde-haired woman."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The girl with yellow hair and the boy with black hair",
+        "Relation": "younger brother and elder sister",
+        "Reason": "The boy hid under the bed to play a prank, and the girl said she would tell Mom."
+      },
+      {
+        "Combination": "Yellow-haired girl and soul",
+        "Relation": "Man and soul",
+        "Reason": "The girl asked, \"Are you a good soul?\""
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:00",
+        "Clue": "Fill in the hint clues",
+        "Conclusion": "Fill in the inference conclusion"
+      },
+      {
+        "Time": "00:00",
+        "Clue": "Fill in the hint clues",
+        "Conclusion": "Fill in the inference conclusion"
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The female lead can ask soul-searching questions.",
+      "PositiveImpact": "You can get the answer to the question in advance.",
+      "NegativeImpact": "Not a good soul"
+    },
+    "Core Theme": "The girl's conversation with her own soul"
+  }
+]

data/Video-Holmes/annotations/E8oHvVtO9Ks.json

@@ -0,0 +1,47 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:42",
+        "Description": "The woman returned home, took a box with blood in it from her bag and placed it in the refrigerator. Later, the woman received a message from Clyde, who wanted to meet her that night. The woman replied that she had been busy all day and was too tired, suggesting they meet another time. Clyde responded okay and mentioned the woman's name. The woman was very puzzled because she hadn't told Clyde her name, so she then asked Clyde how he knew her name."
+      },
+      {
+        "TimeRange": "00:43-01:35",
+        "Description": "Before receiving a reply from the other party, the woman heard someone knocking on her door. She went to check but found no one there, so she quickly closed the door. After the woman left, a man appeared outside the door. He smiled mischievously at the woman's house and put on a black mask."
+      },
+      {
+        "TimeRange": "01:36-03:00",
+        "Description": "The woman returned home and sat on the sofa to watch TV. At this moment, the man outside turned off the power switch at her house, and the electricity in the woman's home suddenly went out. When the woman went to check what was happening, the man sneaked into her house."
+      },
+      {
+        "TimeRange": "03:01-04:31",
+        "Description": "The woman came to the basement wanting to take a box of candles to light. Looking up, she saw a mouse and was scared out of her wits. After lighting the candles, the woman lay on the sofa pretending to be asleep. The man came to the sofa, lifted the mask, and found the woman gone. At this moment, the woman suddenly appeared behind the man, revealed her sharp teeth, and bit the man. The man let out a huge scream."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Women and men wearing masks",
+        "Relation": "Netizen",
+        "Reason": "The man wearing a mask is one of the woman's chat partners (one of the \"targets to be killed\") Clyde."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "0:23",
+        "Clue": "The woman put a box of bloody things in the refrigerator.",
+        "Conclusion": "According to the later plot, it can be known that this box of items is one of the human tissues after she killed and dismembered someone, and it is something she intended to consume."
+      },
+      {
+        "Time": "0:42",
+        "Clue": "The woman was wondering how Clyde knew her name when someone knocked on her door.",
+        "Conclusion": "The person who knocked on the door is Clyde."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "\"Reap what you have sown\"; \"Karmic retribution\""
+  }
+]

data/Video-Holmes/annotations/EErtFM3SFh0.json

@@ -0,0 +1,52 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:26",
+        "Description": "The girl wearing black clothes was lying on the bed playing with her phone when she suddenly heard someone calling her name, so she got up to check under the bed. She turned on the flashlight on her phone and found only a few scattered toys under the bed. When she stood up, she saw a girl wearing red clothes sitting on her bed to scare her."
+      },
+      {
+        "TimeRange": "00:27-01:07",
+        "Description": "The girl in black got startled and asked the girl in red why she had come to her room. The girl in red warned the girl that she must finish her unfinished homework tonight; otherwise, a \"granny teacher\" would come to take her away. (Three children have already gone missing in the middle of the night.) The girl thought this was absurd and didn't believe it at all, so she told the girl in red to leave her room immediately."
+      },
+      {
+        "TimeRange": "01:08-02:02",
+        "Description": "The girl in red left, and then the girl in black went to bed (without finishing her homework). As she fell asleep, a wrinkled hand suddenly appeared on the girl's bedroom door. The girl woke up at this moment, opened her eyes, and found that the homework she hadn't done was hanging in the air."
+      },
+      {
+        "TimeRange": "02:03-03:41",
+        "Description": "The girl wearing black clothes thought it was a prank by the girl in red and lay down to sleep again. Suddenly, the girl was startled awake by the sound of a ruler being slapped. She got up and saw a dark figure. Terrified, the girl turned on her phone's flashlight and saw the figure disappear. She shone the light around and at that moment, the \"old lady teacher\" appeared before her with a sinister smile, holding a ruler, and said to the girl, \"Why didn't you do your homework?\" The next second, she swung the ruler at the girl, who was terrified—\"Ah!\" she screamed."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The girl wearing black clothes and the girl wearing red clothes.",
+        "Relation": "Friends or relatives",
+        "Reason": "Two people stay on the same bed in the same room."
+      },
+      {
+        "Combination": "The girl in black clothes and the \"old lady teacher\"",
+        "Relation": "stranger",
+        "Reason": "The girl wearing black clothes doesn't believe in the existence of the 'old lady teacher' at all, let alone know her."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "1:35",
+        "Clue": "A hand covered in wrinkles appeared on the girl's door.",
+        "Conclusion": "The warning from the girl in red clothes is true; the \"old lady teacher\" will really come if you don't do your homework."
+      },
+      {
+        "Time": "2:12",
+        "Clue": "A ruler stretched out from under the bed toward the girl.",
+        "Conclusion": "\"The old lady teacher\" hid under the girl's bed."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "\"The old lady teacher\" appears and disappears intermittently.",
+      "PositiveImpact": "\"Punish\" students who haven't done their homework.",
+      "NegativeImpact": "Cause psychological shadows to students"
+    },
+    "Core Theme": "Be cautious of advice given by others; finish today's tasks today."
+  }
+]

data/Video-Holmes/annotations/EOhgAm_O-EE.json

@@ -0,0 +1,48 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:05-01:17",
+        "Description": "The man woke up in bed, put on his clothes and went to the bathroom to wash up. He then went to the living room to ask his mother for breakfast. When his mother turned around, she had a ghostly face, which scared the man awake. He realized it was just a dream. He then put on his clothes and went to the bathroom to wash up, but since he didn't have any oral cleaning pills, he didn't wash his mouth. He went to the living room and walked up to his mother. When she turned around, she had a human face, and the man felt relieved."
+      },
+      {
+        "TimeRange": "01:18-01:55",
+        "Description": "The man was skateboarding on the road when he saw a black-masked ghostly face in the bushes. He was so frightened that his head hit the bushes, and when he got up, the black-masked ghostly face was gone. As he walked along the road, he turned back and saw the black-masked ghostly face man behind him, and he panicked and ran home."
+      },
+      {
+        "TimeRange": "01:56-02:10",
+        "Description": "The man runs into the restroom and buries his head in washing his face. The man in black stands with his back to him, slides down, and disappears into the mirror. The man raises his head and finds himself wearing a ghost mask."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The man and the woman in the living room.",
+        "Relation": "Mother-child relationship",
+        "Reason": "The man shouted \"Mom,\" and the woman also had a big smile on her face."
+      },
+      {
+        "Combination": "Man and black-masked ghost-faced man",
+        "Relation": "Stranger (possessor and possessed)",
+        "Reason": "The man saw the black-clad ghost-faced man and fled in fear. The black-clad ghost-faced man chased him to his home and attached the ghost mask to the man's face."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:42",
+        "Clue": "The lens is blurred.",
+        "Conclusion": "The man in the eyes of the black-clad ghost-faced man"
+      },
+      {
+        "Time": "02:06",
+        "Clue": "The black-clad man with a ghostly face slides down.",
+        "Conclusion": "The black-clad ghost-faced man successfully possessed the man."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Man with a goblin mask",
+      "PositiveImpact": "It can make people unable to see their true selves and make thrill-seekers feel the thrill.",
+      "NegativeImpact": "Easy to intimidate, timid people will have shadows."
+    },
+    "Core Theme": "No matter how you look, you should learn to accept yourself."
+  }
+]

data/Video-Holmes/annotations/E_OVmIi5ouw.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:04-01:22",
+        "Description": "In the first scene, the male protagonist is drinking coffee on a bench in the forest when the female protagonist arrives, bringing an ancient artifact. The male protagonist wants to take this item home to show his brother because his brother loves such things. The two have a conversation. The female protagonist says she saved up money to get his appointment time, and the male protagonist is still unaware of his own appointment time. The two laugh heartily."
+      },
+      {
+        "TimeRange": "01:23-02:08",
+        "Description": "In the second plot, the long-haired man comes over and sits between the two to talk. The long-haired man chooses not to know his appointment time, then leaves suddenly and falls to the ground. Both the male and female protagonists think that the long-haired man should have known his appointment time in advance to be prepared."
+      },
+      {
+        "TimeRange": "02:09-02:18",
+        "Description": "In the third plot, a long-haired woman walks over and greets the male and female leads as if not seeing them, stepping over the long-haired man."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The male lead and the female lead",
+        "Relation": "Two similar beings in the future world",
+        "Reason": "Both people have chips in their temples."
+      },
+      {
+        "Combination": "Fill in the character combination 2",
+        "Relation": "Fill in the character relationship of combination 2",
+        "Reason": "Fill in the reason for judging the relationship between characters in Combination 2"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:52",
+        "Clue": "The long-haired man fell down.",
+        "Conclusion": "The long-haired man is dead, and it's time for his appointment."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Foreseeing the future in advance allows for early preparation."
+  }
+]

data/Video-Holmes/annotations/EhAFyaObY6U.json

@@ -0,0 +1,42 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:12",
+        "Description": "The woman was making a phone call inside the house, and after hanging up, she started taking sexy selfies of herself."
+      },
+      {
+        "TimeRange": "00:13-00:40",
+        "Description": "The moment she pressed the shutter of her phone, an extra shadow appeared in the photo. The woman suspected someone had entered her home, so she pointed her phone lens behind her to check if anyone was there, but the screen showed no one. She then thought it was just her imagination and continued taking selfies without worry. Unexpectedly, when she pressed the shutter again, the photo revealed that someone was indeed behind her—and even closer this time. Terrified, she collapsed to the ground, her legs giving out from fear."
+      },
+      {
+        "TimeRange": "00:40-01:12",
+        "Description": "She stepped back in fear, but when she looked carefully, there was still no one in her house. She felt very puzzled. She picked up her phone and took a photo of the living room, wanting to verify whether there was a problem with her phone's camera function. However, no matter which direction she took a photo from, the photos showed no abnormalities."
+      },
+      {
+        "TimeRange": "01:12-01:27",
+        "Description": "The blonde woman thought for a moment and decided to try the same photo method as when she first appeared in the picture to see if the same situation would occur. Frightened, she switched the camera to selfie video mode and pointed it behind her. Suddenly, a pale-skinned person rushed out and bit her neck."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Blonde woman and black-clad man",
+        "Relation": "Stranger (victim and hunter)",
+        "Reason": "The blonde woman was bitten on the neck by a black-clad man."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:00",
+        "Clue": "The phone's rear camera only captured the living room without showing any human figures.",
+        "Conclusion": "Only when a woman takes a selfie in front of the camera will an unidentified figure appear."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "A person with deathly pale skin can teleport and disappear instantly.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Will harm other people"
+    },
+    "Core Theme": "None"
+  }
+]

data/Video-Holmes/annotations/ElU9KN_uHzI.json

@@ -0,0 +1,39 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:02-01:08",
+        "Description": "The first plot segment"
+      },
+      {
+        "TimeRange": "01:09-02:30",
+        "Description": "The second plot segment"
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black-haired short-haired beauty and yellow-curly-haired beauty",
+        "Relation": "friend",
+        "Reason": "The two get along well and naturally, and while in the same room, they talk about common friends."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:45",
+        "Clue": "The yellow-haired beauty asks the black-haired beauty to watch the special effects.",
+        "Conclusion": "Fill in the inference conclusion: The yellow-haired beauty likes to use special effects to cover up her real appearance, indicating that these special effects are great."
+      },
+      {
+        "Time": "01:04",
+        "Clue": "The black-haired beauty said she wanted the ugliness, sickness, and everything of the yellow-curled beauty.",
+        "Conclusion": "The black-haired beauty is obsessed and loves terrifying and thrilling things. She uses her phone to apply ghost effects, and later when the lights suddenly go out, she isn't even scared."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Ghost special effects take effect on people.",
+      "PositiveImpact": "It can make the dresser feel novelty and excitement.",
+      "NegativeImpact": "Cannot distinguish between true and false, timid people are easily really scared."
+    },
+    "Core Theme": "The mobile virtual world often makes people indulge in it, easily leading them to get lost in the virtual world while neglecting reality."
+  }
+]

data/Video-Holmes/annotations/F7xgMxMsV1M.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:50",
+        "Description": "A woman wearing a pink dress was sitting on the sofa reading a book. The doorbell rang once, and she got up to answer it. A woman wearing a black dress came to her house. After greeting each other warmly, the woman in the pink dress took out a cup of coffee to serve the woman in the black dress, who drank a sip without hesitation."
+      },
+      {
+        "TimeRange": "00:51-01:58",
+        "Description": "The woman in the pink dress and the woman in the black dress began to talk about a death that occurred at the party. The woman in the pink dress remained calm, while the woman in the black dress was anxious to figure out what to do."
+      },
+      {
+        "TimeRange": "01:59-03:08",
+        "Description": "Suddenly, the woman in the black dress received a message on her phone saying that her friend Tracy, who had attended the party with her, had also died due to excessive drug use. The woman in the black dress immediately felt something was wrong because she knew her friend Tracy had never used drugs. At this moment, the woman in the black dress began to feel unwell. The woman in the pink dress, seeing this, immediately stopped pretending and confessed that she didn't allow them to report her together, so she \"killed them to silence them.\" The woman in the pink dress was about to stand up and leave when she found that she had lost all her strength and then fell to the ground."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The woman in a pink skirt and the woman in a black skirt",
+        "Relation": "Friends met at the party",
+        "Reason": "In the conversation between the two, they talked about meeting each other after attending a party together."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:27",
+        "Clue": "There is a bottle-like object next to the coffee cup, resembling a potion.",
+        "Conclusion": "The woman in the black skirt fainted after taking a sip of coffee handed to her by the woman in the pink skirt, indicating that the woman in the pink skirt had put drugs in the coffee cup for the woman in the black skirt."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "One must be wary of others, even those one knows well."
+  }
+]

data/Video-Holmes/annotations/FUQhNGEu2KA.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:11-00:48",
+        "Description": "The pajama-clad woman emerged from a compartment in the house. She returned to her bedroom and, as she prepared to turn off the hallway light, noticed a figure in the dark corridor. She repeatedly switched the light on and off to confirm, but the shadowy figure remained in the dimness. Suddenly, the shadow in the darkness vanished. The terrified woman taped the switch shut to prevent the hallway light from going out."
+      },
+      {
+        "TimeRange": "00:48-02:07",
+        "Description": "The pajama-clad woman climbs onto the bed in the bedroom, covers herself with the quilt, and prepares to rest. A faint noise comes from the hallway. The hallway light goes out, and the woman worries and hides under the quilt. Soon, the bedside lamp in the bedroom also starts to flicker. The pajama-clad woman frantically reaches out, trying to reduce the poor contact of the bedside lamp."
+      },
+      {
+        "TimeRange": "02:07-02:30",
+        "Description": "The desk lamp returned to its normal brightness, and the woman in pajamas poked her head out from under the blanket to check, only to find that the hallway light had also been restored. Just as she looked around, thinking it was safe, a ghost extinguished the light next to the desk lamp."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Ghosts and pajama girls",
+        "Relation": "Intruder and the intruded",
+        "Reason": "A woman wearing pajamas indicates that the house is her own home, and her terror at the appearance of ghosts shows that the ghosts are uninvited intruders."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:00",
+        "Clue": "The corridor light is on, combined with the previous shot where the woman stuck tape on the switch.",
+        "Conclusion": "The woman sticks tape to ensure the corridor light stays on."
+      },
+      {
+        "Time": "02:01",
+        "Clue": "A flustered hand searching for the wire, combined with the lamp turning on afterward and the woman's earlier tension.",
+        "Conclusion": "The woman is nervously looking for the desk lamp's cord, trying to make the light brighter and more stable."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "ghost",
+      "PositiveImpact": "None",
+      "NegativeImpact": "The appearance and traces of ghosts affected the woman's sleep."
+    },
+    "Core Theme": "Be wary of strange creatures lurking in the dark."
+  }
+]

data/Video-Holmes/annotations/FZAafmCPSjs.json

@@ -0,0 +1,48 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:01-01:27",
+        "Description": "The man in black turned on the light and saw his roommate Martin standing in front of a door. He walked up to ask, and Martin said that if you stand close to the door inside the room and close your eyes, you can know her secret. The man in black tried it as Martin suggested but didn't hear any sound. Martin went back into the room, and the man in black was also about to leave."
+      },
+      {
+        "TimeRange": "01:27-02:05",
+        "Description": "The black-clad man had just walked halfway when he heard knocking from inside the house. Puzzled, he opened the door but saw no one, then closed the door and turned off the light again."
+      },
+      {
+        "TimeRange": "02:05-03:21",
+        "Description": "The man in black returns to his room to play with his phone, sees the door open by itself, walks in to find a woman with a twisted body, picks up a guitar to defend himself, and is eventually killed by the woman."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Martin and the man in black",
+        "Relation": "roommate",
+        "Reason": "The relationship between the two is very familiar."
+      },
+      {
+        "Combination": "Black-clad man and woman",
+        "Relation": "Victim and perpetrator",
+        "Reason": "The man in black saw the woman looking very nervous and scared."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:28",
+        "Clue": "The sound of knocking appeared at the door.",
+        "Conclusion": "The ghostly woman has been summoned."
+      },
+      {
+        "Time": "02:19",
+        "Clue": "The door closed by the black-clad man is automatically opened.",
+        "Conclusion": "The ghostly woman has entered the black-clad man's house."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Ghosts",
+      "PositiveImpact": "Follow the procedure and you can hear the words of ghosts.",
+      "NegativeImpact": "A program error can bring about a fatal disaster."
+    },
+    "Core Theme": "Do not casually try methods to summon ghosts, as it can easily bring about deadly disaster."
+  }
+]

data/Video-Holmes/annotations/FcTqujffQRs.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-01:00",
+        "Description": "The woman in black puts on VR glasses and sensors in the living room to play a game. The woman in black enters a virtual toilet, where the door in front of her slowly closes. She touches the blower beside her, and the blower makes a sound. The woman in black goes to one side of the toilet. The first door is opened. She opens it to take a look and then closes it again. Then she checks the second door until the third door is opened. A woman in white is sitting on the toilet. She gets up and rushes towards the woman in black."
+      },
+      {
+        "TimeRange": "01:00-02:27",
+        "Description": "The woman in black woke up in horror, returning to the starting point of the toilet again, thinking it was a game restart. The woman in black approached the side of the toilet again, and the blower automatically made a sound. She carefully opened the first and second doors, finding nothing unusual. Finally, she opened the third door and found no one inside, instantly sighing in relief."
+      },
+      {
+        "TimeRange": "02:27-03:16",
+        "Description": "The black-clad woman walks into the third door, finds a rope on the pillar behind the toilet, takes it down, and the door behind her closes. She can't push it open, so she climbs down to the adjacent restroom to try to escape. Unexpectedly, when she looks up, she sees the white-clad woman, who kills her. The black-clad woman in the normal world also dies."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black-clad woman and white-clad woman",
+        "Relation": "Victim and perpetrator",
+        "Reason": "The woman in black was very scared and fearful when she saw the woman in white."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:00",
+        "Clue": "The woman in black was completely immersed in the game.",
+        "Conclusion": "The game has become real."
+      },
+      {
+        "Time": "02:45",
+        "Clue": "The game font appears on the wall again.",
+        "Conclusion": "The ghost appears again, ready to commit murder."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Ghosts",
+      "PositiveImpact": "Ghosts bring a better gaming experience to players in the game.",
+      "NegativeImpact": "Ghosts can kill people in specific game environments."
+    },
+    "Core Theme": "Ghosts killing people in VR games"
+  }
+]

data/Video-Holmes/annotations/G6M-ACCS7Uc.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:06-00:50",
+        "Description": "The boy came to a place filled with graffiti, where the animated graffiti on the walls shimmered. The ground was covered with photos. The boy picked up one and looked at it, then climbed over the wall and went down, following the direction of the photos on the ground."
+      },
+      {
+        "TimeRange": "00:51-01:41",
+        "Description": "The boy came to another room, walked to the piano, playing it with his fingers as he walked, then picked up a photo from the piano and looked at it, and then went to the place indicated by the last photo."
+      },
+      {
+        "TimeRange": "01:41-02:23",
+        "Description": "The boy found a hole in the wall, and inside the hole was a photo. The boy picked up the photo, looked at it, and threw it aside. He then picked up the camera and took a picture of himself in the corner nearby. The boy immediately disappeared, leaving only the newly taken photo on the ground. At this moment, another girl walked in from outside the window."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "boys and girls",
+        "Relation": "stranger",
+        "Reason": "The girl came in only after the boy disappeared, and the two had no interaction."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:09",
+        "Clue": "The graffiti on the wall glimmers.",
+        "Conclusion": "The flashing graffiti is an animated one that can be illuminated by light."
+      },
+      {
+        "Time": "02:09",
+        "Clue": "The boy disappeared, leaving only photos behind.",
+        "Conclusion": "The people on the ground all disappeared through this camera."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The camera can make people disappear.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Lose the life that should have been."
+    },
+    "Core Theme": "Don't touch unfamiliar things casually."
+  }
+]

data/Video-Holmes/annotations/GDX35o5kxYQ.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:10-01:00",
+        "Description": "A black man wearing a hat walks from afar into an ancient castle, takes out a watch from his bosom to examine it carefully, then slowly leaves along the road."
+      },
+      {
+        "TimeRange": "01:00-01:10",
+        "Description": "The man's memory flashes back, with some blurred memory images."
+      },
+      {
+        "TimeRange": "01:10-04:10",
+        "Description": "A white man wearing a red down jacket walks down the stairs, sits on the bench, and has some conversation with another person. The black man seems to have forgotten something. After putting on his hat, the white man disappears, leaving the black man alone on the bench. He takes out his watch, examines it carefully, slowly gets up, leaves his original position, and walks toward the darkness."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black men and white men",
+        "Relation": "stranger",
+        "Reason": "The black man asked the white man: Do we know each other?"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "01:360",
+        "Clue": "The black man asks the white man: Do we know each other?",
+        "Conclusion": "The two people don't know each other."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "To recognize the goals one seeks in life."
+  }
+]

data/Video-Holmes/annotations/H_9xWibhUOA.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:53",
+        "Description": "The woman in the coat is rummaging through available waste when she suddenly sees a man in red clothes in the distance. She wants to use a flashlight to confirm the situation, but finds nothing under the light."
+      },
+      {
+        "TimeRange": "00:53-01:32",
+        "Description": "The woman turned the flashlight on and off again, only to find the man was very close. She was so frightened that she kept stepping back and turned on the flashlight, but found it malfunctioned and didn't light up. At this time, the radio in the woman's shopping cart automatically tuned to a creepy laugh, and at the same time, the lights began to go out. "
+      },
+      {
+        "TimeRange": "01:32-01:32",
+        "Description": "The woman fled in terror to a car, only to find the streetlights gradually going out one by one from far to near. Hearing eerie laughter, she turned her head to look and saw a man in red standing right in front of her."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Women's coat and man in red",
+        "Relation": "The frightened and the frightener",
+        "Reason": "The man in red appears multiple times with eerie laughter and a sinister expression, each time causing the woman to fall into shock and panic."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:01",
+        "Clue": "The woman in the coat puts things into the shopping cart, combined with the following shots of her rummaging through it.",
+        "Conclusion": "The woman in the coat picks up needed items from the clutter."
+      },
+      {
+        "Time": "01:20",
+        "Clue": "The radio station in the shopping cart automatically changes to 666 kHz and eerie male laughter plays, while 666 is associated with demons in Western culture.",
+        "Conclusion": "The mysterious man is related to demons and possesses supernatural powers."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The red-clad man who is only visible in the dark.",
+      "PositiveImpact": "None",
+      "NegativeImpact": "The man in red scared the woman in a coat many times."
+    },
+    "Core Theme": "It's not safe in the dark; there are strange things lurking within."
+  }
+]

data/Video-Holmes/annotations/H_K6Dbzeakc.json

@@ -0,0 +1,32 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:29-01:11",
+        "Description": "Bernard is in the driver's seat, holding his head with his hand, slapping the steering wheel hard, and puffing out his lips. The voices of the police are all around him, telling him to raise his hands. Just then, the phone rings; it's a call from 911, and Bernard answers it."
+      },
+      {
+        "TimeRange": "01:12-02:16",
+        "Description": "The phone first had the voice of a police officer, then a woman spoke. The woman, Tiffany, asked what he was doing and where the boy was. Bernard calmly replied that he was safe. The police on the phone told him to come out, and Bernard became agitated, speaking in a harsh tone. Tiffany tried to persuade him not to ruin his own life. The man remained agitated and threatened that if he couldn't see his son, no one could. He hung up the phone and calmed himself down in the driver's seat."
+      },
+      {
+        "TimeRange": "02:17-03:10",
+        "Description": "The phone rang again. Tiffany hoped he could finish listening, asked if he had stopped taking the medicine, and told him we had no news of their son. Bernard was shocked for a moment, burst into loud crying, raised his hand with a gun, and ended his own life."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The man Bernard and the telephone voice woman Tiffany",
+        "Relation": "husband and wife",
+        "Reason": "Bernard's voice became steady when he heard Tiffany's voice, and he responded to Tiffany's questions."
+      }
+    ],
+    "Inference Shots": [],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Family affection is the greatest, but it is not a reason for breaking the law."
+  }
+]

data/Video-Holmes/annotations/He0FrIkd3xQ.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:05-00:15",
+        "Description": "The man lay on the bed, only to find his hands tied to the bed. Panicked, he begged the man not to hurt her, while the strong light from the flashlight shone directly on the man's face."
+      },
+      {
+        "TimeRange": "00:16-00:23",
+        "Description": "The red-haired woman turns off the flashlight, the man recognizes the red-haired woman, and says he can give her money to make up for it, the red-haired woman smirks."
+      },
+      {
+        "TimeRange": "00:24-00:31",
+        "Description": "The red-haired woman laughed as she sat on the man, pinching his chin with her hand to indicate that she needed his brain, accompanied by screams."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Man and red-haired woman",
+        "Relation": "The kidnapped and the kidnapper",
+        "Reason": "The man is tied to the bed, and the woman is grinning mischievously."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:17",
+        "Clue": "The man recognized the red-haired woman.",
+        "Conclusion": "The man and the red-haired woman had a relationship before, and now the red-haired woman hates the man."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Don't go too far in doing things; leave a way out."
+  }
+]

data/Video-Holmes/annotations/HuXC3zGlP4c.json

@@ -0,0 +1,57 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:01-01:17",
+        "Description": "The girl in red sits by the pool watching a video, while the girl in floral emerges from the pool. The two start discussing the video's content. The girl in floral claims the video has something eerie about it and says the girl in red should apologize, but the girl in red is indifferent."
+      },
+      {
+        "TimeRange": "01:17-02:06",
+        "Description": "The girl in the flowered dress asked the girl in the red dress if she would go into the water. After the girl in the red dress affirmed, she went back to her room to change clothes. During this time, a woman with a knife emerged from the water and attacked the girl in the flowered dress."
+      },
+      {
+        "TimeRange": "02:06-03:16",
+        "Description": "The girl in red returns to the poolside only to find the girl in colorful clothes gone, and chooses to enter a smaller pool. At this moment, the girl with a knife appears by the pool and starts dancing, then begins to approach step by step while holding the knife."
+      },
+      {
+        "TimeRange": "03:16-04:13",
+        "Description": "The girl in red kept changing her statements, hoping the other person would leave. When she opened her eyes again, she found the knife-wielding woman had disappeared. Just as she relaxed, the girl in red suddenly appeared behind her and launched an attack."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The girl in colorful clothes and the girl in red clothes",
+        "Relation": "friend",
+        "Reason": "The chat between two people is relaxed, and they joke around."
+      },
+      {
+        "Combination": "The knife-wielding woman and the flower-dressed girl",
+        "Relation": "The killer and the victim",
+        "Reason": "The woman with a knife rushed at the girl in colorful clothes."
+      },
+      {
+        "Combination": "The knife-wielding woman and the girl in red",
+        "Relation": "The killer and the victim",
+        "Reason": "The woman with a knife slashed at the neck of the girl in red."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "02:15",
+        "Clue": "The girl in the colorful dress in the pool disappears, and the previous shot shows her being attacked.",
+        "Conclusion": "The girl in the flowered dress has been murdered."
+      },
+      {
+        "Time": "02:51",
+        "Clue": "The dancing movements of the knife-wielding woman are exactly the same as those in the previous mobile phone video, combined with the initial communication between the two girls.",
+        "Conclusion": "The woman with a knife is the Serbian lady."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Suddenly appearing woman with a knife",
+      "PositiveImpact": "None",
+      "NegativeImpact": "The girl in the flowered dress and the girl in the red dress were killed."
+    },
+    "Core Theme": "Don't search for and watch weird videos out of curiosity."
+  }
+]

data/Video-Holmes/annotations/HyCJCrWEEag.json

@@ -0,0 +1,43 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:19",
+        "Description": "The man was painting in the room. As he painted, he felt a bit hungry, so he got up to find something to eat, leaving his unfinished painting in the room."
+      },
+      {
+        "TimeRange": "00:20-00:39",
+        "Description": "The man went to the kitchen and toasted two slices of bread for himself. During this time, he returned to his room and found that his painting had been scribbled on with red crayons."
+      },
+      {
+        "TimeRange": "00:40-01:17",
+        "Description": "The man who realized something was wrong immediately closed all the doors and windows, took a spoon from the kitchen, then returned to the room and sat down. He nervously stared in the direction of the window. Suddenly, an alarm rang, startling the man. The door lock began to turn, and suddenly the door was opened—just as the bread finished baking."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "None",
+        "Relation": "None",
+        "Reason": "None"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:13",
+        "Clue": "The man touched his belly.",
+        "Conclusion": "The man is hungry."
+      },
+      {
+        "Time": "00:38",
+        "Clue": "The man's painting has been scribbled on with a pen.",
+        "Conclusion": "Someone entered the room."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "If a person living alone finds someone has entered their house, they must call the police for help first."
+  }
+]

data/Video-Holmes/annotations/IK5MrzvrCDM.json

@@ -0,0 +1,48 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:26-01:42",
+        "Description": "In the first scene, the male protagonist is sitting on a bench in the park listening to music when suddenly a bald man approaches and speaks to him. The male protagonist, wearing headphones, doesn't hear clearly. Later, the bald man speaks to the male protagonist again. The bald man is questioning the male protagonist. The bald man says he is pursuing justice."
+      },
+      {
+        "TimeRange": "01:43-02:47",
+        "Description": "In the second plot, the male protagonist does not agree with the bald man's statement. The bald man believes that the male protagonist discriminates against foreigners and fires foreigners."
+      },
+      {
+        "TimeRange": "02:48-02:47",
+        "Description": "In the third plot, the male protagonist says the bald man is not a lawyer and has no right to talk about justice. The bald man laughs, transforms into a scream, and bites the male protagonist."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The male protagonist and the bald man",
+        "Relation": "Those who despise justice and those who pursue justice",
+        "Reason": "The bald man has always been pursuing justice and demands that the male protagonist should not discriminate against others, regardless of fairness and justice."
+      },
+      {
+        "Combination": "Fill in the character combination 2",
+        "Relation": "Fill in the combination of character relationships 2",
+        "Reason": "Fill in the reason for judging the relationship between characters in Combination 2"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "03:14",
+        "Clue": "The bald man let out a scream and bit the male protagonist's neck.",
+        "Conclusion": "The bald man is a lightning bird, emitting a terrifying scream and sucking liquid from the human body."
+      },
+      {
+        "Time": "00:00",
+        "Clue": "Fill in the hint clues",
+        "Conclusion": "Fill in the inference conclusion"
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "The bald man transforms into a lightning bird.",
+      "PositiveImpact": "Punish evil and promote good, pursue fairness and justice.",
+      "NegativeImpact": "If abused and regardless of fairness, it can cause unnecessary casualties."
+    },
+    "Core Theme": "One should be fair and pursue justice. Good and evil will eventually receive their due retribution."
+  }
+]

data/Video-Holmes/annotations/IXwPkm7LZ_I.json

@@ -0,0 +1,50 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:36",
+        "Description": "An anthropomorphized automated vacuum cleaner is cleaning around the house, and it notices a photo frame placed on the coffee table. The frame contains a family photo of the vacuum cleaner's owners—a family of three—and the vacuum cleaner itself. The vacuum cleaner stares at this photo for a while."
+      },
+      {
+        "TimeRange": "00:37-00:52",
+        "Description": "Suddenly, the male and female hosts in this photo \"changed their looks\": the man frowned at the vacuum cleaner and pointed at his watch, while the woman pointed at the clock hanging on the wall with her finger, the vacuum cleaner."
+      },
+      {
+        "TimeRange": "00:53-01:26",
+        "Description": "After the vacuum cleaner realized what had happened, it immediately ran to get a brush to try to clean the carpet stained by red wine. However, it found that the more it scrubbed, the more red stains appeared. So, the vacuum cleaner decided to suck up the red stains. With great effort, it finally sucked in most of the carpet. During this process, the dust it had previously sucked in scattered all over the living room again. At this moment, the male and female hosts in the photo \"changed their expressions\" again: they glared at the vacuum cleaner in anger as a warning."
+      },
+      {
+        "TimeRange": "01:27-01:50",
+        "Description": "The vacuum cleaner turned its head and saw the washing machine in the bathroom. It immediately ran to the washing machine, put the carpet inside to be washed, and while the washing machine was running, the vacuum cleaner sucked up the dust in the living room again. Finally, it wiped the family photo frame."
+      },
+      {
+        "TimeRange": "01:51-02:30",
+        "Description": "After the washing machine finished its operation, the vacuum cleaner took out the cleaned carpet only to find that the entire carpet had been dyed red. The vacuum cleaner scratched its head in confusion and then discovered there was still a red sock inside the washing machine. Startled, the vacuum cleaner ran around frantically. After calming down, the vacuum cleaner looked at the red sock and came up with an idea."
+      },
+      {
+        "TimeRange": "02:31-02:41",
+        "Description": "The vacuum cleaner dyed the sofa backrest, coffee table mat, curtains, and other items in the living room red."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Vacuum cleaner and a family of three",
+        "Relation": "master-servant relationship",
+        "Reason": "The vacuum cleaner takes care of the housework for this family of three; the attitudes of the male and female hosts towards the vacuum cleaner in \"Changing Photos\"."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "2:29",
+        "Clue": "The vacuum cleaner looked at the red sock and \"smiled knowingly.\"",
+        "Conclusion": "The vacuum cleaner came up with the idea of dyeing everything else red."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Stay calm in the face of problems, learn to shift your mindset, and respond flexibly."
+  }
+]

data/Video-Holmes/annotations/IdBNCeqsuTo.json

@@ -0,0 +1,60 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:54",
+        "Description": "A woman in black is carving a Halloween pumpkin."
+      },
+      {
+        "TimeRange": "00:54-01:30",
+        "Description": "A white faceless person knocks on the door for candy."
+      },
+      {
+        "TimeRange": "01:30-01:43",
+        "Description": "Multiple faceless people appear, suddenly disappear, leaving only one."
+      },
+      {
+        "TimeRange": "01:43-02:20",
+        "Description": "The child knocks on the door to ask for money."
+      },
+      {
+        "TimeRange": "02:20-02:32",
+        "Description": "The white-faced man appears again, suddenly disappears with the white cloth flying away."
+      },
+      {
+        "TimeRange": "02:32-03:48",
+        "Description": "The woman closed the door, intending to harm the white-clad man with a knife, but ended up having it taken away and disappearing."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "Black-clad woman and white faceless man",
+        "Relation": "Ghosts scare people.",
+        "Reason": "The white-faced man appears, and the black-clad woman is extremely terrified."
+      },
+      {
+        "Combination": "Black-clad woman and child",
+        "Relation": "Halloween prankster kids",
+        "Reason": "Children dress up and ask for money."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:30",
+        "Clue": "Black-clad woman carving a pumpkin",
+        "Conclusion": "Halloween pumpkin decorations"
+      },
+      {
+        "Time": "01:07",
+        "Clue": "The appearance of a white faceless person.",
+        "Conclusion": "Appearing ghosts and being frightened"
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "ghost",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Frighten people"
+    },
+    "Core Theme": "The Halloween woman encounters a ghost and disappears."
+  }
+]

data/Video-Holmes/annotations/IfgesY42oN8.json

@@ -0,0 +1,53 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:03-01:15",
+        "Description": "A little black girl wearing a purple top, sitting in front of the mirror at home with her phone, calls her mom, but her mom misses it. After sending a message to her mom, the girl goes to the window."
+      },
+      {
+        "TimeRange": "01:15-01:54",
+        "Description": "The little girl turned around and found her mother, who had failed to answer the phone, standing behind the door frame watching her. She felt very strange in her heart, so she asked, \"Mom.\""
+      },
+      {
+        "TimeRange": "01:55-02:38",
+        "Description": "Just then, the girl's phone rang. She looked down and was surprised to see it was her mother calling. The little girl stared intently at the phone screen, mechanically answering her mother's questions. At this moment, the climax of the film arrived. From the little girl's perspective, the fake \"mother\" had already come before her and was staring intently at her, revealing a sinister expression."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The black little girl in a purple top and the white black woman.",
+        "Relation": "fake mother and daughter",
+        "Reason": "The girl looks puzzled and nervous, while the woman's movements and expressions are eerie."
+      },
+      {
+        "Combination": "The black little girl in a purple top and the black woman in the phone video.",
+        "Relation": "real mother and daughter",
+        "Reason": "The girl's phone note for her is \"mama\" and the woman speaks in a warm and affectionate tone."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:23",
+        "Clue": "The girl called her mom on the phone, but her mom didn't answer.",
+        "Conclusion": "Mom is not at home at the moment."
+      },
+      {
+        "Time": "00:40",
+        "Clue": "The girl sent a message to her mom and felt something was off in the house.",
+        "Conclusion": "Fake mom is at home."
+      },
+      {
+        "Time": "02:15",
+        "Clue": "Mom said the girl looked like she had seen a ghost.",
+        "Conclusion": "The fake mother is a ghost."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "Ghosts and supernatural events",
+      "PositiveImpact": "None",
+      "NegativeImpact": "Cause panic"
+    },
+    "Core Theme": "A supernatural doppelgänger appeared."
+  }
+]

data/Video-Holmes/annotations/JNYV55-JWbc.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-01:11",
+        "Description": "The woman sat on the bathtub, painting her toenails with nail polish. Feeling satisfied, she picked up her phone to take pictures of her feet and posted them online. Suddenly, she received a message from a stranger saying that her feet looked nice and hoping to see more photos of her feet. The stranger offered to pay her $50 for each photo and also asked for her phone number, saying they could give her $25. The woman sent her phone number and immediately received a transfer. She took a photo of her feet and sent it in the message, receiving another $50."
+      },
+      {
+        "TimeRange": "01:11-01:51",
+        "Description": "The woman is puzzled about why she was given more than the expected $25. A message is sent to inform her that the payment includes a deposit for the next time. The woman expresses reluctance to continue sending photos. The message replies that it's too late and that she has already been paid. The woman continues to show unwillingness to send more. Three \"sendit\" messages are received. The woman blocks the messages, but then her phone rings, and she dares not answer. Another message comes in, urging her to answer the call, as it contains what she wants to hear. The woman is shocked but has no choice but to answer."
+      },
+      {
+        "TimeRange": "01:52-03:04",
+        "Description": "The woman answered the phone, and the person on the phone told her that she was in the photo, and no one would paint their nails on their feet. After speaking, there was a burst of laughter. The woman found that her own feet in the photo were gone. The woman woke up in bed in shock, discovering that her hands were tied, extremely panicked, and tried to pull them off. At this moment, a man came to the woman, holding a saw, and said to her that if he couldn't get the feet, no one could have her, and then he started cutting at the woman's feet. The woman screamed and cried in pain."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "women and men",
+        "Relation": "stranger",
+        "Reason": "The woman is alone at home, and the man is sending messages to her. The woman doesn't know him, and she has a certain level of vigilance."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:20",
+        "Clue": "The woman receives a strange message.",
+        "Conclusion": "Men are obsessed with women's feet."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Don't be greedy for small gains; there are no free lunches in the world, and money won't be given for nothing."
+  }
+]

data/Video-Holmes/annotations/Jxq13WJxLDY.json

@@ -0,0 +1,34 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:52",
+        "Description": "The woman carried a large kraft paper bag, feeling very satisfied that the merchant had given her extra food. A curly-haired homeless man asked her for change and was refused by the woman, then he asked for food instead, but was still refused."
+      },
+      {
+        "TimeRange": "00:52-01:15",
+        "Description": "The woman quickly left after seeing the green light, not expecting to look up and see the same homeless man again, which startled her. The homeless man still grinned insistently for alms, but the woman ignored him and left."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "woman and homeless man",
+        "Relation": "stranger",
+        "Reason": "The conversation is expected to be relatively unfamiliar."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "02:29",
+        "Clue": "A box of food on the table is dragged away.",
+        "Conclusion": "The homeless man has sneaked into the woman's house."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Be vigilant in the face of danger."
+  }
+]

data/Video-Holmes/annotations/K9MEoC8x1_Q.json

@@ -0,0 +1,38 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:02-00:18",
+        "Description": "The blonde woman operates her phone in the dark, turns on the tap-to-screenshot function in the settings, and then returns to the home screen."
+      },
+      {
+        "TimeRange": "00:18-00:30",
+        "Description": "The woman opened the social media app and tapped to take a screenshot, but she heard some strange noises. She glanced over and, seeing nothing unusual, continued browsing."
+      },
+      {
+        "TimeRange": "00:30-00:54",
+        "Description": "The woman discovered that her phone was taking screenshots automatically. She found it very strange but thought it was a misclick and continued browsing. However, the phone screen kept taking screenshots continuously. She turned off the phone and held it against her chest to stop it, then looked up and saw a person wearing a mask."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "None",
+        "Relation": "None",
+        "Reason": "None"
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:39",
+        "Clue": "New photos keep appearing on the phone screen.",
+        "Conclusion": "The phone's screenshot function was triggered multiple times."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Pay attention to the surrounding environment and ensure safety."
+  }
+]

data/Video-Holmes/annotations/KZqnCZLnmiU.json

@@ -0,0 +1,56 @@
+[
+  {
+    "Segment Description": [
+      {
+        "TimeRange": "00:00-00:28",
+        "Description": "A wandering girl was pushing a shopping cart on the road, filled with various odds and ends, including a radio that was playing. Suddenly, the song on the radio stuttered, so the girl stopped to check the radio. Just then, she turned her head and saw a person in a red robe dancing with arms outstretched, facing away from her, not far away."
+      },
+      {
+        "TimeRange": "00:29-00:57",
+        "Description": "The girl watched the person dancing in front of her, and the person wearing a red robe lowered their arms at this moment. The girl realized she shouldn't have peeked without permission, so she closed her eyes and apologized to the person in the red robe. When the girl opened her eyes, she found that the person who had been dancing earlier had disappeared. So the girl put down the radio and pushed the shopping cart away."
+      },
+      {
+        "TimeRange": "00:58-01:32",
+        "Description": "At this moment, a man walked out of the adjacent room carrying a bag of garbage. After throwing the garbage into the bin, he discovered the radio left behind by the girl earlier. The radio started playing again, and the person dressed in a red robe appeared once more (dancing to the music). Seeing the dancing figure before him, the man immediately picked up his phone and began recording a video of her."
+      },
+      {
+        "TimeRange": "01:33-02:32",
+        "Description": "The man wanted to get closer to record a video, so he walked towards the person wearing a red robe. While approaching, he accidentally knocked over the radio, and the music playing from it suddenly stuttered. At that moment, the person in the red robe suddenly appeared in front of the man, holding a knife in hand. Seeing this, the man told her to calm down, but the person in the red robe, brandishing the knife wildly, charged at him to attack. The man tried to go back inside, but the door wouldn't open, so he fled in panic, with the person in the red robe chasing him relentlessly."
+      },
+      {
+        "TimeRange": "02:33-03:13",
+        "Description": "The man fled to an underground parking lot. Just when he thought he had escaped, a person in a red robe appeared behind him, hugged him, and stabbed him with a knife."
+      }
+    ],
+    "Key Relationships": [
+      {
+        "Combination": "The wandering girl and the person wearing a red robe",
+        "Relation": "stranger",
+        "Reason": "The girl apologized to the person in the red robe for peeking at her without permission."
+      },
+      {
+        "Combination": "Man and the person wearing a red robe",
+        "Relation": "stranger",
+        "Reason": "The man secretly filmed the person wearing a red robe and was chased by the person in the red robe after being discovered."
+      }
+    ],
+    "Inference Shots": [
+      {
+        "Time": "00:36",
+        "Clue": "The girl's dirty face and messy hair (the girl is pushing a shopping cart filled with many miscellaneous items)",
+        "Conclusion": "The girl wanders on the street."
+      },
+      {
+        "Time": "1:00",
+        "Clue": "The sound of the door locking when the man leaves.",
+        "Conclusion": "The man is being chased and trying to get into the house, but the door won't open, implying that the man is doomed."
+      }
+    ],
+    "Supernatural Elements": {
+      "Phenomenon": "None",
+      "PositiveImpact": "None",
+      "NegativeImpact": "None"
+    },
+    "Core Theme": "Do not touch others' belongings without permission; do not secretly record others' videos without authorization; apologize promptly if you accidentally offend someone."
+  }
+]