RAW CAPTION: Got it, let's see. The video starts with a woman in a white shirt and red cardigan holding a glass of pink liquid. There are two wine bottles in front of her. Then the scene shifts to a wider shot where she's standing next to a man in a black jacket and gray shirt. They're both holding glasses, and there are wooden barrels with "OCHOA" labels and more wine bottles. The woman takes a sip, and the man does too. Then it cuts back to a close-up of the woman drinking.

Need to describe the sequence chronologically. Main subjects are the woman and the man. Their appearance: woman has short dark hair, white shirt, red cardigan; man is older, bald, black jacket, gray shirt. Actions: woman holds glass, drinks; man also drinks. Spatial relationships: in front of barrels with bottles, next to each other. Background has chairs and a window. Camera moves between close-up and wide shot.

Check rules: focus on motion/behavior, chronological. Start with first scene: woman holding glass, then scene change to both standing by barrels, drinking, then back to woman. Mention appearance briefly. Spatial: woman is in front of barrels (with OCHOA), man next to her. Camera perspective: close-up then wide, then close-up. Background minimal, like blurred chairs.

Avoid text recognition (so no "OCHOA" as text, but the barrels have it, but the rule says exclude text recognition—wait, the rule says "Exclude text recognition, named characters, or stylistic analysis." So maybe mention the barrels as wooden barrels with bottles but not the text. Wait, the barrels have "OCHOA" but since it's text recognition, should we not mention it? The example doesn't say to include text, so maybe skip. Wait, the rules say "Exclude text recognition"—so if the text is visible, but the task is to focus on motion, maybe just say "wooden barrels with wine bottles" without the label text. Let's see.

Wait, the problem says "Exclude text recognition", so avoid any mention of text on objects. So the barrels are just wooden barrels, not labeled. So describe as "wooden barrels with multiple wine bottles".

So timeline: First, a woman in white shirt and red cardigan holds a glass of pink liquid, standing near two wine bottles. Then, the scene transitions to a wider view where she stands beside a man in a black jacket and gray shirt; both hold glasses and drink, surrounded by wooden barrels filled with wine bottles. The woman then takes a sip from her glass in a close-up, while the man also drinks. The camera alternates between close-up and wide shots, focusing on the subjects' actions and minimal background elements like chairs and a window.

Check for chronological order. First scene: woman alone with glass, bottles. Then two people, drinking. Then close-up of woman drinking again.

Wait, the video clips: [0.0] woman holding glass, two bottles. [1.4] same? Wait, the timestamps: [0.0] is woman, [1.4] is same? Wait, the user provided a sequence:

<0.3 seconds> woman

<1.4 seconds> woman (maybe same as first)

<2.5 seconds> wider shot with man and woman

<3.6 seconds> same wide shot

<4.7 seconds> close-up woman drinking

Wait, the video clips are:

First frame: woman with glass, two bottles.

Second frame: same woman, maybe different angle.

Third frame: wider shot with man and woman, barrels with bottles.

Fourth frame: same as third, man drinking.

Fifth frame: close-up woman drinking.

So the sequence is:

- Woman (white shirt, red cardigan) holds a glass of pink liquid, standing in front of two wine bottles.

- The scene widens to show her standing beside a man (black jacket, gray shirt), both holding glasses; they stand before wooden barrels holding multiple wine bottles, with the woman gesturing while the man drinks.

- The woman takes a sip from her glass, shown in a close-up.

Now, structure the paragraph:

A woman in a white shirt and red cardigan holds a glass of pink liquid, standing in front of two wine bottles. The scene expands to include a man in a black jacket and gray shirt, who drinks from his glass beside her; both stand before wooden barrels with multiple wine bottles. The woman then drinks from her glass in a close-up shot. The camera alternates between close-up and wide angles, capturing the subjects’ actions with minimal background details.

Check rules:

- Motion/behavior chronological: yes, woman holding glass, then both drinking, then woman drinking again.

- Appearance: white shirt, red cardigan, black jacket, gray shirt—brief

A person (woman in red and white) moves her arm to lift a glass for drinking; another person in the background also exhibits minor movement while standing near bottles.

Background elements (bottles, candles, wall) show no shifting or fluid motion; no fire, water, or wind-dominated effects observed.


RAW CAPTION: Okay, let's see. The user wants me to generate a concise, chronological paragraph describing the video. The rules are specific, so I need to follow them carefully.

First, the video starts with a title card showing a needle-felted penguin made from a Penguin cookie package. Then it transitions to hands working on the penguin. The main subjects are the hands and the penguin. I need to mention the motion and behavior in order.

The first part is the title screen. Then the hands are shown manipulating the penguin. The hands are using a needle tool. There's a black tail and white felt pieces. The penguin is small, black and white with an orange beak. The hands are assembling or felting it.

I need to describe the chronological order. Start with the initial title card (though the rules say to exclude text recognition, but maybe the video's first frame shows the penguin). Wait, the first frame is the title, but the rules say not to include text. So maybe just describe the objects there without mentioning the text.

Wait, the user says to exclude text recognition, named characters, or stylistic analysis. So in the caption, don't mention "Felmeydesigns Presents" or "Needle Felted Penguin". Focus on the visual elements.

So the first frame is a close-up of the penguin made from a cookie package. Then the hands start working on it. The hands are holding the penguin, using a needle tool. The penguin is small, black and white, with an orange beak. The hands are manipulating it, maybe adding details.

Wait, the second frame shows hands holding the penguin, with a black tail and white felt. They use a needle tool to work on the penguin. Then they place it down and continue working.

I need to list the steps in order. Start with the penguin being held by hands, then using the tool, adjusting the felt. The background is minimal, white. Camera is top-down.

Let me structure it: The video opens with a close-up of a small needle-felted penguin with black and white felt, orange beak, and a black tail. Then hands enter the frame, holding the penguin, using a wooden needle tool to manipulate the felt. The hands adjust the penguin's body and head, positioning the tail to the left. The camera maintains a top-down view throughout.

Check the rules: Mention motion and behavior in order. Appearances (colors, size). Spatial relationships (tail to the left). Background minimal, so just mention white background. Camera perspective is top-down. Exclude text.

Avoid mentioning the title text, so don't say anything about the title screen. The first frame shows the penguin as part of the video, but since the rules exclude text recognition, just describe the penguin's appearance as seen in the video. The initial frame shows the penguin, but maybe the next frame starts the action.

Wait, the first frame is the title card, but according to the rules, exclude text. So the caption should start from the first action. Wait, the user's example input has the first frame as [0.0 seconds] with the title, then the next frames show the hands. But the task is to generate a caption based on the provided video clips. The user says "describing the provided video", which includes the title card. But the rules say to exclude text recognition. Hmm.

Wait, the user's example input has a title card, but the rules say "Exclude text recognition, named characters, or stylistic analysis." So I shouldn't mention the text on the title card. Therefore, the first part of the video is the title card, but the caption should focus on the visual elements, not the text. So perhaps the video starts with a close-up of the penguin, then hands working on it.

Wait, the first frame in the input is [0.0 seconds] showing the penguin on a white background, with text. Then at [1.4 seconds], hands are working on it.

But according to the rules, the caption should focus on motion and behavior. So maybe the initial frame is part of the video, but since text is excluded, describe the penguin's appearance. Let me read the input again.

The user provided the following frames:

[0.0] - Image of the penguin with text (which we shouldn't mention)

[1.4] - Hands holding the penguin

[2.5] - Hands using a needle

[3.6] - Hands adjusting

[4.7] - Hands placing the penguin down

So the caption should start from the action of the hands. But the first frame (0.0) is the title, which is part of the video. However, the rules say to exclude text recognition, so the

Hands manipulate a needle-felted penguin, wool roving, and tools (e.g., needle, scissors), with discrete motion due to physical interaction.

Background is a static white surface with no shifting or fluid motion; no fire, water, or smoke present.


A shirtless person in dark shorts begins crouched in a shallow pool, then stands, takes steps forward, and plunges into the water. The individual is positioned in front of a crowd gathered behind a metal railing under a shaded structure. The camera remains stationary with slight shake, capturing the action from a fixed frontal perspective.

A single person (likely a performer or rider) is the primary moving object within the central ring, exhibiting controlled locomotion (e.g., riding or maneuvering). Audience members in the stands remain largely static.

The background features a stationary structure with spectators; no fluid motion (fire, water, wind) is present. Background elements (e.g., railings, canopy, audience) show minimal movement, indicating no dominant ambient environmental motion.


A black pickup truck with two people in yellow shirts standing in its bed drives through shallow water, moving forward and creating splashes as it progresses. The truck gradually submerges deeper into the water, becoming partially submerged with only the roof visible by the end. The camera remains stationary, capturing the scene from a fixed perspective on the shore.

A car with a person on top is moving through shallow water, exhibiting locomotion (forward motion) due to engine force, while the person remains relatively stationary relative to the car.

The sky and distant land show no significant shifting, indicating a stable background. Water flow is present as ambient motion but is not dominant; it serves as the environment through which the object moves.


A hand holds and moves the neck of a dark-fretboard electric guitar up and down while positioned in front of a window with horizontal blinds. The camera maintains a steady close-up perspective on the guitar neck throughout.

The guitar and the hands of the person playing are moving; the guitar is held and manipulated by the player's hands to produce music.

Background consists of static window and walls; no ambient environmental motion (fire, water, smoke, wind) observed.


A person with bare feet and rolled-up denim shorts stands in snow, near a small black-and-white dog. The dog moves toward a red bottle, sniffs it, then steps back, while the person remains close to the bottle. The camera is static at ground level with slight shake.

The person (legs) and dog move: the person steps around the bottle; the dog approaches, sniffs the bottle, and walks away.

Background is stable (fence, structures do not shift uniformly); no fluid/environmental motion (e.g., snow is static, no blowing wind or snowfall).


RAW CAPTION: Okay, let's tackle this video captioning task. The user wants a concise, chronological paragraph focusing on the motion and behavior of the main subjects. First, I need to watch the video carefully.

The video starts with a group of people running across a dirt field. They're moving from left to right. The number seems to be around 20-30 people, maybe more. They're dressed in various colors—some in bright shirts, others in darker ones. The background has a yellow building with blue doors and some trees.

As the video progresses, the camera pans left, following the crowd. The people are moving quickly, so maybe they're in a hurry or part of an event. There's a person sitting near a large pot, but they're stationary. The crowd's movement changes direction towards the building. Some people are running towards the building, others maybe turning around.

The camera is handheld, probably moving with the crowd. The background includes the yellow building and trees, but since the rules say to keep background minimal unless essential, I'll mention the building briefly. Need to avoid specific details like colors unless necessary. The main focus is on the people's movement.

Wait, the rules say to mention spatial relationships. So when they run towards the building, maybe "approaching the yellow building with blue doors". Also, the camera movement is panning left and possibly following the crowd. The ground is dirt, so maybe "dirt field".

Check the output format: must be in a caption tag without any extra text. Need to be concise, chronological order. Start with the initial movement, then the pan, then the direction change towards the building, then the camera movement. Avoid specific numbers like exact count, but maybe "a large group" or "dozens".

Wait, the user said "briefly describe their appearance and number (color, size, orientation)". So color, size, orientation. But since it's a group, maybe "varying colors, mostly casual clothing, moving in a line". But keep it concise. Maybe "dozens of people in varied clothing colors run across the dirt field".

Wait, the first frame shows them running towards the right, then the camera pans left, so the direction changes. Need to capture that. Let me structure it: The video begins with dozens of people running across a dirt field from left to right. The camera pans left, following the crowd as they move toward a yellow building with blue doors. The group maintains a steady pace, some individuals veering toward the structure while others continue ahead. The camera remains handheld, slightly shaky, tracking the motion with a leftward pan. Background details include trees and the building, but focus stays on the moving crowd.

Check if I'm following the rules. Main subjects are people, motion in chronological order. Spatial relationships: crowd moving toward the building. Camera perspective: handheld, panning left. Background minimal. Exclude text, names. Okay, that seems to fit.

Wait, in the video, the crowd's direction changes as the camera pans. Maybe "initially moving left to right, then turning toward the building". Also, mention the number as "dozens" or "a large group". Let me check the original frames again.

First frames: people running across the field. Then camera moves left, showing more people approaching the building. The crowd is dense, moving in a line. So "a large group of people in casual clothing of various colors runs across a dirt field, moving from left to right. As the camera pans left, the group continues toward a yellow building with blue doors, some individuals accelerating toward the structure while others trail behind. The handheld camera follows the crowd’s motion with a slight shake, maintaining focus on their collective movement."

Hmm, maybe too wordy. Need to be concise. Let's try: "A large group of people in varied colored clothing runs across a dirt field from left to right, moving toward a yellow building with blue doors. The camera pans left, tracking their movement as they approach the building, with some individuals veering toward its entrance. The handheld camera remains slightly shaky throughout, focusing on the crowd’s continuous motion."

Check if this meets all rules: chronological (starts with running, then pans left, approaches building), mentions appearance (varied colors, casual), number (large group), spatial relationships (toward the building), camera perspective (handheld, pans left, shaky). Background minimal (yellow building mentioned but not overly detailed). No text or named characters. Okay, seems good.
</think>

<caption_output>A large group of people in varied colored clothing runs across a dirt field from left to right, moving toward a yellow building with blue doors. The camera pans left, tracking their motion as they approach the structure, with some individuals veering toward its entrance while others continue ahead. The handheld camera remains slightly shaky, maintaining focus on the crowd’s continuous movement. Background details include

Multiple children (discrete solid objects) are running and playing; their motion is due to locomotion and interactions (e.g., kicking a ball).

Background (buildings, trees) is stable with no significant shifting or fluid motion. No fire, water, smoke, or strong wind observed.


A man in a gray t-shirt and black shorts sits in the driver's seat of a car, holding the steering wheel with his left hand. He uses his right hand to shift the gear lever downward and then upward, with a yellow bottle visible on the center console to his left. The camera remains stationary inside the vehicle, capturing the driver's actions from a front-facing angle with minimal background visibility.

The person in the driver's seat is making small hand and foot movements, consistent with driving actions (steering, shifting gears).

The background outside the car window (trees and grass) is static with no signs of wind or fluid motion. The interior of the car is also static.


A person wearing a white shirt and dark pants bends over in a dense forest, interacting with an object on the ground. The camera cuts to a static map of New York State with red markers indicating locations. The camera remains stationary throughout both scenes.

A person (geocacher) is moving through the forest, exhibiting locomotion (walking, bending) as a discrete solid object.

The forest background (trees, ground) remains static with no uniform shifting; no fire, water, smoke, or wind-driven motion observed.


A pair of hands manipulates golden playing cards near a window, fanning them outward and adjusting their positions to display the card faces, with the blurred outdoor scene visible through the window. The camera maintains a close-up perspective on the hands and cards, with slight movement.

A hand manipulates a golden foil-like object, folding and repositioning it with distinct solid-object motion.

The background (trees, window reflections) shows no uniform shifting or fluid motion; no fire, water, smoke, or wind dominance.


A person in a gray t-shirt and light blue jeans operates a red and gray meat grinder over a clear plastic container on a wooden table, grinding meat into the container before lifting the grinder away. A purple cup and white plastic bag sit to the right of the container on the table, with a bright yellow wall in the background. The camera remains static throughout the sequence.

A person's hands and a knife are moving as they interact with a fish on the table, demonstrating explicit physical forces (cutting motion).

No shifting background elements; yellow wall and stationary objects (table, cup, paper towels) remain static. No fire, water, smoke, or wind motion observed.


A person in a white long-sleeve shirt and light blue shorts holds a blue pole with a white tip, rotating their body while swinging the pole from a raised position down toward a pool. The background features green trees and grass. The camera follows the person’s movement with slight panning.

A person wearing a light blue sweatshirt (with '13' visible on the back) and blue shorts is moving while holding a blue pool skimmer, performing controlled motions along the pool edge.

The background consists of stationary trees and grass with no significant shifting or fluid motion; the pool water is calm with no dominant waves or splashes, and no wind effects are visible.


RAW CAPTION: Got it, let's tackle this. First, the video shows people skiing. Need to follow the chronological order. Let's see the frames:

Frame 0: Multiple skiers on a snowy slope, trees in background. They're moving down the hill.

Frame 1: More skiers, one in red, others in dark. Still moving down.

Frame 2: Skiers continue, one turns left maybe. Trees and snow.

Frame 3: Skiers approaching a sign or something, then continue.

Frame 4: A skier in front, another behind, going downhill.

Frame 5: Skiers moving through a wooded area, one in front, one behind.

So the main subjects are skiers. Let's count: first frame has at least 3, then 2, 2, 2, 2. But maybe focus on the motion. The skiers are moving downhill, some in different positions.

Appearance: dark winter gear (some might have red), but maybe keep it general. Spatial relationships: some ahead, some behind. Camera is following the skiers, maybe panning as they move.

Background is snowy forest, but minimal. Rules say keep background minimal unless essential. So describe the motion of skiers.

Chronological order: Skiers descend a snowy slope, moving downhill in a line. The camera follows their movement, capturing them navigating through the snow-covered terrain with trees visible in the background. The skiers maintain their positions relative to each other, with one skier occasionally leading or trailing. The camera perspective is dynamic, tracking the skiers as they move, with slight adjustments to follow their path.

Wait, need to be concise. Let's structure:

Several skiers in dark winter gear descend a snow-covered slope, moving downhill. Initially, multiple skiers are visible, with some in front and others trailing. As the video progresses, the skiers continue their descent, navigating through the snowy terrain with trees in the background. The camera follows their movement, maintaining a dynamic perspective that tracks their path, slightly panning to keep them in frame.

Check rules: focus on motion and behavior, chronological, appearance (color? but maybe general dark, red one maybe but maybe not necessary. The rule says "briefly describe appearance and number (color, size, orientation)". So number: several skiers. Appearance: dark clothing, one in red (from frame 1). But maybe "several skiers in dark winter attire, one in red" but need to check if essential.

Wait, the first frame has a red skier. Let's check:

Frame 0: three skiers, one red, two dark.

Frame 1: two skiers, red and dark.

So perhaps "several skiers in dark winter clothing, one wearing red, descend a snowy slope."

But need to be concise. Let's try:

Several skiers descend a snowy slope, moving downhill. The group includes individuals in dark winter attire and one in red, with some skiers ahead of others. The camera follows their descent, capturing their movement through the snow-covered terrain as they navigate past trees. The perspective shifts slightly to track the skiers' path, maintaining a dynamic view of their motion.

Wait, but rules say "keep background descriptions minimal unless essential". So trees are background, but they are part of the terrain. Maybe "snowy slope lined with trees" but minimal.

Let me try to condense:

Multiple skiers in dark winter gear, one in red, descend a snow-covered slope. They move downhill in a group, with some leading and others trailing. The camera follows their path, panning slightly to keep them in frame, capturing their motion through the snowy terrain.

Check the output format: must be a paragraph.

Wait, the rules say "consecutive paragraph".

Let me draft:

Several skiers in dark winter clothing, one in red, descend a snowy slope, moving downhill. They maintain a group formation, with some skiers positioned ahead of others. The camera follows their descent, dynamically tracking their path through the snow-covered terrain as they navigate past trees.

But need to check if "group formation" is necessary. Maybe "some skiers move ahead while others follow."

Wait, in frame 4: two skiers, one in front. Frame 5: same.

So the sequence: starts with multiple, then two, then two, etc.

Let me structure chronologically:

At the start, multiple skiers in dark winter gear (one in red) descend a snow-covered slope. As the video progresses, the skiers continue moving downhill, with some leading and others trailing. The camera follows their motion, panning to maintain focus on their descent through the snowy landscape.

That's concise. Check rules:

a) Motion: descend, continue moving downhill.

b) Appearance: dark winter gear, one in red; number: multiple skiers.

c

Two distinct skiers are moving down the slope; their motion is solid and discrete, driven by gravity and propulsion (skiing) with no visible collisions or environmental interference.

The background consists of static snow-covered trees and terrain with no significant fluid motion (fire, water, wind) dominating the scene. Trees remain consistently positioned with no uniform shifting or blurring.


A person with a bald head and dark hoodie holds a hair dryer, turning their head and moving the device around their head. The individual adjusts the dryer near their scalp while the camera captures the action from a top-down perspective with slight movement. Background elements include light blue walls and a mirror, but focus remains on the person's actions with the hair dryer.

A person is actively using hair clippers on their head, with hands and the clipper moving to cut hair. The person's head and hands are discrete solid objects undergoing motion due to explicit physical action.

The light blue walls, door, lamp, and bed in the room remain static throughout the video. No fluid/environmental motion (fire, water, smoke, wind) is present.


RAW CAPTION: Got it, let's tackle this captioning task. First, I need to describe the video chronologically. The main subject is a person shearing a sheep. Let's break down the frames.

In the first frame, the person is in a green shirt and dark pants, using electric clippers. The sheep is lying on a wooden platform, covered in wool. The person is positioned to the left of the sheep, maybe? Wait, the sheep is on the platform, the person is standing over it. The background has hay on the ground, a big bag, and a red object. But rules say minimal background unless essential. So focus on motion.

Looking at the frames: the person starts shearing, moves the clippers along the sheep's body. The sheep is lying down, wool is being removed, so the action is continuous shearing. The person's hands are moving, the clippers are in motion. The sheep stays on the platform, maybe twitching a bit? The ground is covered with wool and hay.

Chronological order: the person uses the electric shearer on the sheep. The sheep is a light-colored animal, lying on a wooden board. The person is wearing green shirt and dark pants. The shearing motion is the main action, removing wool. The camera seems to follow the action, maybe a slight pan or zoom? Wait, the first frame to the last: the camera might be moving closer to show the shearing detail. So camera perspective is close-up, maybe shifting to show the action.

Need to mention appearance: person (green shirt, dark pants, boots?), sheep (light-colored, lying down), platform (wooden). Motion: person moves the clippers over the sheep's body, removing wool. The wool piles up around the sheep.

Wait, the rules say concise paragraph. Let's structure it:

- Start with the person shearing the sheep.
- Describe their appearance, the sheep's position.
- Then the motion: shearing, moving clippers, wool being removed.
- Spatial: person standing over sheep on platform, sheep's body being sheared.
- Background minimal, so maybe mention hay on ground but not too much.
- Camera: close-up, possibly slight pan to follow shearing action.

Check if I missed anything. The video is a sequence where the person is shearing, so chronological: begins shearing, continues, moves clippers across the sheep. The sheep is lying down, so the person is on the side or over it.

Let's draft:

A person in a green shirt and dark pants uses electric clippers to shear a light-colored sheep lying on a wooden platform covered in wool. The person maneuvers the clippers along the sheep's body, removing thick wool which piles around the animal. The sheep remains still as the shearing progresses. The camera focuses closely on the action, slightly panning to follow the shearing motion, with hay and scattered wool on the ground.

Wait, need to check rules: keep background minimal. The ground has hay and wool, but maybe "hay-covered ground" is minimal. Also, check if the person's orientation: "stands over the sheep", maybe "kneeling"? Wait, in frame 0, the person is kneeling? Let me check. The first frame shows person in green shirt, dark pants, knees on ground (shearing). Wait, the description says "kneeling"? Let's see: "the person is kneeling on the ground with the sheep on the platform". Wait, the video: the person is on their knees? Let me look at the frames.

Frame 0: person is bending over, shearing. In frame 2, they're using the clippers, maybe kneeling. So "the person kneels while shearing".

So revised:

A person wearing a green shirt and dark pants kneels beside a light-colored sheep lying on a wooden platform. The person uses electric clippers to shear the sheep, moving the tool across the wool, which accumulates around the animal. The sheep remains motionless as the shearing continues. The camera maintains a close-up perspective, slightly panning to follow the shearing action, with hay scattered on the ground.

Check if that's chronological: starts with the person shearing, motion of clippers, wool piling. Yes. Now check rules:

a) Motion: person shearing, clippers moving, wool removed.

b) Appearance: person (green, dark), sheep (light), platform (wooden). Number: one person, one sheep.

c) Spatial: person next to sheep on platform.

d) Camera: close-up, slight pan.

e) Background: minimal (hay on ground).

f) No text, characters.

Yes. Let's see if it's concise. Maybe shorten "the sheep remains motionless as the shearing continues" to "the sheep stays still as shearing progresses".

Also,

A person (wearing green shirt and dark pants) is actively shearing a sheep. The person's hands and legs move as they manipulate shearing tools and the sheep's wool, with wool clumps scattering around the wooden platform.

Static background elements (straw-covered ground, large bag, equipment) show no uniform shifting; no fire, water, smoke, or wind motion observed.


A wooden spatula stirs a pan of brown lentils on a white gas stove, moving in circular motions to shift the lentils within the pan. The hand holding the spatula remains in the frame, manipulating the lentils as they shift position. The camera maintains a top-down perspective throughout, focusing solely on the pan and stirring action with minimal background detail.

A hand holding a wooden spoon stirs grains in a pan; discrete solid objects (hand, spoon, grains) show controlled motion due to manual stirring.

Stove and burner elements are static; no fluid motion or environmental effects (e.g., smoke, wind, fire) observed.


A person in a light-colored shirt and white shorts sits holding a large wooden cello upright in front of them. They raise the bow, then draw it across the strings in a fluid motion. The setting includes red chairs and a map on the wall, but the camera remains static, capturing the individual's actions from a frontal perspective.

A person (cello player) and the cello are moving; the person's hands move to bow the cello, which is a discrete, solid object with explicit physical motion due to manual manipulation.

Background elements (red chairs, wall with map) show no uniform shifting or environmental motion (fire, water, wind). No fluid or gaseous elements dominate the scene.


text

A swimmer enters the pool, creates a splash, and swims underwater with visible limb movements. Another individual (yellow swim cap) walks across the frame.

Static background elements (poolside, chairs, standing individuals) show no uniform shifting. Water movement is a direct reaction to the swimmer's motion, not autonomous environmental flow.


A group of cheerleaders in red shirts, black shorts, and white socks perform a routine on a blue mat. They begin in a crouched position, then jump upward in unison, followed by synchronized stepping motions and directional shifts. The group maintains coordinated movements throughout the sequence, transitioning between formations. The camera remains stationary, capturing the performance from a fixed frontal perspective.

Multiple people in red uniforms perform synchronized locomotion (jumping, stepping, turning) on the blue mats; their motion is discrete and distinct.

The background elements (gym walls, ceiling structure, banners) remain static across frames, showing no shifting or fluid motion. No fire, water, smoke, or wind is present.


RAW CAPTION: Got it, let's break this down. The video shows a person in a kitchen. First, they're holding a metal bowl and a green container, walking towards the stove. Wait, no—wait, the first frame has them holding the bowl, then in the next frame, they bend down. Let's check the timestamps.

At [0.0], the person is standing near a dark door, holding a metal bowl. Then [1.0] they bend forward, maybe placing the bowl? Then [2.0] they pick up something—wait, the description says at [1.0] they bend down, then [2.0] they hold the bowl and a green container. Wait, no, the video sequence: frame 0: person holds metal bowl and green container. Then frame 1: they bend down, maybe putting the bowl on the floor? Wait, no, the actions: the person moves from the door area towards the stove, bending down (maybe to pick up or place something), then stands up holding both items, then moves back towards the door.

Wait, the caption needs to be chronological. Let's list the steps:

1. Person (wearing white t-shirt, dark pants) holds a large metal bowl and a green container near a dark door in the kitchen.
2. They bend forward, lowering the bowl (maybe placing it down? But in the next frame, they pick up the bowl again? Wait, no—looking at the frames: [0.0] person holds bowl, [1.0] bends, [2.0] holds bowl and green container, [3.0] holds both while moving, [4.0] stands near door holding both. Wait, no—the movement: from the initial frame, they're near the door, then move towards the stove area, bend down (maybe to place the bowl?), but in the next frame, they're holding both again. Wait, the exact actions:

Frame 0: person stands near door, holding metal bowl (large, silver) and green container (small, green) with both hands.

Frame 1: they bend forward, possibly placing the bowl down (but the next frame shows them holding both again), so maybe they bend to adjust or pick up something.

Frame 2: they stand up, holding the bowl and green container.

Frame 3: they move towards the stove area (where there's a plate with food), holding both items.

Frame 4: they turn towards the door again, holding both.

Wait, the key is to capture the motion: the person moves from the door, bends (maybe placing the bowl?), then continues moving, holding the items.

Appearance: person is wearing white t-shirt (with text, but we exclude text), dark pants. The metal bowl is large, shiny. Green container is small.

Spatial relationships: Initially near a dark door (left side of frame), then moves towards the stove (right side of frame). In frame 1, bends down (maybe in front of the stove?), then stands up.

Camera perspective: The camera is static, maybe a slight shake? The video is a bit blurry, so camera movement is minimal.

Background: kitchen with stove, plates, dark door. But minimal description.

So chronological paragraph:

A person in a white t-shirt and dark pants holds a large metallic bowl and a small green container near a dark door in the kitchen. They bend forward, lowering the bowl toward the floor, then stand upright while holding both items and walk toward the stove area, passing a plate with food. The camera remains static with slight motion blur.

Wait, but the rules say exclude text recognition, named characters, so don't mention "white t-shirt with text"—just "white t-shirt". Also, need to be concise.

Let's refine:

A person wearing a white t-shirt and dark pants holds a large metallic bowl and a small green container. They bend forward near a dark door, then stand and walk toward the stove, passing a plate with food while maintaining both items. The camera is static with minimal shake.

Check rules:

a) Motion chronologically: bend, walk, pass plate.

b) Appearance: person (white t-shirt, dark pants), bowl (large, metallic), container (small, green).

c) Spatial: near door, then toward stove (plate with food).

d) Camera: static, minimal shake.

e) Background minimal (kitchen, door, stove).

f) Exclude text, names.

Yes. Let's write:

A person in a white t-shirt and dark pants holds a large metallic bowl and a small green container. They bend forward near a dark door, then stand upright and walk toward the stove, passing a plate with food while still holding both items. The camera remains stationary with slight motion blur.

Wait, but the video might have the camera moving? The

The primary discrete object is a person moving through the kitchen, carrying and manipulating a metal bowl. The person's locomotion (walking, bending, turning) and interaction with the bowl constitute solid-object motion.

The kitchen background (walls, door, stove) remains static with no significant shifting or fluid/environmental motion (no fire, water, smoke, or wind detected).


Hands manipulate a colorful Rubik’s cube (red, blue, green, yellow, white, orange) by rotating its faces, holding it in both hands and turning it to display various sides in sequence. The cube remains the central focus against a dark background. The camera maintains a close-up, steady perspective throughout the motion.

The Rubik's cube is being manipulated by two hands. The cube rotates and turns as the hands apply forces, causing discrete movements of the cube's faces.

The background is dark and static with no shifting elements. There is no fire, water, smoke, or wind. The ambient environment is calm and still.


A person holds a multicolored Rubik's Cube (featuring green, yellow, red, and blue squares) and rotates it with both hands, displaying different colored faces in sequence. The cube is manipulated in front of a bookshelf with a keyboard visible to the left. The camera remains fixed, capturing the close-up motion of the cube and hands.

The Rubik's cube is being manipulated by the person's hands, showing motion due to explicit physical forces (turning the cube).

The background (bookshelf and piano) is static with no shifting. No fluids or environmental motion (fire, water, smoke, wind) detected.


RAW CAPTION: Got it, let's tackle this. First, I need to describe the video chronologically. The main subject is a person in a blue shirt with a white logo. Let's see the sequence.

In the first frame, the person is standing on a road, arms outstretched. Then they move towards the camera, maybe jumping or dancing. The next frames show them closer, with their mouth open, then moving again. Then they step back, arms still out. The background has a building on the left and trees on the right, but minimal background as per rules.

Appearance: blue shirt, gray pants. Number: one person. Motion: starts with arms out, moves toward camera, maybe jumps (since in frame 1.7 they have arms down but then move). Wait, frame 0.0: arms out, frame 1.0: same, frame 1.4: closer, mouth open. Then frame 2.0: same, frame 3.0: steps back, frame 4.0: steps back, arms out. Then frame 5.0: face close to camera.

Spatial relationships: the person is in the center, with building to left, trees to right. But background minimal, so maybe just mention the road and surroundings briefly.

Camera movement: the camera seems to move towards the person, then maybe the person moves towards the camera. Wait, the frames show the person getting closer then maybe stepping back. The camera perspective: it's a handheld shot, slight shake maybe. The movement: the camera follows the person's movement, so as the person moves towards the camera, the camera might be moving with them, or the person is moving towards the static camera.

Let's structure chronologically:

- The person in a blue shirt and gray pants begins on a road, arms extended outward, facing the camera.
- They advance toward the camera, mouth open as if shouting or expressing excitement, then step back slightly with arms still outstretched.
- The camera remains focused on the person, capturing their movements from a close perspective with minimal background elements visible.

Check rules: focus on motion and behavior (yes, movement towards camera, step back), appearance (blue shirt, gray pants, one person), spatial relationships (road, building left, trees right, but minimal), camera perspective (close-up, handheld, slight shake? The video might have a slight shake due to movement, but in the frames, the camera seems to follow the person's motion, so perhaps the camera moves with them as they approach and retreat. But the output needs to describe camera perspective and movement: "the camera follows the person’s movements, capturing them from a close perspective with minor motion." Wait, the problem says "conclude with the camera perspective and movement". So after the main motion description, add that.

Wait, the rules: d) Conclude with the camera perspective and movement (e.g., top-down, pan left, slight shake).

So the main part: the person's actions in order. Then camera.

Let's outline:

1. Person in blue shirt and gray pants stands on road, arms outstretched.
2. Moves toward camera, mouth open, then steps back, arms still out.
3. Camera perspective is close-up, following the person's movements with slight handheld motion.

Check if background is essential: the road, building on left, trees on right—maybe just "on a road with buildings to the left and trees to the right" but rule e says minimal unless essential. Since the motion is on the road, maybe mention road as setting but not too much.

Let's draft:

A person wearing a blue shirt and gray pants stands on a road, arms extended outward. They advance toward the camera, mouth open, then step back slightly with arms still outstretched. The camera remains close to the subject, capturing their movements with minor handheld motion.

Wait, need to be chronological. The order:

- Initially, the person is on the road, arms out. Then moves toward camera (frame 1.4 has them closer), then frame 2.5 is close-up, then frame 3.6 they step back. So:

The person in a blue shirt and gray pants begins on a road, arms extended. They move closer to the camera, mouth open, then step back with arms still outstretched. The camera follows the person’s movements, maintaining a close perspective with slight handheld motion.

Check for appearance: blue shirt, gray pants—correct. Number: one person.

Spatial relationships: on the road (with buildings left, trees right) but minimal background, so maybe just "on a road" but rule e says minimal unless essential. Since the road is where the action is, it's necessary to mention the setting briefly.

Another version:

A person in a blue shirt and gray pants stands on a road with buildings to the left and trees

A person on a skateboard moving towards and away from the camera, performing actions like running, extending arms, and turning.

Background elements (building, trees, road) are stationary. No fluid or environmental motion (fire, water, smoke, wind) detected.


Two skaters, one in a purple jacket and light pants, the other in a white and blue striped shirt with dark pants, move across an ice rink. The purple-jacketed skater follows closely behind the striped-shirt skater, who extends their arms for balance. As the striped-shirt skater glides forward, they lose stability and fall to the ice, while the purple-jacketed skater adjusts their stance and looks toward the fallen skater. The camera captures the action with slight movement, focusing on the two main subjects against a background of other skaters.

Discrete solid objects (skaters) moving due to locomotion (skating) and interactions (e.g., pushing, falling). Two primary individuals in foreground exhibit controlled motion with visible changes in position and orientation.

The ice rink background (ice surface, walls) shows no uniform shifting or fluid motion; no fire, water, smoke, or wind dominates the scene. Background elements remain relatively static.


A person wearing a gray beanie, green jacket, and black pants walks alongside a white horse with a light mane in a stable, holding a purple object. They move from the horse's rear toward its head, then bend down near the horse's legs in front of a purple feed container attached to a metal stall. The horse remains stationary while the person interacts with it. The camera follows the person's movement, panning slightly to capture the interaction.

Horse moves forward (locomotion), person walks and interacts with horse (brushing) – both solid objects with explicit physical motion.

Static background elements (cages, walls, buckets) show no uniform shifting; no fire, water, smoke, or wind motion present.


A person wearing a dark cap and gray shirt interacts closely with a fluffy white dog. The dog's head is positioned near the person's face, and the person uses their hand to gently adjust or hold the dog's head, which moves slightly within the frame. The camera maintains a close-up perspective, capturing the interaction with minor shaking, while the background remains indistinct.

A person (discrete solid object) is present, with minor head movements and blinking. The motion is consistent with natural human physiology (e.g., blinking, subtle head adjustments).

No shifting background elements observed. No fire, water, smoke, or wind-driven motion detected. Background remains static relative to the frame.


A person in dark clothing walks from the right side of the frame toward the porch steps, ascends the steps, and pauses at the top. The camera maintains a fixed top-down perspective overlooking the porch and adjacent sidewalk, with a grassy area and parked vehicles visible in the background.

A black dog walks down the porch steps and moves along the driveway (0.5-2.5s), exhibiting clear locomotion without interaction with other objects.

Background elements (porch, railing, grass, street, van) show no shifting or environmental motion (fire, water, wind); all static. No fluid/environmental motion detected.


A woman in a dark jacket holds a baby in her lap. She manipulates a white rectangular object with her hands, presenting it toward the baby, who smiles and shifts position. The woman continues adjusting the object while the baby looks away. The camera remains close and slightly shaky, focusing on the interaction between the woman and the baby.

A person and a baby interact; the baby moves their arms, and the person adjusts their hold, demonstrating physical motion from explicit interactions.

Background elements (walls, furniture) show no uniform shifting; no fire, water, smoke, or wind visible.


A hand dips a piece of chicken into a glass bowl of yellow beaten eggs, then transfers it to a glass bowl filled with light brown breadcrumbs, pressing the chicken into the crumbs. The egg bowl sits above the breadcrumb bowl on a wooden surface. The camera maintains a top-down perspective throughout, focusing on the bowls and hand motion.

A hand moves a piece of chicken, dipping it first into an egg bowl then into a breadcrumb bowl.

The background (wooden table) is static. No fire, water, smoke, or wind is present.


A man in a light blue sleeveless shirt and dark pants kneels before a woman in a black dress, holding an object toward her. A second person in a blue shirt and dark pants enters from the left, moving toward them; the man stays kneeling while the woman shifts her stance slightly. The camera remains stationary with slight movement, capturing the interaction in a room with minimal background activity.

The man (kneeling) and woman (standing) are moving slightly (stepping, adjusting position). Other people walk by in the background.

Background (walls, counter) is static. No fluid or environmental motion (fire, water, smoke, wind) observed.


A person in a white shirt uses gloved hands to lift a large, red-and-bone marbled meat slab, repositioning it onto a white cutting board before slicing it into sections with a large knife. The camera captures close-up views of the hands and meat as they move and cut, with minimal background visible.

The person's hands move the raw meat slab and cut pieces, with discrete motion involving positioning, sliding, and cutting actions.

Background elements (stainless steel table, wall tiles, equipment) show no uniform shifting or environmental fluid motion (fire, water, smoke, wind).


A person in a blue shirt, light blue pants, and helmet ascends a ladder while wearing a large white backpack and using a tool, working on gutter maintenance amid dense green foliage and a dirt path; the video starts with a split-screen view (left: foliage, right: the worker) before focusing on the worker moving upward along the ladder, with the camera maintaining a steady perspective and slight shift from split-screen to close-up.

The main subject (a person in white shirt and blue pants) is moving by walking and using a tool (possibly rope). A second person briefly enters the frame and moves. Both are discrete solid objects.

The background (trees, ground) is static with minimal leaf movement due to wind, which is not dominant. No fire, water, or smoke present.


Two girls, one in a pink top and red pants with white stripes, the other in a pink top and patterned pants, sit on a dark couch facing each other. The girl on the right extends her hand for a high-five, the girl on the left claps her hands and then high-fives in return. They repeat this alternating motion, with the right girl initiating each high-five. The scene is shot from a stationary camera with minimal background details.

Two solid objects (girls) exhibiting discrete motion: one girl raises hand to interact with the other, both clapping and manipulating small objects (e.g., toy or paper) through muscular action.

Background elements (door, wall, furniture) show no shifting or fluid motion; no fire, water, smoke, or wind present.


...<caption_output>.  Final check: chronological (first action, then raising hand), focus on motion (using knife, then raising hand), appearance (blue sleeveless top, orange pocket), spatial (counter by pool), background minimal, camera static. </think>  <caption_output>A man in a blue sleeveless top with an orange pocket stands at an outdoor counter by a pool, using a knife on a cutting board. He raises his right hand to his head. Various items, including a white cloth, bottle, and herbs, are arranged on the counter. The pool with red umbrellas and houses is visible in the background. The camera remains stationary, capturing the scene from a fixed angle.

The person (discrete solid object) is moving: raising hand to head, wiping face, and adjusting hair.

The background (pool, patio, houses) is stationary with no fluid motion (water still, no fire, smoke, or strong wind).


A man wearing a cap, black sleeveless shirt, gray shorts, and white sneakers begins walking on a treadmill in a gym, transitioning to running while maintaining a steady pace. He briefly turns around to face the camera before resuming his forward motion. The gym environment includes other exercise equipment and large windows in the background. The camera remains stationary throughout the sequence.

A person is running on a treadmill, with discrete locomotion driven by their own physical movements (leg motion, stride). The treadmill belt movement is secondary to the person's running action.

Background elements (gym equipment, windows, walls) remain static throughout. No fire, water, smoke, or wind-driven motion is present in the environment.


A boy in dark clothing stands on grass, raises his arm holding a light-colored object, then swings it forward toward a red object on a wooden pathway in front of him. The background includes a fence and sparse plants. Camera angle is top-down with slight shake.

A child is holding and moving a hose to water the lawn. The hose is manipulated by the child, causing water to spray.

Background (fence, house) is static. No fire, smoke, or wind. Water flow is controlled by the hose and not dominant ambient motion.


A woman in a blue sweater sits at a sewing machine, manipulating fabric as she operates it, while several people—seated and standing around her—observe her actions, holding papers. The camera remains stationary, capturing the scene from a fixed angle.

The woman in blue at the table is moving her hands and arms, likely writing or drawing, which is a discrete object motion.

The background is static (walls, chairs, and people in the background show no shifting or fluid motion). There is no fire, water, smoke, or wind.


Three children interact near a window adorned with red garland; a girl in a green top and leopard-print skirt initially holds a blue object, then a group of kids—two in pink shirts (one with a design), one in red, and one in black—move around and gesture toward an object, with one girl holding it up. The camera, handheld and slightly shaky, shifts focus between subjects against a backdrop of a decorated tree with blue lights.

Multiple people (adults and children) are moving: reaching toward the Christmas tree, adjusting ornaments, and shifting positions within the scene due to locomotion and physical interaction.

No shifting backgrounds or fluid/environmental motion (fire, water, wind) observed; static room elements (windows, walls) remain fixed relative to each other across frames.


A person wearing a black hoodie with a white logo and blue reflective sunglasses sits at a table. Initially, their right hand rests on the table, then they move their left hand to place both hands flat on the table. The background features white shutters. The camera remains stationary in a front-facing position.

A person in a black hoodie pulls down the hood to reveal their face and sunglasses, which is a discrete action.

Background (blinds and wall) is static. No fluid or environmental motion present.


A pair of hands enters the frame from the top left, moving over a green blackjack table with face-up cards (4 of clubs, 4 of hearts, 8 of diamonds, 3 of clubs). The hands gather the cards, stacking them into a neat pile on the table. The camera maintains a static top-down view, capturing the entire sequence without movement.

Hands (discrete solid objects) are moving to shuffle, arrange, and handle playing cards on the table. The motion involves direct physical manipulation of the cards.

The casino table background (green felt with printed text/symbols) remains static throughout the video. No fluid or environmental motion (fire, water, wind) is present. Background elements do not shift uniformly.


A person in a teal and white striped tank top and purple shorts bends forward and downward, their back to the camera, moving hands toward the floor. The camera follows the motion with a slight shake, capturing the subject in a room with indistinct furniture.

A person (discrete solid object) is moving through space via locomotion (walking), with clear bounding box tracking.

Static background elements (bed, furniture, wall) show no uniform shifting; no fluid/environmental motion (fire, water, smoke, wind) observed.


A person with long blonde hair sits as another individual wearing a blue long-sleeve shirt and a wristwatch gathers their hair, lifts it upward, and shapes it into a bun. The stylist’s hands manipulate the hair in front of the seated person, who remains still. The camera maintains a static overhead perspective throughout the sequence.

Hands manipulating hair strands exhibit controlled physical movement (tying, shaping) with clear object-to-object interaction.

The striped wall background remains static with no shifting or fluid motion; no fire, water, or wind present.


RAW CAPTION: Okay, let's tackle this video caption request. First, I need to understand the rules. The user wants a concise, chronological paragraph focusing on the main subjects' motions and behaviors. Let me break down the provided frames.

Looking at the video, there are two people sitting at a table. The main person in the center is a blonde woman in a black shirt with "SHRUG" on it. She's working on a wooden board, using a rolling pin and then a knife. She's moving her hands, first rolling something, then using the knife. The other person is in a pink leopard print top, sitting to her left. The background has a mermaid pattern, but I should keep that minimal.

The rules say to mention appearance briefly: colors, size, orientation. So the main subject is blonde, black shirt, pink lipstick. The other person is in pink. They're sitting at the table, so spatial relationships: the second person is to the left of the main subject.

Chronological order: First, the main person uses the rolling pin on the board, then moves to the knife. The other person is working on their own thing. Need to capture the sequence.

Background should be minimal, so maybe just mention the table has items like a spray bottle, but not too detailed. Camera perspective: it's a static shot, top-down? Wait, the video shows a medium shot of both people at the table. The description says "top-down" in the rules, but maybe it's a standard angle. The user says "conclude with camera perspective and movement". The example given in the rules says "top-down, pan left, slight shake". The video here might be a fixed camera, so maybe "fixed perspective" or "static shot".

Wait, the user says "conclude with camera perspective and movement". So in the caption, after describing the actions, mention how the camera is positioned. The video here seems to have a static camera, no movement. So "fixed perspective" or "static shot".

Let me structure it:

Main subject: blonde woman in black shirt, pink lipstick, working on wooden board. Actions: uses rolling pin, then knife. Other person: pink leopard print top, working on the left. Background: mermaid wallpaper (but minimal), table with items.

Chronological order: She starts rolling with the pin, then moves to the knife. The other person is sitting beside her, working.

Check if I'm including text recognition: no, the shirt says "SHRUG" but according to the rules, exclude text recognition. So just describe as black shirt.

Make sure to mention spatial relationships: the other person is to the left.

Avoid stylistic analysis, just the motion.

Putting it all together concisely:

Two individuals sit at a table; the person in the black shirt with blonde hair and pink lipstick rolls dough on a wooden board, then uses a knife to cut. To their left, another person in a pink patterned top works on a separate task. The scene features a cluttered table with various tools and a mermaid-patterned backdrop. The camera maintains a static perspective.

Wait, check the rules. Background descriptions minimal unless essential. The mermaid backdrop might be essential for context, but the user says to keep it minimal. Maybe just mention "mermaid-patterned wallpaper" but maybe not necessary. The problem says "if relevant", so if it's not essential for motion understanding, maybe skip. However, in this case, the background is part of the setting but the main action is on the table. So maybe just mention "table cluttered with tools".

Wait, the user says "keep background descriptions minimal unless essential for understanding motion". So unless the background directly affects the motion, skip it. So perhaps just say "at a table with various items" without specifying the wallpaper.

Let me adjust: "Two individuals sit at a table; the person in the black shirt with blonde hair and pink lipstick rolls dough on a wooden board, then uses a knife to cut. To their left, another person in a pink patterned top works on a separate task. The table holds various tools and containers. The camera remains static."

Check if the chronological order is correct: first rolling, then cutting. Yes.

Also, the main subject's actions: "rolls dough" (assuming the small object on the board is dough), then uses a knife. The second person is working on their own task.

Check if "blonde hair and pink lipstick" is necessary. The rules say "briefly describe their appearance and number (color, size, orientation)". So color (black shirt, pink top), hair color (blonde), lipstick (pink). So that's good.

Also, "two individuals" as number. Correct.

Spatial relationship: "to their left" for the other person.

Camera: static. "Remains static" as per the rules.

Two people are actively manipulating solid objects: the person in the black shirt moves a small tool/item on the table (picking up, positioning, and placing down), while the person in pink remains engaged in table-based activity. Both exhibit deliberate hand/arm motion consistent with physical object interaction.

Background elements (curtain, basket, table surface) remain static with no fluid or environmental motion (fire, water, smoke, wind) detected. No uniform shifting of background indicates no ambient environmental influence.


In a kitchen, a standing blonde woman wearing a white top and denim shorts adjusts the leg of a seated dark-haired woman in a bikini top; the seated woman subsequently moves her leg upward. The camera tilts slightly downward, maintaining focus on their interaction.

Two discrete human subjects: one standing person moving their legs and upper body, and one seated person moving their hands and limbs. Motion is due to intentional physical actions (e.g., standing, sitting, limb movements).

Background elements (kitchen cabinets, floor, microwave) are stationary with no uniform shifting; no fire, water, smoke, or wind motion present.


A pair of hands manipulates a deck of playing cards on a dark surface, shuffling and rearranging the cards through various motions. The hands move the cards in different directions, occasionally lifting and placing them back down. The camera maintains a top-down perspective with slight movement, capturing the card handling against a minimal, dark background.

A hand is manipulating discrete dice objects on a striped surface, arranging them in a line. The dice are solid, distinct objects moved by physical contact (hand placement).

No significant ambient environmental motion (fire, water, smoke, wind) detected. The background elements (bed surface, striped fabric, and person) are static and show no uniform shifting or fluid dynamics.


A person steers a small sailboat with a white sail featuring an orange stripe and the number 12 across a flat open area, moving steadily from left to right. Distant vegetation and hills form the background. The camera maintains a steady pan to the right, tracking the vessel's progression.

A single sailboat is visible, moving across a flat surface. Its motion is driven by physical forces (sail catching wind), with distinct movement patterns observable as the boat adjusts position.

The background features a clear sky and distant trees that remain stationary; no fluid or wind-driven motion (fire, water, smoke) is present. Background elements do not shift uniformly, indicating no ambient environmental dominance.


A woman with long dark hair, wearing a black sports bra and black pants, performs mountain climbers on a sidewalk. She then stands, turns, and transitions to executing butt kicks while running in place. The camera remains static throughout the sequence.

The woman is a discrete solid object moving through locomotion (Mountain Climbers and Butt Kicks exercises), with clear bounding box tracking of her body motion.

No significant ambient environmental motion (fire, water, wind). Background elements (house, grass, sidewalk) are static and show no fluid or gaseous movement.


A woman with long blonde hair and a gray shirt handles a dark red flower, placing it into a glass vase containing purple orchids and green foliage. She adjusts the flower's position within the vase, then steps back slightly. The metallic background includes additional greenery, and the camera remains static in a frontal perspective.

A person is interacting with flowers and a vase on the counter; their hands and body show discrete movements while handling the flowers.

The background consists of stationary stainless steel walls and a countertop with no shifting or fluid motion (e.g., no fire, water, smoke, or wind).


Two men engage in arm wrestling at a table draped with blue cloth; one wears a black suit, the other is shirtless with a visible chest tattoo. They lean forward, gripping each other's hands, until the suited man overpowers the shirtless opponent, who releases his arm and steps back. The suited man walks away, prompting applause from the surrounding audience. The camera remains stationary with slight movement to track the action from a frontal perspective.

Discrete solid objects: the shirtless man (left), suited man (right), and woman in between move their hands/arms during a handshake or interaction at a table.

Background elements (yellow/blue walls, audience) show no uniform shifting or fluid environmental motion (e.g., no fire, water, smoke).


A woman with long hair, wearing a purple long-sleeve top over a pink crop top and black leggings, dances energetically in a room. She moves her arms in fluid motions—extending them outward, raising one arm, and gesturing expressively—while shifting her stance. The background features a plain wall and a bed with a wooden headboard to her right. The camera remains stationary, capturing her movements from a frontal perspective.

A woman is dancing, moving her arms and body in a rhythmic pattern. She is the only discrete solid object moving, and her motion is due to her own locomotion.

The background (wall, floor, and corner object) is static and shows no shifting or fluid motion. No environmental elements like fire, water, or smoke are present.


A hand stirs light brown, small Ethiopian coffee beans in a cast iron skillet using a metal whisk, moving the whisk back and forth to shift the beans. The camera maintains a close-up, top-down view of the skillet and hand throughout.

The hand holding the spoon and the coffee beans are moving. The beans are stirred by the spoon, causing collisions and movement.

The background (coffee beans in a pan) is not shifting uniformly; no fire, water, or smoke is visible. The motion is due to stirring, which is a discrete object action.


RAW CAPTION: Got it, let's break this down. The video shows a batting cage. First, there's a batter in a gray shirt and maroon shorts swinging a bat. He's on a green artificial turf. Behind the net, there's a catcher in red and a group of people watching—some standing, some sitting. The batter swings, then the ball goes out, and he runs towards the right. The camera is behind the net, so it's looking through the cage. Let's structure it chronologically: batter swings, ball hits (or is hit), he runs. Mention the people in the background but keep it minimal. Camera is fixed or maybe a slight movement? The description says "slight shake" maybe, but the video might not have that. Wait, the rules say conclude with camera perspective and movement. The video is filmed through a net, so camera is behind the net, maybe static. Let's check the frames: the batter swings, then after contact, he's running. The catcher is behind him. The onlookers are on the right side. So the main action is batter swings, hits ball (presumably), runs towards the right. Let's put it together concisely.

Make sure to follow the rules: chronological order, main subjects, appearance, spatial relationships, camera at the end.

Start with the batter: "A man in a gray shirt and maroon shorts stands in a batting cage, swinging a bat at a ball." Then "He makes contact, the ball flies out, and he runs toward the right side of the cage." Then the people: "Behind the net, a person in a red shirt stands near the catcher's area, while a group of onlookers, including several standing and sitting individuals, observe from the right." Wait, but the background descriptions should be minimal. So maybe "A batter in a gray shirt and maroon shorts swings at a ball, runs after hitting it, while spectators stand and sit behind the cage's net." But need to be chronological.

Let me check each step:

- Initial frame: batter is in position, bat up. Then he swings. Then after swing, the ball is hit (since it's a cage, the ball would go out). Then he runs toward the right. The onlookers are behind the net, on the right side.

So the paragraph:

"A man in a gray shirt and maroon shorts stands in a batting cage, swinging a bat; after making contact with the ball, he runs toward the right side of the cage. Several onlookers, including individuals in white and dark shirts, stand and sit behind the net, observing the action. The camera views the scene through the cage's net with minimal movement."

Wait, the rules say "keep background descriptions minimal unless essential for understanding motion". The onlookers are observing, which is part of the scene, but maybe just mention they are present. Let's see:

"A batter in a gray shirt and maroon shorts swings a bat inside a batting cage, makes contact with the ball, and runs rightward. Behind the net, a few spectators stand and sit, watching the action. The camera is positioned behind the net, providing a static view of the scene."

Wait, the video might have a slight movement? The frames show the camera might be a bit shaky. But the rules say "conclude with the camera perspective and movement". If the video is static, then "static view". Let's check the frames: the first frame is clear, then maybe slight shake. But the problem says "DO NOT output your reasoning", so just describe what's seen.

Wait the output format is the caption. Let's make it concise. Let's structure:

Subject actions in order: batter's action (swing, run), then people watching.

So:

"A man in a gray shirt and maroon shorts swings a bat, hits a ball, and runs toward the right within an enclosed batting cage. Spectators stand and sit behind the cage's net, observing. The camera views the scene through the net with slight movement."

But need to check all rules. Rule e: minimal background unless essential. The cage is essential (it's the setting), so "enclosed batting cage" is okay. Spectators are part of the scene but minimal.

Let me check the example: the problem says "briefly describe their appearance and number (color, size, orientation)". So for the batter: "gray shirt, maroon shorts". For spectators: "several in white and dark shirts". But "several" is number, "color" is white, dark.

Wait the rules say "appearance and number (color, size, orientation)". So for the batter: "a man in a gray shirt and maroon shorts (medium size, standing)".

For spectators: "several onlookers in white and dark shirts (standing/sitting)".

So putting

The batter swings the bat, the pitcher throws the ball, and the baseball is hit and moves through the air.

The blue wall and ground are static; no shifting of background elements observed. No fluid or environmental motion (fire, water, wind) is dominant.


A group of about seven people in casual clothing (shorts and t-shirts) sit in a circle on a gravel-covered ground. Initially seated, they gradually shift positions, with some individuals standing and moving within the circle while others remain seated. The camera maintains a close, slightly shaky perspective as it pans slightly to follow the group's movements.

Multiple solid objects (people) moving: one person on the right falls backward and recovers, while others shift positions (sitting/standing) with visible locomotion and collisions (e.g., feet moving).

No shifting background (wall and carpet remain consistent throughout frames). No fluid/environmental motion (fire, water, smoke, wind) observed.


A person in a blue and white shirt sits in the foreground with their hand near their face. A second person in a white shirt and black vest enters from the right, walks behind the first person, ascends stairs, and exits the frame. The first person adjusts their hand position. The camera remains static.

Two discrete solid objects (people) move: a person in the background walks across the scene (left to right, reappearing), and a person in the foreground makes small hand gestures (touching face, raising hands).

The background (shelf, hanging lights, staircase) remains static with no shifting or environmental effects (fire, water, wind). No fluid or atmospheric motion is present.


A man wearing a dark gray hoodie plucks the strings of a vertical wooden harp with his right hand while holding the instrument’s frame with his left hand. He stands in front of a wooden bench with colorful horizontal stripes, with a red cloth and wires visible to his left. The camera remains stationary throughout the sequence.

A person's hands move to pluck harp strings—discrete solid objects interacting via physical forces (muscle-driven motion).

Background features (striped wall, floor objects) remain static with no fluid/environmental motion (fire, water, smoke, or wind) visible. No uniform background shift indicates camera instability.


The video opens with a black screen, then transitions to a man in a dark shirt seated before a wooden cabinet, playing a bouzouki with his left hand on the fretboard and right hand strumming. The camera remains stationary, capturing his hands' motion against the cabinet background.

The person's hands are moving discretely while playing a string instrument, exhibiting physical motion from manual manipulation of the instrument.

Background elements (wooden cabinets, shelves, and items) are stable with no uniform shifting or fluid/environmental motion (fire, water, smoke, wind) detected.


A wooden bowl filled with green lettuce, red tomato slices, and white shredded ingredients is viewed from above, with two metal forks resting on the salad. The scene transitions to a top-down view of a white plate holding the salad with halved hard-boiled eggs, placed on a wooden cutting board; a small white dish containing yellow oil and a spoon sits to the right of the plate. The video then cuts to a solid red screen.

Discrete solid objects: hands mixing salad in a wooden bowl, and hands presenting a plated salad with eggs and dressing.

Static blue wooden surface background with no shifting or fluid/environmental motion (fire, water, smoke, wind).


RAW CAPTION: Okay, let's see. The user wants me to generate a concise chronological paragraph describing the video. The rules are specific, so I need to make sure I follow them all.

First, the main subjects. The video shows a person's face, focusing on the eye area. There's a gloved hand doing some procedure. The gloves are blue. The person has their eyes closed. The camera is close-up, so it's a tight shot on the face.

Starting from the first frame: the video begins with a close-up of a person's face, eyes closed. Then, a blue-gloved hand comes into frame. The hand is holding a tool, maybe for eyelash or brow work. The text on the screen says "ULTIMATE LASH & BROW (619) 300-4429", but according to rule f, I shouldn't include text recognition. So I have to ignore that.

Next, the hand moves towards the eye area. The person is probably getting a lash or brow treatment. The gloved hand is manipulating something near the eyebrow or eyelid. The movement is from the hand approaching the eye, then adjusting or applying product.

I need to mention the appearance: blue gloves, the hand is doing precise movements. The spatial relationship: the hand is in front of the person's face, maybe to the left side of the frame. The person's face is in close-up, so the camera is very close to the eye.

Background is minimal, so I shouldn't describe it much. The camera perspective is close-up, maybe slightly shaky? The rules say to mention camera movement. The original video might have a slight shake or pan, but the description here is from the provided frames. Since it's a close-up, the camera might be stationary but focused on the action.

Rule d says to conclude with camera perspective and movement. So the caption should end with "The camera maintains a steady close-up shot throughout."

Wait, in the example output, the user mentioned "The camera maintains a steady close-up shot." So I need to check if there's any movement. The frames provided are close-up, and the action is happening in front of the camera. The movement is the hand moving, not the camera.

So the steps: start with the person's face, eyes closed. Then the gloved hand enters, moves towards the eye, adjusts or applies product. Then maybe the hand is still working on the area. The background is minimal, so not much to mention. The camera is close-up, steady.

Putting it all together: "A close-up view shows a person with eyes closed, as a blue-gloved hand approaches their right eye. The hand, holding a small tool, carefully manipulates the eyelash or eyebrow area with precise movements. The camera remains stationary, focusing closely on the hand’s actions against the person’s face."

Wait, but rule a says chronological order. So first frame: face with closed eyes. Then the hand comes in, moves to the eye. The sequence is: person's face, then hand approaching and working on the eye.

Also, need to mention the number of subjects: one person, one gloved hand.

Check for spatial relationships: hand is in front of the face, maybe to the left.

Appearance of hand: blue gloves, holding a tool.

Mentioning the tool is okay since it's part of the behavior.

Avoid text recognition. So skip the phone number and business name.

The final sentence should be camera perspective. So "The camera maintains a steady close-up shot throughout."

Wait, in the example, the user's instruction says to conclude with camera perspective and movement. So the last part of the caption should be that.

Let me check the rules again:

d) Conclude with the camera perspective and movement (e.g., top-down, pan left, slight shake).

So the caption should end with how the camera is positioned and if it moves.

In the provided frames, the camera seems to stay fixed on the action, so "maintains a steady close-up shot."

Now, putting it all together:

"A person with closed eyes is shown in close-up as a blue-gloved hand approaches and carefully adjusts the eyelash or eyebrow area using a small tool. The hand moves methodically over the eye region while the camera remains stationary, providing a tight focus on the procedure."

Wait, "methodically" might be okay, but maybe more precise. Since the user says "motion and behavior in chronological order," so the hand approaches, then manipulates.

Let me check the sample output from the user's example:

The user's example is not given, but according to the rules, they want a concise paragraph.

Wait, in the provided problem statement, the user says "DO NOT output your reasoning in the caption tags."

So the output must be exactly in the format:

<caption_output>YOUR FINAL

A gloved hand is moving in a controlled manner to perform a procedure on the eyebrow (discrete object motion).

No shifting background or fluid/environmental motion (fire, water, wind) detected. Background elements appear static.


A person in a maroon shirt holds a blue inhaler to their mouth, inhaling while seated. They then lower the inhaler slightly, rotating it to display the device. The individual maintains a forward-facing orientation throughout, with the background remaining plain and unobtrusive. The camera remains static, capturing the sequence from a frontal perspective without movement.

A woman is moving her hand and head while drinking from a cup and holding it up; her movements are discrete solid-object actions.

The background wall is static and unchanging; no shifting backgrounds or fluid/environmental motions (fire, water, smoke, wind) are present.


A person wearing a blue jacket and jeans operates a snow blower, moving steadily across a snow-covered area. The individual pushes the machine forward, clearing snow in a path from the left side of the frame toward the right, passing by residential buildings in the background. The camera follows the person’s motion with a slight pan to the right, maintaining a ground-level perspective throughout.

A person operating a snow blower is moving across the snow-covered area, displacing snow through physical locomotion of the machine.

Background elements (buildings, snow-covered ground, trees) remain stable with no uniform shifting; no fire, water, smoke, or wind-dominated motion observed.


RAW CAPTION: Okay, let's see. I need to generate a concise chronological paragraph describing the video based on the provided frames. The user is an expert video captioner, so I have to follow specific rules.

First, the rules say to focus on motion and behavior of main subjects in chronological order. The main subjects here are the person's hands, the ingredients (apples, sugar, pie), and the kitchen setup.

Looking at the video frames:

- Frame 0 shows a wooden cutting board, a plate of sliced apples, and a pie on a stovetop with cooked apples in a pan.
- Frame 1: The hand enters the frame, moving towards the pan.
- Frame 2: The hand adds sugar to the pan of apples. The text "Faire revenir les prunes dans 50g de sucre" appears, but I'm supposed to exclude text recognition, so ignore that.
- Frame 3: The hand stirs the apples with a wooden spoon.
- Frame 4: The hand moves the spoon away, then maybe adjusts the pan or adds more sugar? Wait, in frame 4, the hand is adding more sugar to the pan.

Wait, the sequence is: in frame 0, the setup. Then frame 1, the hand comes in. Frame 2, adding sugar. Frame 3, stirring. Frame 4, the hand is adding more sugar. Wait, but the user's example shows frame 4 as the hand adding sugar again. Let me check the timestamps.

Wait, the frames are [0.0], [1.4], [2.5], [3.6], [4.7]. So each step is sequential. Let's list the actions:

0.0: Initial setup (cutting board, plate of apples, pie, pan with apples)

1.4: Hand appears, places a wooden spoon on the board.

2.5: Hand moves to the pan, adds sugar to the apples.

3.6: Hand stirs the apples with the spoon.

4.7: Hand adds more sugar to the pan.

Wait, in the user's description, it says:

At [1.4], "a hand enters, places wooden spoon on board."

At [2.5], "hand adds sugar to pan of apples."

At [3.6], "hand stirs apples with spoon."

At [4.7], "hand adds more sugar."

Wait, but the example output provided by the user might have the exact steps. Wait, looking at the initial problem statement, the user has provided the video frames with timestamps. Let me re-examine:

The frames are:

[0.0] shows the setup: cutting board, plate of apples, pie, pan with cooked apples.

[1.4] a hand enters, placing a wooden spoon on the cutting board.

[2.5] the hand moves to the pan, adds sugar to the apples.

[3.6] the hand stirs the apples.

[4.7] the hand adds more sugar.

Wait, the problem says:

<0.3 seconds> [initial setup]

<1.4 seconds> [hand places spoon]

<2.5 seconds> [hand adds sugar]

<3.6 seconds> [hand stirs]

<4.7 seconds> [hand adds more sugar]

Wait, but in the description given by the user, the frames are:

Frame 0: all items are there.

Frame 1 (1.4s): hand enters, places spoon on board.

Frame 2 (2.5s): hand adds sugar to the pan.

Frame 3 (3.6s): hand stirs the pan.

Frame 4 (4.7s): hand adds more sugar.

So the chronological steps are:

1. Setup with ingredients.

2. Hand places spoon.

3. Hand adds sugar.

4. Hand stirs.

5. Hand adds more sugar.

Wait, but the video's action steps: the hand adds sugar, then stirs, then adds more sugar?

Wait, looking at the user's problem statement:

The frames are labeled as:

<0.3 seconds> [initial setup]

<1.4 seconds> [hand appears, places spoon]

<2.5 seconds> [hand adds sugar]

<3.6 seconds> [hand stirs]

<4.7 seconds> [hand adds more sugar]

Yes, so the sequence is:

- At the start, setup.

- Then, hand places spoon.

- Then, adds sugar.

- Then, stirs.

- Then, adds more sugar.

So the chronological order of actions is: placing spoon, adding sugar, stirring, adding sugar again.

But the task is to describe in chronological order. So the caption should start with the initial setup, then the hand's actions.

Wait, the rules say

A hand is interacting with discrete objects: adding mushrooms to a pan, stirring the pan's contents (vegetables), and handling the plate of potatoes. These actions involve solid objects moving due to explicit physical forces (e.g., hand movement, stirring).

Background elements (wooden cutting board, stove surface, and static objects like the pie and potato plate) show no uniform shifting or fluid motion. No fire, water, or smoke is present.


RAW CAPTION: Got it, let's break this down. First, the video starts with three people. The first person is in a green shirt and white shorts, on the left. Then there's someone in an orange shirt and white shorts, middle. Then red shirt, white shorts, on the right. All sitting on steps, maybe? They're clapping or holding something. Wait, they're holding what looks like drumsticks. Let's check the actions.

In the first frame, the green shirt person is on the left, moving their hands. The orange shirt is in the middle, same. Red shirt on the right. Then the next frames: the orange shirt person is holding two drumsticks up, maybe playing. Red shirt also holding two. Then the scene shifts to a close-up of the yellow shirt person. Wait, the fifth frame shows a yellow shirt, green sleeves, white shorts, with drumsticks. So the main subjects are these three (initially) then a fourth? Wait, no. Wait the first four frames: 0 to 4.0 seconds, three people. Then frame 5 is a close-up of a different person? Wait, no. Wait the user provided a series of frames. Let's parse each frame:

Frame 0: three people: green (left), orange (middle), red (right), all on steps, holding drumsticks.

Frame 1: same positions, maybe moving hands.

Frame 2: orange person holding two drumsticks up, red person same.

Frame 3: green person still left, orange still middle, red still right.

Frame 4: close-up of a yellow shirt person. Wait, the description says frame 4.5 is a close-up of a yellow shirt. Wait, the user's input has frames 0 to 5 (maybe 0.0 to 5.0 seconds). Let's check the description:

[0.0] three people: green, orange, red.

[1.4] same.

[2.5] orange and red holding up drumsticks.

[3.6] then frame 4.5 is close-up of yellow.

Wait, the problem says: "consecutive frames: <0.3>, <1.4>, <2.5>, <3.6>, <4.7>" but in the user's input, it's shown as:

<0.3 seconds> ... <4.7 seconds> which is a close-up of a yellow shirt person.

So the sequence: initially, three people (green, orange, red) sitting on steps. They are each holding drumsticks and moving them. Then the camera cuts to a close-up of a fourth person in a yellow shirt. Wait, but the rules say focus on main subjects. So first, three people: left (green shirt, white shorts), middle (orange shirt, white shorts), right (red shirt, white shorts), all seated on a diagonal step structure. They are moving drumsticks rhythmically. Then the camera shifts to a close-up of a person in a yellow shirt with green sleeves, white shorts, also holding drumsticks.

Now, chronological order: first, three people performing on steps, then a close-up of another person.

Appearance: green shirt (left), orange (middle), red (right) all in white shorts. Then yellow shirt (green sleeves) in close-up.

Spatial relationships: initial scene, left, middle, right positions. Then the camera moves to a close-up of the yellow-shirted person.

Background: minimal, plain brown wall. Steps are diagonal.

Camera movement: starts with wide shot, then cuts to close-up.

Now, following the rules: focus on motion and behavior chronologically. First, three people (green, orange, red) seated on steps, each holding drumsticks and moving them rhythmically. Then camera transitions to a close-up of a person in a yellow shirt with green sleeves, white shorts, also holding drumsticks.

Wait, the fifth frame (4.7 seconds) is the close-up of yellow. So the timeline: 0-4 seconds: three people in different colored shirts on steps, drumming. Then at 4.7 seconds, close-up of yellow-shirted person.

Now, write a concise paragraph:

Three individuals are seated on diagonal steps: a person in green shirt and white shorts on the left, an individual in orange shirt and white shorts in the center, and another in red shirt and white shorts on the right. All three move drumsticks rhythmically. The camera then shifts to a close-up of a fourth person wearing a yellow shirt with green sleeves and white shorts, also holding drumsticks. The background is a plain brown wall, with minimal description. Camera perspective transitions from wide shot to close-up.

Wait, need to check if it's three or four. Wait the first four frames (0.3 to

Three people (one in yellow, one in orange, one in red) are moving: they swing objects (likely bats or sticks) and perform coordinated motions. Their movements are discrete and driven by physical actions.

Background is a solid gray wall with no shifting or environmental elements (e.g., fire, water, wind). No fluid motion observed.


A person wearing a dark jacket holds a dark blue acoustic guitar. The right hand strums the strings rhythmically while the left hand presses frets along the neck, moving upward to adjust finger positions. The left hand shifts across the fretboard as the right hand continues strumming. The background features a blurred table surface and a blue object. The camera remains static with a top-down perspective throughout.

Discrete solid objects: hands moving on guitar fretboard and strings; guitar body is held stationary. Motion is localized to hands performing precise locomotion (fingering chords) with no background blur or uniform shift.

The background (wooden slats and blue surface) remains static with no shifting or environmental fluid motion (fire, water, smoke, wind). No dominant ambient environmental phenomena detected.


A child in a green uniform with a white helmet and red shoes runs with a football past orange cones on a grassy field. Another child in similar attire follows. A group of children in green uniforms, some holding purple shields, then sprint across the field in a line, passing the cones. The camera pans to follow the group’s movement.

Multiple football players are moving: one player runs towards the camera and kicks a ball, others position themselves in formation. Discrete solid objects (players, ball) exhibit locomotion due to physical forces (running, kicking).

Background elements (trees, fence, grass) show no significant shifting or fluid motion; no fire, water, or smoke present. Static environment with consistent ground and foliage.


A man in a white t-shirt and blue jeans bends over a table, picks up an object, stands, and walks right across the room past a wooden dresser and framed picture on the wall, continuing toward the camera. The camera remains static with a slight shake.

A person (discrete solid object) is moving: bending over a cardboard box, standing upright, and walking across the room while holding the box. The box is handled and transported via locomotion.

The background walls, door, and furniture show no uniform shifting or fluid motion (fire, water, smoke, wind). Static elements remain fixed throughout the sequence.


A man in a light shirt and tie stands to the left of a seated woman wearing a blue shirt, extending his right hand to shake her hand. The woman reaches out to grasp his hand, completing the handshake. They are positioned at a desk, with a clothing rack visible in the background. The camera remains static throughout, capturing the interaction from a medium angle.

Discrete solid objects: two people (a man and a seated woman) are shaking hands; their hands move downward and upward due to explicit physical contact.

The background consists of static office elements (wall, door, clothes rack) with no shifting or environmental motion (no fire, water, smoke, or wind observed).


tags.  So:  <caption_output>A woman in a pink top, dark leggings, and pink shoes jogs in place on a wooden deck with railings, moving her legs and arms rhythmically against green foliage. The scene transitions to a logo on a white background.

A single person (woman) is jogging in place, exhibiting distinct locomotion with leg movements and arm swings. Her motion is solid, trackable via bounding box, and driven by explicit physical forces (muscular exertion).

The background consists of static trees and a wooden deck structure with no shifting elements or fluid motion (fire, water, smoke, or wind). Trees show no visible swaying, and background elements remain uniformly stable.


A person in a dark jacket and gray pants descends a steep icy waterfall, moving from the top toward the bottom with their back to the camera. The individual navigates the frozen slope between rocky cliffs, maintaining a steady pace. The camera remains fixed in a top-down perspective throughout the sequence.

A person is climbing upward along a snowy slope, exhibiting clear locomotion through their own physical effort.

The background consists of a snow-covered slope and static elements like trees and vegetation, which show no uniform shifting or fluid motion (e.g., water flow, smoke).


RAW CAPTION: Okay, let's tackle this video captioning task. First, I need to understand the user's requirements. They want a concise, chronological paragraph describing the video, following specific rules.

The video shows a sandwich-making process. Let me check the frames. The first frame has two people in a kitchen, maybe a sandwich shop. The second frame is a close-up of hands assembling a sandwich with lettuce and meat. Third frame shows someone in an apron working at a counter. Fourth frame has more people working, one in a black shirt and white apron. The background has a checkered wall and food displays.

Rules: Focus on motion and behavior in order. Mention appearance briefly. Spatial relationships if relevant. Conclude with camera perspective. Exclude text and named characters.

So, start with the first scene: two people in the kitchen. The main subject here is the sandwich pro making the sandwich. Need to describe their actions chronologically. First, the person is preparing ingredients, then assembling. Close-up on hands. Then, others working in the background. Camera moves from a medium shot to close-up, then back to medium shot.

Wait, the video starts with a medium shot of two people, then a close-up of hands, then another medium shot with more people. So the order is: two people working, close-up of sandwich assembly, then another angle showing multiple people. The camera shifts between shots.

Make sure not to mention the text "SANDWICH PRO" or any specific details like the logo. Just describe the actions. Also, mention spatial relationships: one person is to the left, another working in front.

Check the rules again: minimal background. The background has counters and maybe a checkered wall, but keep it brief. Conclude with camera movement: starts with a medium shot, then close-up, then medium shot again. Maybe a pan left or slight zoom? Wait, the video transitions from a wider shot to a close-up, then back. So camera moves from medium to close-up, then to another medium shot.

Putting it all together: Start with two people in the kitchen, one placing ingredients. Close-up on hands assembling. Then, another person in the background working. Camera shifts between these perspectives. Need to be concise and chronological.

Avoid mentioning the text on screen. Just describe the actions. The main subjects are the workers, their actions (preparing, assembling), their appearance (black hats, white aprons), spatial positions (one in front, others nearby). Camera movements: starts with a medium shot, then close-up, then another medium shot.

Let me draft a sentence: "In a sandwich shop kitchen, two individuals in black shirts and white aprons prepare ingredients at a counter; one places lettuce and meat between bread slices while another works behind the counter, with the camera shifting from a medium shot of their coordinated efforts to a close-up of gloved hands assembling the sandwich, then returning to a wider view of the workspace."

Wait, check the rules: concise, chronological. Make sure each action is in order. The first frame shows two people, then a close-up of the hands, then another shot with more people. So the sequence is: first scene with two people, then close-up, then another medium shot. The camera perspective changes from medium to close-up to medium.

Also, need to mention the number of people: two people initially, then more in the background. But since it's a chronological paragraph, describe each step in order.

Check for prohibited elements: no text recognition, so don't mention "SANDWICH PRO" or the news channel. The user said exclude text recognition, named characters, so just describe the actions without any text.

Let me try again:

Two people in black shirts and white aprons work at a counter in a sandwich shop kitchen. One person, positioned in front, places ingredients onto bread while another prepares items nearby. The camera zooms in to show gloved hands assembling the sandwich with lettuce and meat, then pulls back to reveal multiple workers collaborating at the counter.

Wait, "zooms in" is okay for camera movement. The first frame is medium shot, then close-up (zoom in), then medium again. So "zooms in" and "pulls back" as camera movements.

But need to mention spatial relationships. The person placing ingredients is in front, others to the side or behind.

Another attempt: In a sandwich shop kitchen, two individuals in black shirts and white aprons prepare food; one stands in front of a counter, placing lettuce and meat between slices of bread while another worker operates behind a display case. The camera shifts to a close-up of gloved hands assembling the sandwich, then returns to a medium shot showing multiple workers collaborating at the counter.

Check rules: chronological. First scene: two people working, then close-up, then back to wider view. Spatial relationships: one in front,

Workers moving at the counter (e.g., slicing, assembling) and hands manipulating the sandwich. The motion is due to explicit physical actions (cutting, reaching, walking).

No shifting backgrounds or fluid/environmental motion (fire, water, wind) observed. Background elements (counter, walls) remain static in each shot.