RAW CAPTION: Got it, let's tackle this. First, I need to describe the video chronologically. The video starts with two men near a pool table. One is in an orange shirt and black shorts, the other in a beige shirt and blue shorts. They move from the pool table towards a garage door. Then they start running, maybe playfully? Wait, the sequence: first, they're near the table, then the orange-shirted guy moves, they interact, then run towards the door. Wait, the frames: [0.0] they're by the table, [0.3] they start moving, [1.4] they're closer together, [2.5] they're near the garage door, [3.6] they're running, [4.7] they're moving past the door. So chronological order: two men (orange shirt/black shorts and beige shirt/blue shorts) initially near pool table, then move towards garage door, then run past it. The background has a garage with shelves, but minimal. Camera seems steady, maybe slight shake? Let's check the rules. Need to focus on motion, appearance, spatial relations, camera.

So: Two men, one in orange shirt and black shorts, the other in beige shirt and blue shorts, begin near a pool table. They move toward the garage door, then run past it. The camera remains relatively steady with slight movement. Wait, the output must be a paragraph. Let's structure: In a garage with a pool table, two men (orange shirt/black shorts, beige shirt/blue shorts) start near the table, move toward the garage door, then run past it. Camera is steady with slight shake.

Wait, the rules say "chronological paragraph". So start with initial position, then their movements. Let's check each frame: [0.0] they're at the pool table, [0.3] the orange shirt guy steps away, [1.4] they move together, [2.5] closer to door, [3.6] running, [4.7] moving past the door. So the sequence is: two men (describe) near pool table; then they move toward garage door; then they run past the door.

Also, spatial relations: the pool table is in front of them initially, then they move past the door.

Camera: the video has a slight shake, but the output should mention camera perspective and movement. The video is likely shot at eye level, maybe handheld, so slight shake.

Now, draft:

In a garage, two men— one in an orange shirt and black shorts, the other in a beige shirt and blue shorts—begin near a pool table. They move together toward the garage door, then run past it, with the camera remaining steady and slightly shaky.

Wait, check if "steady and slightly shaky" is right. The video might have a slight shake, so the camera movement is slight shake.

Also, keep it concise. Let's check the rules: "concise, chronological paragraph". So:

Two men (orange shirt/black shorts, beige shirt/blue shorts) start near a pool table, move toward a garage door, then run past it. The camera is steady with slight shake.

Wait, but need to be more descriptive. Maybe:

Two individuals—one wearing an orange shirt and black shorts, the other a beige shirt and blue shorts—begin near a pool table. They walk toward the garage door, then run past it. The camera remains relatively steady with minor movement.

Wait, the video frames show them moving from the pool table to the door, then running. Let's check the exact movement. In frame 0: both near table. Frame 1: orange shirt moves, beige shirt turns. Frame 2: moving toward door. Frame 3: closer to door. Frame 4: running. Frame 5: moving past door. So it's a sequence of moving from the table to the door and running.

So the caption should be:

Two men, one in an orange shirt and black shorts, the other in a beige shirt and blue shorts, start near a pool table. They move toward the garage door, then run past it. The camera remains steady with slight shake.

That's concise, chronological, mentions appearance, motion, spatial (near pool table, toward door, past door), camera movement. Background is minimal (garage), so no need to detail unless essential. The garage door is part of the spatial relation, but maybe just "garage door" as the structure they move toward.

Wait, the problem says "minimal background descriptions unless essential". The garage is the setting, but the main action is the men moving. So "in a garage" might be necessary. Wait, the first frame shows a garage with a pool table, so "In a garage with a pool table" could be

Two individuals (wearing orange and beige shirts) exhibit discrete motion through handshakes, walking, and body interactions; their movements are attributable to locomotion and explicit physical contact.

Static background elements (garage door, shelves) show no uniform shifting or fluid motion (fire, water, smoke, wind) dominating the scene.


tags.  Final caption:  <caption_output>A hand positions a black-handled portafilter into an espresso machine, triggering dark liquid to dispense into a metallic cup beneath it. The hand then withdraws as the machine continues brewing, with a white carton and yellow cloth visible to the left. The camera maintains a close-up perspective, slightly moving to follow the machine's operation.

The hand (a discrete human object) moves the portafilter (a solid object) in the foreground. The hand is seen adjusting and placing the portafilter, then the portafilter remains stationary.

The background includes a countertop, a bottle, and a cloth which are stationary. There is no fire, water, smoke, or wind motion. The background does not shift uniformly.


A person in a light blue shirt, beige pants, and white gloves walks along a textured white wall while holding a pressure washer hose with a yellow nozzle, spraying water along the wall's base. The camera follows the person from behind as they move leftward, revealing stone accents at the wall's lower section and coiled hoses on the ground. The camera maintains a steady follow shot, slightly panning left to track the person's motion along the wall.

A person (discrete solid object) moves along the wall, holding a pressure washer nozzle. The person’s locomotion and the nozzle’s movement are tracked as distinct solid-object actions, with no other discrete objects exhibiting significant motion.

The wall and ground remain static throughout the frames, with no fluid or gaseous motion (e.g., fire, water, smoke) dominating the scene. The only environmental interaction is minor water spray from the pressure washer, which does not constitute primary ambient motion.


A Mahjong game displayed on a purple screen with arranged tiles. Two dark hands enter the frame; the left hand moves toward the screen, touching tiles, followed by the right hand. The hands manipulate tiles, adjusting their positions. The camera maintains a top-down perspective with minimal movement, focusing on the screen against a dark background.

A hand manipulates discrete game tiles (e.g., Scrabble-like pieces) on a purple board, moving them due to physical contact.

The background is a static dark surface; no shifting backgrounds or fluid/environmental motion (fire, water, wind) observed.


A hand holds a black adjustable wrench above a weathered wooden plank positioned on a black work surface with red accents, then maneuvers the wrench to display its open jaw before placing it beside a small wooden block on the surface. The camera maintains a close-up perspective, tracking the hand's movement and the wrench's positioning throughout.

A hand holding a hacksaw tool moves across a wooden plank, demonstrating explicit physical motion (cutting action). The tool and hand are distinct solid objects interacting with the plank.

The background (grass, workbench, wooden block) remains static with no shifting elements or fluid/environmental motion (fire, water, wind) observed. Background elements are stable and not uniformly displaced.


A person's left hand, wearing a wristwatch and a dark sleeve, turns a metallic door handle, then pulls it to open the door. Simultaneously, an inset security camera view in the bottom right corner displays the same action from a different angle. The main camera maintains a close-up, static perspective on the hand and door handle throughout.

Hands manipulating the door handle and opening the door are discrete solid objects in motion due to physical interaction.

The static background elements (wooden door, wall) show no uniform shifting or fluid motion. No fire, water, or smoke is visible.


A blonde-haired individual in a white top with red stripes and dark shorts begins a javelin throw by extending arms horizontally, rotates their torso, leans forward with the javelin, and releases it. The background features a track and blurred stadium seating. The camera remains steady, capturing the sequence from a side angle.

A javelin thrower (athlete) and the javelin are the discrete objects. The athlete exhibits locomotion (running) and projectile motion (throwing the javelin) due to physical forces applied by their body.

The background consists of a stadium structure with static elements (seats, ground markings) showing no fluid motion, wind effects, or uniform shifting indicative of ambient environmental forces.


RAW CAPTION: Got it, let's break this down. The video is a dice stacking tutorial. First, the title is on screen, but I need to ignore text recognition. The main action is the hand moving dice. Let's see the frames:

Frame 0: Hand with dice, title. But focus on motion. Frame 1: Hand moves a red dice tower? Wait, no. The video starts with text, then the hand is moving dice. Let's look at the description:

In the video, the person's hand is placing red and green dice. The dice are small, cube-shaped, red with white dots, green with white dots. The hand moves them on a table. The sequence: the hand places a red dice tower (but maybe stacks), then moves a green dice stack, then another red, then positions the green in the middle. Then the hand moves a green dice to the right, then places it on top of the existing stack? Wait, the timestamps:

Frame 0: Text "Dice Stacking Tutorial..." but the main action is the hand moving. The video shows the hand manipulating dice. Let's list the steps:

- A hand places red dice (stacked) on the table. Then another green stack. Then the hand moves a green dice to the center, then adjusts, then moves red dice. Wait, the video shows the person building stacks. The hand is moving dice, stacking them. The dice are small, red and green, cube-shaped. The background is a plain table, dark surroundings.

Chronological order:

1. Hand appears, moves a red dice (stack) to the left side of the table.
2. Then places a green dice stack in the center.
3. Then moves a green dice to the right, then places it on top of the green stack.
4. Then adjusts the green stack, and moves another green dice to the center area.
5. The hand positions the dice to form stacks.

Wait, looking at the provided frames:

[0.0] shows hand on table with text.

[0.3] hand moves to place red dice stack on left.

[1.0] hand moves green dice stack to center.

[2.0] hand moves red dice stack to right.

[3.0] hand moves green dice to center (maybe adjusting).

[4.0] hand moves green dice to right, then places it on top of existing green stack?

[5.0] hand moves green dice to center.

Wait, the video's description says:

"the hand places a red dice tower on the left, then a green tower in the center, then moves a green die to the right, then the hand places a green die on top of the green tower, and then moves another green die to the center."

Wait, need to check the frames:

The first frame (0.0) has text. Then frame 1 (0.3s): hand moves a red dice (stacked) to the left. Frame 2 (1.0s): hand places green dice stack in the middle. Frame 3 (2.0s): hand moves red dice stack to the right. Frame 4 (3.0s): hand moves a green die to the center, then frame 5 (4.0s): hand moves another green die to the right, then places it on top of the green stack. Frame 6 (5.0s): hand moves the green stack to adjust.

But the rules: focus on motion, chronological, main subjects (hand and dice).

Dice: red and green, small cubes, 1-6 dots. Number: multiple red and green dice.

Spatial relationships: red dice stacks on left and right, green in center.

Camera: top-down view, no movement (stable).

Background: plain surface, dark surroundings (minimal).

So the caption should be:

A hand manipulates small red and green dice on a table, placing a red die stack on the left, then a green die stack in the center. The hand moves a green die to the right, then positions it atop the green stack, followed by adjusting another green die in the center. The camera maintains a top-down perspective with no movement.

Wait, need to check the exact sequence from the video:

From the provided frames:

[0.0] shows text, hand is on table.

[0.3] hand moves (from right to left) to place a red die stack on the left (left side of table).

[1.0] hand moves green die stack to center (from right, placing in center).

[2.0] hand moves red die stack to right side.

[3.0] hand moves green die from center to right.

[4.0] hand moves green die to center again.

Wait, maybe the sequence is:

1. Hand places red dice stack on left

A person's hands move multiple dice (solid, distinct objects) in a controlled stacking motion across the table. Dice are manipulated via explicit physical forces (hand placement/stacking).

Background elements (table, wall) are static with no shifting or environmental motion. No fire, water, smoke, or wind present.


A person in a light-colored shirt and shorts stands on a blue yoga mat in a grassy backyard, raising both arms overhead before bending forward to place hands on the mat. The camera remains stationary throughout, capturing the motion from a frontal perspective.

A person is performing yoga-like movements (arm raises, bends, torso shifts), exhibiting discrete solid-body motion due to intentional physical exertion.

Background elements (wooden fence, house, trees) show no uniform shifting; no fire, water, smoke, or wind-blown motion observed. Trees remain stationary, indicating no significant ambient environmental motion.


A woman in a tan coat and blue jeans holds the hand of a child in a bright pink snowsuit as they skate forward on an indoor rink; other skaters are visible in the background, and the camera follows them from behind with slight movement.

Discrete solid objects (people) are moving: a woman and child in the foreground dancing, and other individuals in the background also dancing.

No fire, water, smoke, or wind present. Background elements (walls, windows, trees) remain stationary and show no uniform shifting.


The video opens with a clear plastic bottle with an orange cap lying horizontally on a brown cardboard sheet placed on carpeted flooring, positioned to the right of a gray tool. A black-sleeved hand enters the frame from the right, pushing the bottle leftward across the cardboard, causing it to roll toward the tool. The camera remains fixed in a top-down view throughout, capturing the movement without any panning or shifting.

A black limb (likely a hand) moves across the frame, physically interacting with a plastic bottle and cardboard sheet, causing the bottle to roll and shift position.

Static background elements (blue wall, white baseboard, carpet) show no uniform shifting; no fire, water, smoke, or wind motion present.


A yellow wheeled vehicle with a tall red sail begins stationary on a sandy beach, then moves forward across the sand toward the right. A person sits at the front of the vehicle, steering as it glides. The vehicle maintains a consistent direction, passing in front of distant buildings and sparse beachgoers. The camera follows the vehicle’s motion with a steady pan to the right.

A yellow vehicle with a red sail is moving from left to right across the beach due to wind force.

Background elements (buildings, sand, sky) are static with no significant fluid motion (water, smoke, wind visible as dominant motion). The wind is causing the vehicle to move but is not the dominant motion observed.


RAW CAPTION: Got it, let's tackle this captioning task. First, I need to watch the video and note the main elements. The subject is a person playing a trombone. Let's break down the steps.

Start with the main subject: a person wearing a black shirt, playing a trombone. The video shows them in a room with a door and curtains in the background. Now, the chronological order: the person is holding the trombone, moving the slide (since trombones have a slide mechanism). The actions: they're blowing into the mouthpiece, moving the slide back and forth, which is typical for playing.

Appearance: the person is in a black shirt, the trombone is brass (shiny metal). Spatial relationship: the person is standing, the trombone extends to the right. Background has a door on the left, curtains to the right, but keep it minimal.

Camera perspective: it looks like a static shot, maybe slightly shaky. The video is low-quality, but the camera doesn't move much. So the camera is fixed, maybe a slight shake.

Now, structure the caption. Start with the main action: a person in a black shirt plays a trombone. Describe the motion: moving the slide back and forth while blowing into the mouthpiece. Then mention the environment briefly (room with door and curtains, but minimal). End with camera perspective: static, slight shake.

Check the rules: chronological order, focus on motion, appearance (black shirt, brass trombone), spatial (person standing, trombone extending right), background minimal, camera perspective.

Let me draft:

A person wearing a black shirt stands in a room, playing a brass trombone. They hold the instrument with both hands, moving the slide back and forth while blowing into the mouthpiece. The background includes a door on the left and curtains to the right, but remains out of focus. The camera remains static with a slight shake throughout the sequence.

Wait, need to check if "brass" is necessary? The trombone is metallic, brass is a type. The video shows the trombone's bell, which is brass. Maybe "shiny metallic trombone" but "brass" is specific. Alternatively, "metallic trombone".

Also, the person's motion: the slide is moved, so the trombone's slide extends and retracts. The caption should note that the slide is being moved.

Let me refine: A person in a black shirt plays a metallic trombone, holding it horizontally with both hands while moving the slide back and forth. The background features a door to the left and draped curtains, but is otherwise unobtrusive. The camera maintains a static position with minor shaking throughout.

Check rule e: background minimal. So "background features a door to the left and draped curtains, but is otherwise unobtrusive" is okay because it's relevant (door and curtains are there, but not essential for motion). Wait, maybe too much. Rule e says "keep background descriptions minimal unless essential for understanding motion". The motion is the trombone playing, so the background isn't essential. So maybe just mention "a room with a door and curtains in the background" but minimal.

Alternative: A person wearing a black shirt plays a metallic trombone in a room with a door to the left and curtains to the right. The person moves the slide of the trombone back and forth while blowing into the mouthpiece. The camera remains static with slight shake.

Yes, that's better. Now check all rules:

a) Motion and behavior in chronological order: playing trombone, moving slide, blowing. Correct.

b) Appearance: black shirt, metallic trombone. Number: one person.

c) Spatial: door left, curtains right.

d) Camera: static, slight shake.

e) Background minimal: just door and curtains mentioned, which are there but minimal.

f) Exclude text, named characters, etc. No issues.

g) Internal reasoning done.

Now, format exactly: <caption_output>...<caption_output>

Finalize the caption:

<caption_output>A person in a black shirt stands in a room, holding and playing a metallic trombone. They move the slide back and forth while blowing into the mouthpiece. The background includes a door to the left and draped curtains to the right. The camera remains static with slight shake throughout the sequence.<caption_output>
</think>

<caption_output>A person in a black shirt stands in a room, holding and playing a metallic trombone. They move the slide back and forth while blowing into the mouthpiece. The background includes a door to the left and draped curtains to the right. The camera remains static with slight shake throughout the sequence.<caption_output>

A person manipulates a trombone slide, causing discrete motion of the instrument's slide mechanism. The trombone and player's arms exhibit controlled, solid-object movement.

Background elements (curtains, walls) show no uniform shifting or fluid motion. No fire, water, smoke, or wind effects observed.


RAW CAPTION: Got it, let's break this down. First, the video shows a person in a white, textured costume that looks like a statue, walking through a park. There are other people around. Let's check the timestamps.

At the start (0.0s), the statue-costumed person is in the foreground, facing away. Then, people are walking by—some in the background, like a group in white, and others moving. The statue moves slowly, maybe? Let's see the sequence: the statue is walking, and people pass by. The camera seems to follow the statue as it moves right? Wait, the description says "chronological order." So start with the initial scene, then describe actions.

Main subjects: the statue-costumed person (white, flowing garment, holding a bag-like object), and the people walking around. The statue is the main focus. The people are moving around it.

In frame 0.0: statue is central, people in background. Frame 1-2: more people walk past. Frame 3-4: the statue moves forward, people continue walking. The camera is tracking the statue's movement, probably a smooth pan.

Background: park with grass, trees, other people in the distance. Minimal background, but since it's a park, it's part of the setting.

Need to mention motion: the statue moves slowly forward, people walk in various directions, passing by the statue. The camera follows the statue, panning slightly to keep it in frame.

Appearance: the statue person is in white, detailed costume, maybe a dress, holding a bag. Others: men and women in casual clothes (some in white, others in dark, light colors).

Spatial: statue in foreground, people around (some to the left, right, behind).

Chronological: start with statue moving, people walking by, camera follows.

Check rules: focus on motion and behavior. So "A person in a white, textured statue costume walks slowly forward, holding a bag-like object, as several people in casual clothing pass by in various directions. The camera follows the costumed individual, panning slightly to maintain focus, with a grassy park and distant crowd forming a minimal background."

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

- Main subject: costumed person (white, statue-like, moving forward)
- Others: people walking around, some in white (like the two men in white), others in dark clothing.
- Motion: costumed person moves forward; people walk by (left to right, right to left, etc.)
- Camera: follows the costumed person, panning rightward (since the statue is moving right? Wait, in the video, the statue is moving from left to right? Let's see the frames.

In frame 0: statue is on the left side? Wait, no—the first frame: statue is in the center, then in the next frames, it's moving to the right. So camera is following it, so pan right.

So description: A person in a white, textured costume resembling a statue walks forward, holding a bag-like object. Several people in casual attire walk past in various directions, some to the left and right of the costumed figure. The camera tracks the costumed individual with a slight rightward pan.

Check rules: minimal background, so "grass and trees in the distance" but not too much.

Wait, the rules say "exclude text recognition...". So no need for details like "park", but since it's a park, maybe "open grassy area" but keep minimal.

Let me draft:

"A costumed figure in white, statue-like attire holding a bag walks slowly across a grassy area. People in various casual clothing pass by, some moving left and right of the figure. The camera follows the costumed individual with a slight pan."

Wait, need to mention the number? Maybe not exact numbers, just "several people".

Also, the costumed person is the main subject. So:

"The video opens with a person in a white, textured statue costume walking forward while holding a bag. Several people in casual clothing walk past in different directions, including two individuals in white shorts and shirts to the left. As the costumed figure continues moving, the camera pans right to maintain focus on their path, with a grassy park and distant crowd forming the backdrop."

Check rules: "conclude with camera perspective and movement". So the camera pans right.

Also, "briefly describe appearance and number". Costumed figure: white, textured costume, holding a bag. People: various casual clothing, several.

Let me check if it's chronological:

Start with the costumed figure moving, people passing by, camera following.

Yes.

Now, make concise:

"A person in a white, textured statue costume holding a bag walks forward across a grassy area. Several individuals in casual clothing walk past the figure

People are walking around the scene, including a person in a statue-like costume moving at a slow pace.

The background (trees and ground) is static with no uniform shifting or environmental fluid motion (fire, water, smoke, wind).


A pair of hands holds a small fishing lure with a hook and fuzzy body within a metal vise, using a tool to adjust and secure the articulation wire. The hands manipulate the wire's position and tie it down while keeping the lure fixed in the vise. The camera provides a steady close-up perspective on the hands and lure.

Hands manipulating a fishing lure held stationary in a vice; the hands perform precise movements to tie down articulation wire, demonstrating explicit physical interaction.

No shifting background or fluid/environmental motion (fire, water, wind) detected. Static background elements (dark shirt with letters, red object) remain fixed relative to the frame.


A pair of hands arranges multiple blue plastic cups on green grass, stacking them into a three-tiered pyramid structure by placing one cup atop another and adjusting their positions. The cups remain on the grass throughout, with the camera maintaining a static top-down perspective.

Blue plastic cups and human hands are moving. The hands manipulate the cups, demonstrating explicit physical interactions (e.g., placing, shifting cups), with clear bounding box tracking of each cup.

The background features static grass and plants with no significant shifting or fluid motion; no fire, water, smoke, or wind is present.


A man wearing a dark shirt, light shorts, and a hat operates a floor sander across a light wooden floor, moving steadily from left to right before turning toward a large window. The background includes a bright window with faint greenery visible outside. The camera remains stationary, capturing the motion in a fixed position.

A person wearing a dark shirt, light shorts, and knee-high boots is operating a floor polisher. The polisher moves across the floor in a controlled motion as the person walks forward.

Background elements (walls, windows, floor) are static with no fluid motion (e.g., fire, water, smoke). No dominant environmental phenomena observed.


A person in a blue jacket holds a microphone while standing outdoors. The scene shifts to a tennis player in a yellow shirt, black shorts, white cap, and white shoes walking across a clay court, swinging a tennis racket to hit a ball. The player moves toward the net, with trees and a green fence in the background. The camera transitions from a close-up of the first person to a medium shot of the tennis player on the court.

The tennis player (in yellow and black) is moving and hitting the ball with a racket. The ball is in motion after being struck, and the racket is moving with the player.

The background (tennis court, fence, trees) is static and shows no uniform shifting. There is minimal ambient motion (trees may sway slightly but not dominant).


A person wearing a sleeveless vest over a shirt and dark pants sits at a drum set. They raise their right arm to strike a cymbal, then move both arms rhythmically to hit the drums and cymbals. The camera remains fixed, capturing the dynamic drumming motions in a room with minimal background detail.

The primary discrete object is a drummer actively moving their arms and hands to strike drumsticks against drum components. This motion is distinct, solid, and driven by physical forces (muscular action) during drumming.

The background features static walls and equipment with no uniform shifting, fluid motion, or environmental effects (e.g., no fire, smoke, or wind). The scene remains consistently stable across frames.


RAW CAPTION: Okay, let's tackle this video caption. First, I need to follow the rules given. The main task is to generate a concise paragraph in chronological order, focusing on the motion and behavior of the main subjects.

Looking at the video frames, there are several people dancing or moving energetically. The first frame shows a group of people, maybe around five or six. They seem to be in a room with a dimly lit background. The people are raising their arms, possibly clapping or gesturing. The main subjects are the group, so I need to describe their actions step by step.

The first action is them raising arms and moving together. Then, the camera moves, maybe pans around the group. The people are close together, so their spatial relationship is important. Maybe they're in a circle or moving in a line. The background is minimal, so I shouldn't describe it much. The camera might have a slight shake, which is mentioned in the rules.

Wait, the user said to exclude text recognition, named characters, so just focus on the actions. Let's see: people are dancing, moving their arms, some clapping. Maybe the camera is handheld, causing a slight shake. The group is mostly in the center of the frame, moving towards the right? The video starts with a group of people, then they shift positions, maybe some turn around.

Need to list the chronological order. Start with the initial scene: a group of people dancing, arms raised. Then they move in different directions, perhaps some turn to face the camera. The camera perspective might be a bit shaky as it follows their movements. The background is indistinct, but maybe a room with some furniture, but minimal details. So the caption should mention the number of people, their actions, movement direction, camera movement.

Wait, the user specified to mention spatial relationships if relevant. So maybe "a group of people stand closely together, some raising arms above their heads". Then as the video progresses, they shift positions, moving left and right. The camera might pan left, then right, but the user says to conclude with camera perspective and movement.

Hmm. Let me try drafting:

A group of people dance energetically in a dimly lit room, raising their arms and moving in sync. They shift positions, with some facing left and others right, while others gesture toward one another. The camera captures their movements from a slightly shaky, eye-level perspective, panning left to follow the group's motion.

Wait, but the exact order: first frame shows them raising arms, then in the next frames, they continue moving, maybe the camera moves. Let's check the frames again.

First frame: people are raising arms, maybe clapping. Second frame: similar, but shifting. Third frame: same, but the group is moving. Fourth: some turning around. Fifth: still moving. The camera seems to be handheld, moving a bit, following the group. So the caption should describe the sequence: starting with people dancing, moving their arms, then shifting positions, possibly turning. Camera is handheld, slight shake, maybe panning.

Need to mention the number: "a group of five people", but maybe it's not exact. The rules say to mention appearance and number briefly. So "a group of people (approx. five) wearing casual clothing" but maybe not. Wait, the rules say "briefly describe their appearance and number (color, size, orientation)". So maybe "a group of five people in casual attire, moving dynamically."

But the user says to keep it concise. Let's see. Maybe "A group of five people in casual clothing dance together, raising arms and shifting positions in a dimly lit room. They move in sync, turning and gesturing towards each other, while the camera captures their motion from a slightly shaky, eye-level perspective, panning left to follow their movements."

Wait, the rules say to exclude text recognition, named characters, so no names. Also, minimal background. The background is just a room, maybe walls, but not essential. So focus on the motion.

Let me check the example output format. The user gave an example of the format, but not the actual content. So the key is to stick to the rules.

Another point: "Mention spatial relationships if relevant". So maybe "some are positioned to the left of others" but in the video, they seem to be close together. Maybe "the group stands closely, some raising arms while others gesture towards one another."

Putting it all together:

A group of people (approximately five) dance in a dimly lit room, moving their arms rhythmically and shifting positions in unison. They turn and gesture toward each other, maintaining close proximity as the camera captures their motion from a handheld perspective with slight shake, panning left to follow the group's dynamic movements.

Wait, but the video starts with them raising arms,

Multiple individuals (people) moving their arms and bodies in coordinated interaction; discrete physical motions include arm raises, body shifts, and gestures.

No significant background shifts or ambient environmental motion detected (walls, room furniture remain static throughout; no fire, water, or wind effects present).


A person in a white polo shirt enters the frame, picks up a clear glass, and bends over to adjust multiple glasses on the bar counter. A pink cocktail in a martini glass remains in the foreground, while the person’s actions occur in front of a backdrop of liquor bottles. The camera maintains a stationary perspective throughout the sequence.

The bartender (a person) is moving: walking across the bar, bending down to prepare a drink, and standing up. Other objects (glasses, bottles) are stationary.

The background (bottles, signs) is static with no uniform shifting. No fluid or environmental motion (fire, water, smoke, wind) observed.


A group of five to six individuals, dressed in casual clothing including jeans and jackets, walk across a construction site near wooden poles. The scene transitions to a single person in dark workwear bending over wooden planks while working; the camera maintains a medium shot focused on the worker's actions.

People moving in the initial scene, and a worker using tools on construction materials.

Background elements (trees, rocks, construction materials) are static; no fire, water, or wind.


A person wearing a light-colored short-sleeve shirt uses tweezers to manipulate a small object. The video begins with a close-up of the hands holding the tweezers and the object, then the camera pulls back to reveal the person standing in a room with wooden furniture and shelves. The individual remains focused on adjusting the object with the tweezers while facing the work surface. The camera maintains a steady perspective, transitioning from a close-up to a medium shot without noticeable movement.

The person's hands and the object being cut are moving due to physical interaction (cutting).

No significant background shifts or fluid motion observed.


In a cluttered room with a window, a person in dark clothing sits while another in a patterned top stands behind, adjusting their hair. The seated individual raises their hand in a wave as the standing person continues styling, shifting slightly. The camera remains mostly static with minor shakes.

Two people interact: the standing person moves hands to style the seated person's hair, the seated person waves and turns their head, and a third person enters from the right and moves across the frame (partially obscuring the scene). These are discrete solid objects with explicit motion due to human interaction.

The background elements (window, bed, walls) remain stable with no shifting or fluid motion. No fire, water, smoke, or wind is visible; the room's clutter (clothes, items) shows no environmental disturbance.


A basketball hoop stands in an open grassy field under a bright sky with scattered clouds and distant trees. A shirtless man enters from the bottom left, jumps upward, and shoots a basketball that passes through the hoop. The man exits the frame after the shot. The camera remains stationary with minimal movement.

A basketball player enters the frame, shoots a basketball toward the hoop. The ball moves toward the net while the player stands near the hoop, with both objects exhibiting discrete motion due to physical actions.

The sky shows slow cloud movement, but the dominant scene elements (trees, horizon) remain static. Clouds are part of ambient environmental motion but are not the primary motion source.


Discrete solid objects: hair (brushed by a hand holding a brush) moving due to physical force (brushing action).

Initial frames show static background (vase with flowers, sculpture); hair brushing scene has no fluid/environmental motion (fire, water, smoke, wind) or shifting background elements.


A hand pours liquid from a white container into a large metal bowl. The scene shifts to three people standing near shelves of bread, where the person in the red shirt gestures while speaking. The red-shirted individual continues gesturing, interacting with the others. Then, a person in a white apron pours liquid from a large metal bowl into another container. Camera transitions from close-up of pouring to medium shots of the people, then close-up of the pouring action.

Discrete objects: three individuals conversing and gesturing, plus a person stirring a substance in a vat. All motions are explicit physical actions (hand movements, body shifts) driven by locomotion and force application.

No dominant fluid/environmental motion (fire, water, smoke, wind) or shifting background; static background elements (walls, wooden staircase, vat) remain fixed throughout the video. Ambient environmental motion is absent per the Ambient Rule.


A hand approaches a person's mouth, then the mouth opens widely to reveal a pink tongue. The camera remains close-up, focusing on the mouth and tongue during the opening motion.

The person's tongue is moving in a controlled manner (protrusion, retraction) due to muscular action. The tongue is a discrete, solid object.

No shifting background visible; no fluid/environmental motion (fire, water, wind) detected.


A group of people in red, black, and white shirts move through an indoor space, holding books or papers, as the camera pans left to follow their motion. The crowd walks and interacts while the background remains minimally detailed.

People are moving by walking, turning, and gesturing. These are discrete solid objects.

No shifting background. No fire, water, smoke, or wind. Background (walls, doors) is static.


A person in a dark blue hoodie plays a brass trombone, moving the slide back and forth while positioned in a room with a television visible to the right; the camera remains stationary throughout.

A person is moving the slide of a trombone, which is a solid object. The motion is deliberate and controlled by the musician's physical action.

Background elements (walls, window, TV) are static. No fire, water, smoke, or wind observed.


RAW CAPTION: Got it, let's break down the video frames. First frame: a person in a light pink jacket stands at a table with a white cloth, holding a bouquet. There's a green vase, flowers, and other items. Second frame: close-up of hands holding white flowers, placing them into a container. Third frame: hands adjusting red items on the table. Fourth frame: person holding a green vase with long stems and white flowers. Now, chronological order: starts with the person at the table, then hands handling flowers, placing into container, adjusting items, then holding the vase. Describe motion: person arranges flowers, hands place white blooms into container, adjust red objects, then hold vase with stems. Spatial: table with items, hands in front, vase on table. Camera: starts with wide shot, then close-ups, ends with medium shot. Background minimal, so focus on actions. Let's make concise paragraph.

Check rules: focus on motion chronologically. Main subject is the person doing flower arranging. First, person stands at table (frame 0), then close-up of hands holding white flowers (frame 1), placing into container (frame 2), then adjusting red items (frame 3), then holding vase with stems (frame 4). Describe appearance: hands with white flowers, green vase, red scissors, white container. Spatial: hands in front of table, vase on table. Camera: starts medium shot, then close-up, then medium shot. Conclude with camera perspective. Let's draft:

A person in a light pink jacket stands at a table with a white cloth, arranging flowers. Close-up shows hands holding white blossoms over a clear container, placing them inside. The hands then adjust red scissors on the table. Finally, the person holds a green vase with long stems and white flowers, positioned against a dark background. Camera moves from a medium shot to close-ups of the hands and table, then to a medium shot of the person with the vase.

Check if concise, chronological, no text. Yes. Make sure to exclude named characters (like "a person" instead of "a woman in pink" maybe, but the first frame has a person in light pink jacket, but the rules say exclude named characters, so just "a person" or "hands" as main subjects. Wait, the rules say "main subjects (people/animals/objects)". So the main subject is the person doing the arranging, and the objects (flowers, vase, etc.) as part of the motion. Let's rephrase:

Hands place white flowers into a clear container on a table with a green vase and scattered items; the hands then adjust red scissors, and a person holds a green vase with long-stemmed white flowers. Camera shifts from a medium shot of the table to close-ups of hands handling flowers and items, then to a medium shot of the person holding the vase.

Wait, the first frame is a person at the table, so maybe start with "A person stands at a table arranging flowers, then hands place white blossoms into a container, adjust red scissors, and finally hold a green vase with stem flowers."

Wait, let's check the frames again:

Frame 0: Person in pink jacket (light pink) stands at table with white cloth, table has flowers, green vase, other items. So the person is the main subject.

Frame 1: Close-up of hands (person's hands) holding white flowers, placing into clear container.

Frame 2: Hands place white flowers into container (continuation), then hands adjust red scissors on table.

Frame 3: Person holds green vase with long stems and white flowers.

So chronological order:

1. A person stands at a table with a white cloth, arranging flowers.
2. Close-up of hands holding white flowers, placing them into a clear container.
3. Hands adjust red scissors on the table.
4. The person holds a green vase with long-stemmed white flowers.

Camera: starts with medium shot (frame 0), then close-up (frames 1-2), then medium shot (frame 3). Background is dark, so minimal.

So caption: A person stands at a table arranging flowers, then hands place white blossoms into a clear container on the table; the hands adjust red scissors, and the person holds a green vase with long-stemmed white flowers. Camera shifts from medium shot to close-ups of the hands and table, then to a medium shot of the person holding the vase.

Check for conciseness, chronological, no text. Yes. Let's make sure it's concise. Maybe:

Hands arrange white flowers into a clear container on a table with a green vase, then adjust red scissors, and the person holds a green vase with long stems and white flowers. The camera transitions from a medium shot of the table to close-ups of hands and items, then to a medium shot of the

Hands manipulate and place white flowers into a container; a person holds flower stems while demonstrating placement. These are solid, discrete objects interacting via physical forces (manual handling).

The background elements (green vase, papers, table surface) remain static with no uniform shifting across frames. No fluid/environmental motion (fire, water, wind) is observed.


A person wearing a black shirt and red shorts stands in a kitchen, holding a chair and clothing. They move to the right, lift the chair high above their head, and swing it forward while remaining in front of a washing machine and cabinets. The camera remains static throughout, capturing the motion against the kitchen background.

Person moving and manipulating solid objects (laundry basket, clothes) via physical forces (lifting, carrying, tossing).

No shifting background elements (cabinets, washing machine, counter remain static). No fluid/environmental motion (fire, water, smoke, or wind) present.


A hand holding a blue power tool moves it over a rectangular wooden block placed centrally on a brown textured mat atop a woven table. The hand lifts the tool away from the block, then repositions it to apply again, with a pencil and a smaller wooden piece visible to the right of the block. The camera maintains a top-down perspective throughout, capturing the tool's repetitive motion over the block.

A hand manipulates a hot glue gun to apply glue to a wooden block; the hand and glue gun exhibit discrete movement due to physical interaction (gluing).

Background elements (wicker table, chairs with cushions) remain static across frames; no fire, water, smoke, or wind present to dominate motion.


A person’s hand holds a black power drill, pressing it onto a silver CD placed on a wooden table. The drill causes the CD to spin rapidly as the hand applies steady pressure and slight rotation. The scene occurs outdoors with grass and a fence visible; the camera remains stationary, capturing a top-down view of the action.

A person uses a power tool to spin a metal disc on a wooden table; the disc rotates rapidly due to the tool's action, and the person's hand is visible holding the tool.

The wooden fence and ground in the background show no significant shifting or fluid motion; no fire, water, smoke, or wind are present.


A person adjusts a purple halter on a brown horse's head, using their hands to tighten and position the straps. The horse stands on grass, with the person’s arms visible as they work. The camera maintains a close-up perspective, slightly shifting to capture the hand movements during the adjustment process.

A person's hands are manipulating purple reins attached to a horse's bridle, with deliberate motions to adjust the reins.

Background consists of static grass and stable elements; no shifting backgrounds or fluid/environmental motion (fire, water, smoke, wind) observed.


Three individuals are on stage: one stands on a chair to the left, one sits on the floor in the center, and one stands holding an object to the right. The seated person rises to a standing position, the person from the chair also stands, and all three move leftward across the stage. Background features dark curtains. Camera remains static.

Three solid human subjects are moving: one seated with a musical instrument, another performing dynamic poses (sitting to standing), and a third holding a long object. Their motion is driven by intentional locomotion and physical actions.

The background consists of static dark curtains with no shifting or fluid motion (e.g., no fire, water, smoke, or wind). Background elements remain fixed, indicating no ambient environmental motion.


Hands place slices of pink ham onto a pizza base covered with shredded cheese and tomato sauce, moving systematically across the surface. The pizza rests on a stone-like pan on a speckled countertop. Camera maintains a close-up angle, following the hands' movements as they add ingredients.

Discrete solid objects include human hands (adding ham/cheese) and the pizza crust. The hands exhibit deliberate, localized motion to place ingredients, with no visible collisions or large-scale locomotion beyond the pizza assembly process.

The background includes a countertop and a static container; no significant shifting or fluid motion (e.g., fire, water, smoke) is observed. Background elements remain relatively stable across frames.


A person wearing a green shirt and black shorts lies prone on a green gym mat, lifting their knees toward their chest in a repetitive motion, with gym equipment visible in the background. The camera maintains a top-down perspective throughout.

A person (wearing green shirt and black shorts) is performing an exercise on a green mat. The person is moving their arms and legs to pull a resistance band, which involves discrete physical movements (locomotion and force application).

The background consists of static gym equipment and a fixed floor. No fluid or environmental motion (fire, water, wind) is present. The background does not shift uniformly, indicating no camera movement.


A woman in a light gray hoodie crouches on a concrete step, holding the hand of a small child wearing a white and green shirt and gray pants. The child stands facing a medium-sized brown dog, which remains stationary while the child shifts position slightly. In the background, a person sits on concrete steps. The camera maintains a steady, medium-angle perspective throughout the interaction.

Discrete solid objects include the woman (kneeling, adjusting posture), child (standing, interacting with dog), and dog (standing, slight head/body shifts). Motion is subtle but consistent with human-animal interaction.

The background (concrete steps, grass, seated person) is stable with no shifting or fluid motion. No fire, water, smoke, or wind-driven elements are present.


In an aircraft cabin, a woman with long brown hair in a green jumpsuit takes a photo with her phone. A person in a blue jumpsuit and headset grabs her arm, lifts her up, and carries her over a yellow box as others in blue and green uniforms move around. The camera follows the action closely with a slight shake.

Multiple people (e.g., the woman in the green jacket, the person in blue) are moving due to physical interactions: the woman is being assisted to sit, and others are manipulating objects (like the yellow crates) and supporting her body.

The background elements (walls, yellow crates, banner) show no uniform shifting or fluid motion. No fire, water, smoke, or wind is present as dominant environmental elements.


The video opens with a static title card showing "18 DECEMBER" and "Kalos TV: Weather in Lumiose" against a white backdrop with black ink splatters. It transitions to a projection screen displaying weather forecast panels with temperature readings and weather icons. A person wearing dark clothing enters the frame from the right, moving to stand in front of the screen and facing it, remaining mostly stationary while slightly adjusting their position. The camera maintains a fixed frontal perspective throughout the sequence.

A person is standing and speaking, with minor head and hand movements. This is a solid object moving due to locomotion.

The background (wall and weather screen) is static with no shifting. No fluid or environmental motion (fire, water, smoke, wind) is present.


RAW CAPTION: Got it, let's tackle this. First, the video shows a girl in a blue shirt and shorts. She starts with her hands up, then bends down to pick up a hula hoop. She stands up holding it, and then moves closer to the camera. The background has a room with furniture, but we need to keep that minimal. Let's check the rules: chronological order, motion, appearance, spatial relations, camera perspective.

First frame: girl standing, hands up, maybe adjusting hair? Then she bends down to grab the hula hoop. Then she stands up, holding the hoop, and walks toward the camera. The camera seems to be stationary but maybe moving slightly as she approaches. Wait, the last part: "approaches the camera, filling the frame." So the camera is fixed, and she moves towards it.

Appearance: main subject is a girl (female, but no need for age), blue shirt, shorts. The hula hoop is colorful, maybe. Spatial: initially in the room, then moves towards camera. Background elements like dresser, guitar, butterfly poster—maybe mention if essential, but rule e says minimal. Since the action is her moving, maybe just note the room is visible but not detailed.

Chronological: starts standing, bends to pick hula hoop, stands up, holds it, moves toward camera. Camera is static, then she gets close.

Check the output format: concise paragraph. Let's structure: A girl in a blue shirt and shorts bends down to pick up a colorful hula hoop from the floor, stands, and walks toward the camera, filling the frame. Background includes a dresser and wall decor, but minimal. Camera is static.

Wait, the video: first frame she's standing with hands up (maybe adjusting hair), then bends down to grab the hoop (so from standing to bending, picking up), then stands up, holds the hoop, and walks toward camera. So the motion sequence is: standing, bending to pick up hoop, standing with hoop, moving towards camera.

Appearance: girl, blue shirt, shorts. Hula hoop is visible.

Spatial: in a room with furniture, but camera is fixed. The camera perspective: starts with her in the middle, then she moves towards, so camera is static, maybe slight shake? Wait, the description says "camera perspective and movement". The video starts with her, then she moves closer. The camera is likely stationary.

So the caption should be: A girl wearing a blue shirt and shorts bends forward to pick up a colorful hula hoop from the floor, then stands upright holding the hoop and walks toward the camera, filling the frame. The background includes a wooden dresser and wall decor. The camera remains stationary.

But need to be concise. Let's check rules: focus on motion, chronological. So:

A girl in a blue shirt and shorts bends down to pick up a hula hoop, stands upright, and walks toward the camera until the hoop fills the frame. The room features a dresser and wall decorations. The camera is stationary.

Wait, the initial frames: she starts with hands up (maybe hair), then bends. So motion: starts standing with hands raised, bends to grab hoop, stands, then moves toward camera. So maybe: A girl in a blue shirt and shorts stands with hands raised, bends forward to pick up a hula hoop from the floor, stands upright holding the hoop, and walks toward the camera, filling the frame. The background includes a dresser and wall decor. The camera is stationary.

Check if background is essential: the rules say minimal, but the dresser and wall decor are part of the scene. However, the main motion is her actions. Maybe just mention "in a room with furniture" but the rules say minimal. Let's see.

Also, the camera perspective: the last frame she's close, so camera is fixed. So camera is stationary.

Let me make sure it's chronological. Step 1: standing, hands up. Step 2: bend to pick hoop. Step 3: stand with hoop. Step 4: walk toward camera.

So the caption:

A girl in a blue shirt and shorts stands with hands raised, bends forward to pick up a hula hoop from the floor, stands upright holding the hoop, and moves toward the camera, filling the frame. The room contains a wooden dresser and wall decorations. The camera remains stationary.

Check if all rules are met. a) motion: yes, chronological. b) appearance: blue shirt, shorts, hula hoop. c) spatial: room with furniture. d) camera: stationary. e) background minimal (only mentioned briefly). f) exclude text, names. g) no reasoning.

Yes, that works.
</think>

<caption_output>A girl in a blue shirt and shorts stands with hands raised, bends forward to pick up a hula hoop from the floor,

A person (discrete object) moves through locomotion and rotational motion, interacting with a hula hoop. The person's movement is driven by explicit physical forces (self-propelled motion).

Background elements (dresser, lamp, wall decorations) remain stable with no uniform shifting or fluid/environmental motion (e.g., no fire, water, smoke, or wind).


An individual wearing a blue shirt and blue gloves uses a tool on a reflective car hood, moving their hands horizontally across the surface. The camera shifts to focus on a container placed on the hood, revealing the person's reflection in the glossy surface. The perspective transitions from a close-up of the hands to a wider view of the container and hood.

The person's hands (wearing blue gloves) and the cloth are moving to apply a product to the car surface.

The background (car) is static. No fluid or environmental motion (fire, water, wind) observed.


A woman in a light pink shirt stands behind a seated man in a blue shirt, placing her hands on his shoulders and massaging his neck; she then moves her hands to his upper back, continuing the massage. In the background, gym equipment and another person sitting on a mat are visible. The camera remains stationary, capturing the interaction from a fixed angle.

The woman (pink shirt) moves her hands and upper body to adjust the man's shoulder/neck position. The man (blue shirt) remains seated with minimal movement, primarily reacting to the woman's physical interaction.

No shifting background elements; gym equipment and walls remain static. No fire, water, smoke, or wind motion observed.


A person in a light gray long-sleeve shirt and cap leans over a coffee machine, watching as coffee fills a large white mug on a metal rack. They shift their posture, resting their elbow on the counter and then moving their hand toward their face. Another individual in a dark purple shirt enters from the left and places a black bowl on the counter near the machine. The camera remains stationary, focused on the coffee machine and the mug.

A person is actively handling a cup and interacting with a coffee machine; their hands and body show discrete movement while pouring or adjusting the cup.

The background elements (coffee machine, counter, cups) remain static with no uniform shifting. No fluid or environmental motion (e.g., fire, water, smoke) is present.


A girl in a light pink tank top sits on a bed, reaches into a black mesh bag, pulls out a pair of blue striped shorts, unfolds them, and holds them up with both hands. The background includes a wall with a framed collage. Camera remains stationary at a low angle.

A person manipulates a piece of clothing (shirt) through discrete movements: lifting, turning, and positioning it against their body.

Background elements (wall, decorative plaque, door) remain static throughout; no ambient environmental motion (fire, water, smoke, wind) detected.


A person in a yellow safety vest is shown in close-up. The camera shifts to reveal two individuals: one in a green hoodie and yellow vest, and another in a red hoodie and yellow vest operating a yellow surveying device. The person in red adjusts the device, while the other holds a tool. Other individuals in yellow vests are visible in the background. The camera pans slightly to follow the interaction between the two main subjects.

Two individuals in safety vests interacting with a surveying device; their movements involve locomotion and handling equipment, classified as discrete solid objects.

Background elements (grass, trees, road) show no uniform shifting. No fluid/environmental motion (fire, water, smoke, wind) detected.


RAW CAPTION: Got it, let's see. The video shows a chessboard. First, a hand moves a black pawn from the bottom row. Then the board shows the pieces repositioned. Next, a hand moves a white pawn up. Then another move, maybe a black piece? Wait, the sequence: first frame, hand on black pawn, then in next frame, the pawn is moved, and the board is shown with white pawns on the top. Wait, the frames: [0.0] hand moves a black pawn from a square to another, maybe capturing? Then [1.4] the board shows the pieces after that move. Then [2.5] a hand moves a black pawn again, then [3.6] another move. Wait, let's track the moves step by step.

First frame: hand (dark skin) moving a black pawn (small, dark) on the green and white chessboard. Then frame 1.4: after move, the board has white pawns (light, cone-shaped) on the top, black pawns at the bottom. Then frame 2.5: hand moves a black pawn (maybe the same or different) from the bottom. Wait, no—looking at the frames:

Frame 0: A hand (dark skin) moves a black pawn (small, circular) from a square to another (the pawn is moved down, maybe). Then in frame 1.4, the board shows white pawns at the top row. Wait, no, the first frame shows a hand on a black pawn, then the next frame (1.4) shows the board with pieces arranged differently. Wait, the video shows the hand moving pieces: first, moving a black pawn (from where to where?), then the board repositions, then a hand moves a white pawn, then another move.

Wait, the key is to describe the chronological order of movements. So:

- At [0.0], a dark-skinned hand moves a black pawn (small, dark circular piece) on a green and white chessboard.
- At [1.4], the board shows pieces repositioned with white pawns at the top edge, black pawns at the bottom.
- At [2.5], a hand moves a white pawn (light, cone-shaped) from a square toward the center.
- At [3.6], another hand (same or different) moves a black pawn (dark, circular) from the bottom row.
- At [4.7], a hand moves a white pawn upward, and black pawns are visible.

Wait, but need to make it concise. The main subjects are the hand(s) and chess pieces. The pieces: black pawns (dark, small, circular), white pawns (light, small, cone-shaped). The board is green and white checkered.

So the caption should be in chronological order:

A dark-skinned hand moves a black pawn on a green-and-white chessboard, then repositions white pawns at the top edge. Next, a hand moves a white pawn toward the center, followed by a black pawn from the bottom row. The hand then moves another white pawn upward, with black pawns remaining on the board's bottom. The camera maintains a top-down view throughout, capturing the board and hands without background details.

Wait, need to check each frame:

Frame 0: Hand moves black pawn (from where to where? Let's see, the pawn is moved to a different square. Then frame 1.4 shows the board after that move, with white pawns at the top. Frame 2.5: hand moves a black pawn? Wait, no, frame 2.5's description says "a hand moves a white pawn"—wait, the user's provided frames:

[0.0] hand moves a black pawn (the first frame has a hand on a black pawn, then moving it?)

Wait, the user provided the frames as:

[0.0] hand moves a black pawn (from a square to another, maybe capturing a white pawn? No, the first frame shows the board, then the hand moves it).

Wait, looking at the frame descriptions:

[0.0] hand is moving a black pawn (so motion: hand moves the pawn, then the next frame shows the result.

But the task is to describe the motion chronologically.

So step-by-step:

- A dark-skinned hand manipulates a black pawn on a green-and-white chessboard, moving it from its initial position.
- Subsequently, the hand repositions white pawns along the top edge of the board.
- Next, a hand moves a white pawn toward the center of the board.
- Then, another hand moves a black pawn from the bottom row upward.
- Finally, a hand moves a white pawn upward, adjusting its position on the board.

But need to

A hand is moving discrete solid objects (chess pieces) across the board, demonstrating physical interaction with the board and pieces.

The static background (checkered board and table surface) shows no uniform shifting or fluid motion. No fire, water, smoke, or wind is present.


A person wearing a blue and green shirt lies on a bed, shifting position to sit up while moving their arms. Another individual in a patterned shirt is partially visible on the right side of the frame. The camera remains slightly shaky, tracking the main subject's motion as they adjust their posture on the bed. Background elements include the bed's white headboard and metal frame.

A person wearing a blue and yellow vest is the primary moving object. They are walking, bending, and reaching for objects (e.g., water bottle) with clear physical locomotion and interaction, indicating solid object motion.

The background (walls, door, cabinets) shows no uniform shifting or fluid motion (e.g., no fire, water, smoke). Static elements remain stable relative to the room, with only minor handheld camera shake visible but no consistent pan/tilt. No environmental fluid motion present.


RAW CAPTION: Got it, let's break this down. The task is to create a caption for the video based on the given frames. Let's go step by step.

First, the video starts with a black screen showing white text: "BeyondFit's Metabolic Conditioning Jump Rope". Then it goes to a gray screen with the BeyondFit Physiques logo. Next, there's a transition to an indoor gym setting. The main subject is a person in a blue shirt and dark pants jumping rope on a blue mat. The gym has a high ceiling with exposed beams and lights. The person is standing on the mat, jumping the rope. The camera seems to be static, capturing the person from a front or slightly angled view.

Now, applying the rules: focus on motion and behavior in chronological order. The first part is text screens, then the logo, then the gym scene. But the user says "primarily on the motion and behavior of main subjects", so maybe the main part is the person jumping.

Wait, the video starts with text, then logo, then the gym. The caption needs to be chronological. Let's outline the sequence:

- Frame 0: Black screen with text (BeyondFit's Metabolic Conditioning Jump Rope)
- Frame 1-2: Gray screen with BeyondFit Physiques logo
- Frame 3-4: Indoor gym, person jumping rope

But rule f says exclude text recognition, named characters, or stylistic analysis. So we need to mention the motion but not the text. Wait, but the first part is text screens. Hmm, the rules say "focus primarily on the motion and behavior of main subjects". The initial frames are text, but maybe the caption should start from when the action begins. Wait, the video starts with the title text, then logo, then the person. But since the task is to describe the video, we need to include all parts? But rule a: focus on motion and behavior of main subjects. The first parts are text, but maybe they are just introductory. The main motion is the person jumping rope.

Wait, the example might be: first the title screens, then the logo, then the person. But rule f says exclude text recognition, so we don't describe the text. So the caption should start from the gym scene where the person is jumping.

Let's check the frames:

Frame 0: black screen with text (but exclude text recognition, so skip)
Frame 1: black screen with gray logo (but the logo is part of the company, but rule f says exclude named characters, so maybe skip)
Frame 2: gym scene, person in blue shirt and dark pants jumping rope on blue mat.

So the main part is the person jumping rope in the gym.

Now, the chronological order: the person starts jumping rope (since in frame 4, it's "a person jumping rope"). So the action is the person jumping rope.

Appearance: person wearing blue shirt and dark pants. Number: one person.

Spatial relationships: in an indoor gym with blue mats, high ceiling, lights.

Background: gym setting, but minimal.

Camera perspective: probably static, front view, since it's a gym and the person is in the center.

Now, let's structure the caption:

"A person wearing a blue shirt and dark pants jumps a rope on a blue mat inside a large indoor gym with high ceilings and overhead lights. The camera remains static, capturing the person from a front perspective as they perform the jumping motion."

Wait, but need to check the rules:

a) Motion and behavior chronologically: the person is jumping rope. So describe that action.

b) Briefly describe appearance: blue shirt, dark pants, one person.

c) Spatial relationships: inside gym, on blue mat.

d) Camera: static, front perspective.

e) Background minimal: gym is mentioned, but not detailed.

f) Exclude text: yes, no mention of text.

g) Internal, no reasoning.

So the caption should be:

"A person in a blue shirt and dark pants jumps a rope on a blue mat in an indoor gym with high ceilings and overhead lights. The camera maintains a static front view of the individual performing the jumping motion."

Wait, but the video starts with text and logo. Should we mention that? But the rules say "focus primarily on motion and behavior of main subjects". The initial frames are text/logo, but the main subject is the person jumping. The task says "describe the provided video", so we need to include the sequence.

Wait, the problem says "generate a concise, chronological paragraph describing the provided video". So the video has these frames in order: first text, then logo, then gym scene.

But rule f says exclude text recognition. So the text is not to be included, so we focus on the action.

Wait, the first frame is title text, then logo, then the person.

So the chronological order

A person is performing jump rope exercise, with distinct motion of the body and rope due to explicit physical forces (locomotion and swinging).

The gym background (walls, ceiling beams, floor markings) shows no shifting or uniform motion. No fluid/environmental elements (fire, water, smoke, wind) are present.


A person in a dark green polo shirt with a red logo approaches a wooden cabinet, adjusting and positioning wooden shelves by placing pieces into the structure. The individual moves their hands to fit components together, working on the right side of the cabinet. The camera remains static with slight movement, capturing the assembly process from a fixed angle.

The person is moving their hands and arms to place/adjust objects on shelves (e.g., a box or panel). Discrete solid objects (person, shelves, items) exhibit motion due to explicit physical forces from the person's actions.

The background (walls, furniture, and structural elements) remains static throughout. No fluid motion (fire, water, smoke) or environmental wind is present; the scene is indoors with only solid objects interacting.


RAW CAPTION: Got it, let's break down the task. The user provided a video snippet where a hand is writing "Thank You" in calligraphy. First, I need to follow the rules for captioning.

Rule a: Focus on motion and behavior of main subjects in chronological order. The main subject here is the hand. Let's see the sequence: the video starts with the word "Thank" already written, then the hand moves to write "You" below it. The hand is using a pen or similar tool.

Rule b: Describe appearance and number. The hand is a human hand, dark in the black-and-white video. One hand, probably right hand based on typical writing.

Rule c: Spatial relationships. The hand is below and to the right of the existing "Thank" text, moving to write "You" below it.

Rule d: Camera perspective. The video is a top-down view, as we see the hand writing on a surface from above.

Rule e: Minimal background. Background is white, so maybe mention it's a white surface.

Rule f: Exclude text recognition. So don't mention "Thank You" as text, just focus on the action.

Now, chronological order: the hand starts at the top part of the frame (near the "k" in "Thank"), then moves down to write the "Y" and "o" and "u" below "Thank".

Let's structure it: At the start, a hand appears below the word "Thank" (but don't mention text, so say the hand is positioned to write below the existing letters). Then the hand moves to write the letters "You" in calligraphic style. The hand is dark, using a pen, moving fluidly.

Check output format: <caption_output>...<caption_output>

Make sure to not include reasoning, just the caption.

Let me draft:

A hand, dark in tone, moves from the bottom right of the frame to write in calligraphic script below the existing "Thank" text. The hand traces smooth, flowing strokes to form the letters "You" on a white surface. The camera maintains a steady top-down perspective throughout, capturing the writing motion against the plain background.

Wait, but rule f says exclude text recognition. So instead of "below the existing 'Thank' text", maybe describe spatially without naming the text. Like "a hand begins to write below the already-formed words".

Wait, the video starts with "Thank" already written. So the hand is writing the rest. But rule f says exclude text recognition, so we can't say "Thank". So maybe: "A dark hand enters the frame from the bottom right and begins writing in calligraphic style below the existing letters. The hand moves fluidly, creating the next sequence of letters on a white surface. The camera remains stationary in a top-down view."

Wait, but the sequence is: the hand is drawing the letters. So step by step: the hand starts at the bottom part (since the video shows the hand writing "You" below "Thank"), so the hand is initially positioned to write the "Y", then moves to "o", then "u".

In the video frames, the hand is drawing each letter. So chronological: the hand is seen moving to form the "Y", then "o", then "u", with smooth strokes.

Let's check the frames: the first frame shows the start of writing "Y", then the next frames show the hand completing the "Y", then moving to "o", then "u".

So the caption should describe the motion: the hand (dark, single) begins writing in the lower portion of the frame, moving to form the letters "You" in flowing strokes, with the camera held steady in a top-down angle over a white surface.

Now, applying all rules:

- Main subject: hand (appearance: dark, one hand; motion: writing from right to left or as per calligraphy, but chronologically moving to form each letter).

- Spatial: hand is in the lower part of the frame, writing below the existing "Thank" (but since we can't mention text, say "below the prior written letters" or just "on the surface below the initial text" – but rule f says exclude text recognition, so maybe just "on the white surface").

Wait, rule f: "Exclude text recognition, named characters, or stylistic analysis." So we can't mention "Thank" or "You" as text. So instead of saying the hand is writing "You", say "the hand traces flowing strokes to form the next letters".

So revised: A dark hand, moving with fluid motion, begins writing below the existing calligraphic structure on a white surface. The hand traces smooth, curved strokes to complete the subsequent letters in a continuous motion. The camera maintains a consistent top-down perspective throughout the sequence, capturing the hand’s movement against the

A human hand (discrete solid object) is moving to write the text 'Thank you' on a white surface, exhibiting controlled, deliberate motion due to physical action.

The background consists of a static white surface with no shifting or fluid environmental motion (e.g., fire, water, wind). The hand’s writing motion does not qualify as ambient environmental.


A hand enters from the left side of the frame, approaches the four lit candles on a plate, and blows out the leftmost candle, reducing the number of lit candles to three. The camera maintains a top-down perspective with no movement.

A human hand moves to light candles, demonstrating explicit locomotion and interaction with discrete objects (candles).

The background is dark and static with no shifting elements; candle flames exhibit ambient environmental motion but are secondary to discrete object movement.


A hand uses a knife to slice red raw meat with visible white fat into pieces on a wooden cutting board. The sliced meat is then arranged in a neat row on the board, and the hand sprinkles white salt granules over the meat slices. The camera maintains close-up shots throughout, focusing on the cutting and salting actions with minimal background elements visible.

Hands cutting meat with a knife and sprinkling salt on the meat.

Background elements (cutting board, countertop) remain static; no fire, water, smoke, or wind present.


A person enters the frame from the left, moves horizontally across the whiteboard, and exits to the right. The camera remains stationary.

The person's hands move over the keyboard keys while playing, with slight head/body shifts during speaking.

The whiteboard background and wall remain static throughout; no fluid motion (fire, water, smoke) or wind is present.


A person in an orange shirt and light shorts plays a black-framed marimba with wooden bars and metal tubes, striking the bars with mallets while standing on a street in front of a glass storefront. They rhythmically move their arms to hit the bars, then step back and turn away from the instrument. The camera remains stationary, capturing the scene from a fixed angle.

A person in an orange shirt is moving their hands to strike the marimba keys, demonstrating discrete object motion due to intentional physical interaction.

Static building facade with windows and door; no shifting background elements or fluid/environmental motion observed.


A woman with long wavy brown hair, wearing a red dress over a white top, sits on a dark gray couch. She holds a small object with both hands, then moves her right hand aside, holds the object in her left hand, looks left, and brings the object to her mouth. The camera remains static, focusing on her upper body against a beige curtain backdrop.

Woman performing discrete arm movements (adjusting clothing, gesturing, and drinking from a small container); solid object motion via explicit physical actions (locomotion and handling of the bottle).

Background consists of a static couch and wall with unchanging string lights; no shifting background elements or fluid/environmental motion (fire, water, wind) observed.


A person wearing a white shirt and dark pants runs with a basketball across a concrete court, approaching a basketball hoop. The individual jumps upward, extending their arm to shoot the ball toward the hoop. The camera remains stationary, capturing the action from a side angle.

A person (white shirt, dark pants) is running and shooting a basketball. The ball is held and released during the shot, exhibiting discrete motion due to physical forces (locomotion, jumping, ball trajectory).

Background elements (trees, fence, building) remain stationary with no uniform shifting. No fire, water, smoke, or significant wind movement observed; ambient environmental motion is absent.


RAW CAPTION: Okay, let's see. The user wants me to create a concise video caption following specific rules. First, I need to understand the video content.

The video shows a woman in a pink shirt and blue jeans sitting by a pool. She's with a baby in a blue outfit. The baby is sitting on her lap, and they're both dipping their feet into the water. There's another person in the background, but they're not the main focus. The baby seems to be playing with the water, maybe splashing. The woman is interacting with the baby, possibly helping or watching.

I need to follow the rules: chronological order, mention appearance, spatial relationships, camera perspective. Let me check the rules again.

Rule a: Focus on motion and behavior of main subjects. The main subjects are the woman and the baby. Their actions are sitting by the pool, feet in water, baby splashing.

Rule b: Briefly describe appearance and number. Woman in pink shirt, blue jeans, baby in blue outfit. There's also a person in the background, but maybe not necessary to mention as per rule f, exclude named characters, but rule e says minimal background unless essential. Hmm, the background person is sitting further back, so maybe mention that they're in the background but not the main focus.

Rule c: Spatial relationships. The baby is on the woman's lap, feet dangling into the pool. The other person is in the background.

Rule d: Conclude with camera perspective. The video seems to have a slight shake, maybe a top-down or side view. The frames show a slight movement, so maybe "slight camera shake".

Rule e: Minimal background. The pool is the main setting, so just mention the pool edge.

Rule f: Exclude text recognition, etc. So no names, just describe the scene.

Putting it all together: Start with the woman sitting by the pool, baby on her lap, feet in water, baby splashing, then maybe the other person in the background. The camera has a slight shake.

Wait, the video starts with them sitting, then the baby's feet go into the water, then the baby moves, maybe splashing. So chronological order: sitting, feet in water, baby splashing, then the woman adjusts or interacts. Need to describe the sequence.

Let me structure it:

A woman in a pink shirt and blue jeans sits on a pool edge with a baby in a blue outfit. The baby, seated on her lap, dips bare feet into the water, causing small splashes. The woman holds the baby steady as they interact with the pool. In the background, another person sits further along the edge, legs crossed. The camera maintains a static overhead angle with slight movement.

Wait, but the camera movement: the description says "slight shake" in the rules. Maybe "slight camera shake" instead of static. Let me check the frames again. The video seems to have a slight shake, so maybe "slight camera shake".

Also, mention the spatial relationship: the baby is on the woman's lap, feet in the water. The other person is behind them, sitting on the pool edge.

Avoid mentioning the number of people in detail except main subjects. The main subjects are two: woman and baby. The background person is just there but not essential.

So the caption should start with the main action, then the baby's actions, then the background, then camera.

Let me try:

A woman in a pink shirt and blue jeans sits on a pool edge with a baby in a blue outfit. The baby, seated on her lap, dips bare feet into the water, causing small splashes, while the woman supports the child. In the background, another person sits further along the edge, legs crossed. The camera maintains a slight shake, capturing the interaction from a top-down angle.

Wait, the camera perspective: "top-down" or "overhead". The video shows a view from above but maybe not directly overhead. The user says "slight shake" and "top-down" as an example. The given output example says "slight camera shake" so maybe the camera is static but with a shake.

Wait, the instructions for d) conclude with camera perspective and movement. So maybe "from a slightly shaky overhead angle".

Putting it all together concisely:

A woman in a pink shirt and blue jeans sits on a pool edge with a baby in a blue outfit. The baby, seated on her lap, dips bare feet into the water, creating small splashes while the woman holds the child steady. In the background, another person sits further along the edge with legs crossed. The camera remains slightly shaky and overhead.

Check the rules: chronological order. Yes: sitting, baby dips feet, splashes. Background person mentioned minimally. Camera perspective included. Appearance of main subjects described. Spatial relationships (baby on lap, person behind). Seems okay

The child and woman are moving their feet in the water, creating ripples. The child's feet are the primary moving part, with the woman also moving her feet.

The pool deck background is static. The water shows only minor ripples caused by the subjects' feet, which is not dominant ambient motion (e.g., no flowing water or waves).


Two men in dark coats stand on a platform facing a tent; a boy in blue runs into the frame from the left, approaching the platform. The camera remains static.

A child in blue clothing walks across the scene from left to right, moving independently of background elements. Two stationary adults are present but show no motion.

The background elements (tent structure, ground) remain static and show no fluid/environmental motion (fire, water, smoke, wind). The dark interior area has no visible gaseous or fluid movement.


A man in a dark suit and black pants leans on a black metal railing at the edge of a stone patio, steps over to the other side, walks forward toward a staircase with a red mat, and then dances with outstretched arms across the paved area. The camera follows his movement steadily.

A person in a suit is moving: initially climbing a railing, then walking along a pathway while carrying a bag and gesturing. This is solid, distinct locomotion with visible physical forces (walking, arm movements).

Background elements (walls, railings, stairs) remain static with no uniform shifting or fluid motion (e.g., fire, water, smoke). No dominant ambient environmental motion detected.


A person's hands, adorned with a bracelet, repeatedly strike the leg of a large white animal lying on a surface partially covered by a green cloth; the animal's body is partially obscured by the cloth, and the background features a red wall. The camera remains stationary, capturing a close-up view of the action.

A person (hands visible) is actively cutting a pig using a tool, with discrete motion of hands and tool interacting with the pig's body.

The background includes a red wall and green covering with no uniform shifting or fluid/environmental motion (no fire, water, smoke, wind). Background elements remain stable across frames.


A person in a white short-sleeved shirt with black trim and black pants with white stripes stands in front of a round dark table, stretching a light brown flexible object over the table's surface. They then place the object onto the table, fold it, and adjust its position. The scene includes a whiteboard and a television on a blue stand in the background. The camera remains static, capturing the person from a front-facing perspective.

discrete_object_physics | ambient_environmental | camera_motion | ego_motion | static

Briefly describe what discrete, solid objects are moving.

Background elements (whiteboard and cabinet) are stationary. No fluid or environmental motion observed.


A small boy in a blue shirt and beige pants holds a card while an adult in a red shirt uses clippers on his hair; the boy then steps back, moving away from the adult. The camera maintains a top-down perspective with slight shake.

Two children: one in blue shirt holds/drops a phone-like object, then steps on a black toy; the other in red shirt adjusts the toy and moves away. Motion is caused by deliberate actions (handling objects, stepping).

Background elements (tiled floor, furniture, red box) remain stationary with no uniform shifting. No fire, water, smoke, or wind present in the scene.


A person in a light green shirt removes the cap from a dark bottle held upright in a red bucket, lifts the bottle out of the bucket, and then picks up a clear glass with their right hand. The bottle, with a pink label, is held in the left hand while the right hand holds the glass. The scene occurs on a patterned table against a textured wall. The camera remains steady, focusing closely on the hands and bottle throughout the sequence.

The bottle and glass are moved by the person's hands. The bottle is manipulated (held over bucket, twisted cap, lifted), and the glass is picked up and held. Motion is discrete and controlled by human action.

Background (wall and countertop) is static with no uniform shifting. No fluid/environmental motion (fire, water, smoke, wind) is present. The wall remains fixed, indicating no dominant ambient forces.


A person in a white t-shirt and dark pants stands beside a green pool table, raises a wooden pool cue to strike a white ball, swings the cue forward to make contact, then lowers the cue and adjusts their stance. The scene unfolds in a room with beige walls and a pool table, captured from a static camera angle.

The man moves his arms and pool cue stick in discrete, controlled motions (aiming and striking). The pool ball remains stationary until the shot occurs (not captured in frames).

The background (walls, pool table) shows no shifting or fluid motion. No fire, water, smoke, or wind is present; the environment is static and indoor.


RAW CAPTION: Got it, let's tackle this. First, the video shows a person holding a Bosch drill. The main subject is the person's hands and the drill. The drill is teal and black, with the Bosch logo. The person is inserting a drill bit into the chuck. The text on the screen is about easy accessory change, but we can't mention that per the rules. So focus on the motion: the right hand holds the drill, the left hand brings the drill bit in, inserts it, twists it into place. Then the next part shows the drill bit being removed? Wait, no, the sequence is: first, the hand holds the drill, then the left hand moves to put the drill bit in. Wait, the video starts with hands holding the drill, then the left hand brings the drill bit (like a screwdriver or drill bit) to the chuck, inserts it. The text is "Easy accessory change due to single sleeve chuck" but we ignore that. So chronological order: person's hands, right hand holds drill, left hand approaches with drill bit, inserts into chuck. Then maybe the drill bit is tightened? Wait, the video shows the action of changing the accessory. Let's see: the first frame, hands holding drill, then left hand moves the drill bit to the chuck, inserts it. Then maybe a close-up of the drill bit being secured. But the rules say focus on motion. So the main motion is the person using their left hand to insert a drill bit into the drill's chuck, held in the right hand. Appearance: drill is teal and black, person's hands. Spatial: left hand is bringing the drill bit from the side to the chuck. Then, maybe the drill is held in the right hand, left hand manipulates the bit. Background is blurred, so minimal description. Camera perspective: close-up on the hands and drill, no camera movement mentioned, so maybe static close-up. Let's structure it: A person's hands hold a teal and black Bosch drill in the right hand, while the left hand inserts a drill bit into the drill's chuck, then secures it. The drill is held in front of the person, with the left hand moving the bit into place. Background is blurred. Camera is close-up, static. Wait, the video has a few frames: starts with hands holding drill, then left hand brings bit, inserts, then maybe a quick shot of the bit being in place. But need to keep it concise. So the caption should be: A person's hands hold a teal and black Bosch drill in the right hand; the left hand positions and inserts a drill bit into the drill's chuck, then secures it. The drill is held in front of the person, with the left hand moving the bit toward the chuck. Background is out of focus. Camera maintains a close-up on the hands and drill with minimal movement. But need to follow rules: exclude text, focus on motion chronologically. Let's check the rules again: a) motion and behavior in order. So start: hands hold drill. Then left hand brings bit, inserts. Then maybe the drill bit is now in place. So chronological steps: 1. Right hand holds the drill, left hand holds the drill bit. 2. Left hand moves the drill bit to the drill's chuck. 3. Left hand inserts the drill bit into the chuck. 4. Left hand secures the drill bit. So in the caption: A person's right hand holds a teal and black Bosch drill, while the left hand manipulates a drill bit, inserting it into the drill's chuck and securing it. The drill is held in front of the person, with the left hand moving the bit toward and into the chuck. Background is blurred. Camera focuses closely on the hands and drill with static positioning. Wait, but the rules say "briefly describe their appearance and number (color, size, orientation)". The drill is teal and black. The hands are the main subjects. So:

A person's right hand grips a teal and black Bosch drill, while the left hand positions and inserts a drill bit into the drill's chuck, then secures it. The drill is held in front of the person, with the left hand moving the bit toward and into the chuck. Background is blurred. Camera maintains a close-up view with minimal movement.

But check if "Bosch" is named, but rule f says exclude named characters, so maybe don't mention the brand? Wait, the drill's brand is on it, but rule f says exclude named characters (so brand names). So the drill is just a teal and black power drill. Yes, that's better. So:

A person's right hand grips a teal and black power drill, while the left hand positions and inserts a drill bit into the drill's chuck, then secures it. The drill is held in front of the

Hands and drill are moving as the person inserts and twists the drill bit.

The background is blurred and appears static (no shifting background elements, no fire, water, smoke, or wind).


A person operates a handheld circular saw mounted on a black stand, gripping the saw's handle as the blade spins and moves downward to cut a wooden block. The saw is positioned in front of a red-brick step leading to a white door, with gravel on the ground and a brick wall in the background. The camera remains stationary, capturing the sawing motion from a fixed angle.

The person's hands (a solid object) are moving while operating a machine. The motion is due to the person's physical action.

No shifting background; no fire, water, smoke, or wind detected. The scene is stable with brick wall and steps as stationary background.


A thick, glossy brown sauce swirls in a close-up shot. The sauce is then poured onto a piece of roasted meat garnished with green herbs. A metal spoon lifts and pours the sauce over the meat, followed by the spoon holding the sauce above the meat. Finally, the camera focuses on a wooden surface with the spoon containing the sauce.

Discrete solid objects include a brush applying sauce, a spoon pouring liquid onto salmon, and a hand spreading spices on a board. These objects exhibit motion due to explicit physical actions (stirring, pouring, spreading).

No dominant fluid/environmental motion (fire, water, smoke, wind) observed. Background elements (e.g., wooden board, kitchen surfaces) show no uniform shifting or environmental motion.


A person wearing a gray sleeveless shirt stands behind a table with a water bottle, clear container, and other items. They raise their right hand, bring it to their mouth as if drinking, then move left and exit the frame. The camera remains stationary, capturing the scene from a fixed angle with minimal background details.

A person is moving: reaching for water bottles, drinking, and walking away from the table. The motion is explicit locomotion with clear bounding box tracking.

Background elements (walls, door frames) show no uniform shifting; no fluid/environmental motion (fire, water, smoke, wind) observed.