RAW CAPTION: Got it, let's break this down. First, the video starts with a person in a dark shirt bending over. The background has a mirror, a light source on the left, and some decorative wall patterns. Then, the person stands up, and there's a pink object involved—they seem to be handling it, maybe lifting or moving it. Then they lower their arm. The camera is static, right? Let's check the frames. The camera doesn't move much, so it's a fixed perspective. The person is the main subject, dark clothing, moving from bent to standing, interacting with the pink item. Background elements like the mirror and light are there but not essential for motion. Need to keep it concise, chronological. So the sequence: person bends, stands, handles pink object, lowers arm. Camera is static, top-down? Wait, the first frame shows a top-down view? Maybe not, but the camera angle is fixed. Let's phrase it.

Main subject: a person in dark clothing (size, maybe medium, orientation changes from bent to upright). Motion: bends over, stands up, raises arm with pink object (maybe a pillow or something), then lowers. Spatial: in a room with a mirror and light. Background minimal. Camera is static, fixed position. Let's put it all together.

Wait, the rules say exclude text recognition, named characters, so no names. Focus on motion. Chronological: start with bending, then standing, handling object, lowering. Background: mention mirror and light briefly if essential. But maybe keep background minimal. Let's see.

"Starting with a person in dark clothing bending over a surface, the individual then stands upright, raising a pink object above their head before lowering their arm. The scene occurs in a room with a wall-mounted mirror and a bright light source to the left; the camera remains stationary throughout."

Wait, check the rules: "background descriptions minimal unless essential for understanding motion." So the mirror and light might not be essential here. But maybe the light source is there. Let's make sure.

In the first frame, the light is bright on the left, mirror behind the person. The person moves from bent to standing, handling pink item. The pink item is moved up and down. So chronological: person bends, stands, lifts pink object, lowers. Camera fixed. Let's check the frames. Frame 0: bent. Frame 1: standing, hand up. Frame 2: hand with pink object. Frame 3: still holding. Frame 4: lowering arm. Frame 5: arm down.

So the motion is bending, then standing, then raising arm with pink object, then lowering. The person is in dark clothes, maybe. Size is not specified, but maybe medium. Spatial: the person is in the foreground, room background.

Now, putting it into the caption.

" A person in dark clothing begins bent over, then stands upright while raising a pink object above their head before lowering their arm. The camera remains fixed throughout, capturing the motion against a dimly lit room with a visible mirror and light fixture."

Wait, but need to be concise. Let's trim. "A person in dark clothing bends over, stands upright, raises a pink object above their head, then lowers their arm. The camera stays stationary in a dimly lit room with a mirror and light fixture visible in the background."

But maybe "dimly lit" isn't necessary. Wait, the light source on the left is bright, so maybe the room is partly lit. Let's check. The light is bright on the left, so the room has some lighting. But maybe background minimal. So maybe "The camera remains fixed in a room with a mirror and light fixture to the left."

Wait, rules say "background descriptions minimal unless essential for understanding motion." So if the mirror reflects part of the motion, but maybe not. Let's see. The mirror is there, but the person is moving in front of it. Maybe it's not essential. So maybe omit mirror and light unless necessary. But the bright light on the left is part of the scene.

Wait, in frame 0, there's a bright light on the left, so the room has a light source there. Maybe it's part of the background. Let's include it minimally.

Putting it all together chronologically: person bends, stands, lifts pink object, lowers. Camera fixed.

"A person in dark clothing bends over, then stands upright while lifting a pink object above their head before lowering their arm. The camera remains stationary throughout the sequence in a room with a bright light source visible on the left."

Check the rules:

a) Motion and behavior chronological: yes.

b) Appearance: dark clothing, pink object.

c) Spatial: no specific spatial relationships needed, since it's just the person's motion.

d) Camera perspective: stationary, fixed.

e) Background

A person is moving: adjusting posture, sitting, and moving arms.

Background (wall pattern and mirror) is static with no uniform shift. No environmental fluids (fire, water, smoke, wind) are present.


A person wearing a white shirt, black shorts, and red shoes performs a rotational motion on a circular concrete area. They begin with one arm raised high, then twist their torso and extend the arm in a sweeping motion to the opposite side while maintaining a wide stance. The background features grass and trees with a small shed visible. The camera remains stationary, capturing the full body movement of the individual.

A person is performing a crunch exercise, moving their arms and torso in a rhythmic motion.

Background elements (trees, shed, concrete) are static; no fluid/environmental motion (fire, water, wind) observed.


Five older adults sit around a green mahjong table; a person on the right moves a tile toward the center, followed by another player from the front reaching to pick up a tile. The individual in a brown jacket adjusts tiles on the table while others observe. The camera maintains a top-down perspective with no movement throughout.

Discrete solid objects (people) are moving their hands and upper bodies to interact with the table (e.g., moving cards, chips, or table surface).

Background elements (wall, ground) are consistent across frames with no shifting or fluid/environmental motion (e.g., no fire, water, smoke, or wind-driven effects).


The video opens with a dark stage illuminated by red lighting, showcasing a band of musicians in red shirts and black pants playing guitars, drums, and bass. As the scene progresses, two dancers in red shirts and black pants enter from the right, moving energetically across the stage with dynamic steps and kicks. Additional dancers join, advancing in front of the seated band, which maintains its position. The camera pans left, following the dancers’ movement, with a slight shake, while the background remains dark to emphasize the red-lit performers.

Discrete solid objects: dancers (people) moving via locomotion (stepping, swaying), musicians (people) performing with instruments (guitars, drums).

Background elements (dark stage backdrop, red floor) are static with no uniform shifting; no fire, water, smoke, or wind present.


A person's hands manipulate the strings and fretboard of a dark-colored electric guitar, with the left hand pressing frets and the right hand strumming or plucking. The guitar is held horizontally against the person's body, positioned in front of them. The camera maintains a close-up, static shot focused on the hands and instrument throughout.

The person's hands and guitar are moving, with the hands performing strumming and fretting actions on the guitar.

Background is static (no shifting walls or environmental elements like fire/water/smoke).


A woman in a white tank top and pink shorts walks toward black step platforms, steps onto one, steps off, and moves right. A person in a red shirt and dark pants approaches the platforms, steps onto one, and steps off. The woman continues moving while the person in red also steps off. The camera follows the subjects’ motion with a steady, slightly panning view.

Two solid, distinct objects (people) are moving: a foreground person in a white top and pink shorts performing step aerobics, and a background person in red attire also engaging in similar exercise movements. Their motion is deliberate locomotion due to physical exertion.

The background features stationary windows with trees visible outside, showing no signs of fire, water, smoke, or wind. Trees are static relative to the building, indicating no dominant fluid/environmental motion.


RAW CAPTION: Got it, let's tackle this captioning task. First, I need to follow all the rules. Let's look at the video frames.

Frame 0: Shows a child's legs on a scooter. The scooter has green and white parts, child is wearing socks with patterns, shoes. Background is pavement and some greenery.

Frame 1: Child standing against a textured wall, wearing a black and yellow shirt with "SAMSUNG" (but rule f says exclude text recognition, so maybe just mention the shirt colors? Wait, rule f says exclude text recognition, so maybe don't mention the text. Wait, the instruction says "Exclude text recognition, named characters, or stylistic analysis." So for the shirt, since it's text, I should just describe the colors: black and yellow shirt.

Frame 2-3: Same child standing against the wall, maybe adjusting position. Frame 4: Back to scooter, child riding. Frame 5: The scooter is moving, child's legs on it.

Now, chronological order. The video starts with the child on the scooter (legs, pavement, green scooter), then cuts to the child standing against the wall (black and yellow shirt), then the child is still there, then back to scooter. Wait, the frames are: 0 (scooter), 1 (wall), 2 (wall), 3 (wall), 4 (scooter), 5 (scooter). Wait, the given video has 6 frames? Wait, the user provided <0.3 seconds> to <5.7 seconds> as the video.

Wait, let's parse the input. The user has a list of frames:

- [0.0]: Child's legs on scooter, green and white, pavement background.

- [0.3]: Child standing against textured wall, black and yellow shirt.

- [0.6]: Child standing against wall.

- [0.9]: Child standing against wall.

- [1.2]: Child standing against wall.

- [1.5]: Child on scooter (legs, green scooter).

Wait, no, the user provided the frames as:

<0.3 seconds> [scooter legs]

<1.4 seconds> [child against wall]

<2.5 seconds> [child against wall]

<3.6 seconds> [child against wall]

<4.7 seconds> [scooter legs]

Wait, the user's input shows:

First frame: child on scooter (legs, green scooter)

Second: child against wall (black/yellow shirt)

Third: same as second

Fourth: same as second

Fifth: child on scooter (legs, green scooter)

So the sequence is: scooter → wall → wall → wall → scooter.

Now, the caption needs to be chronological.

Let's structure it:

Start with the first action: child riding a scooter (legs on green and white scooter, pavement background). Then cut to child standing against textured wall (wearing black and yellow shirt), standing in place. Then back to child riding scooter.

Now, check rules:

a) Motion and behavior: first, child is on scooter (riding), then standing, then riding again.

b) Appearance: child (legs, socks, shoes on scooter; black/yellow shirt against wall).

c) Spatial: when on scooter, legs on scooter; when against wall, standing in front of wall.

d) Camera: first frame is low angle (legs), then medium shot (child against wall), then back to low angle (legs on scooter).

e) Background minimal: pavement in first and last, textured wall in middle.

f) Exclude text: shirt has "SAMSUNG" but we don't mention text.

g) Don't output reasoning.

So the caption should be:

A child's legs are positioned on a green and white scooter while riding on a paved surface. The camera then shifts to show the child standing still in front of a textured wall, wearing a black and yellow shirt. The scene returns to the child's legs on the scooter, continuing to ride.

Wait, check if it's chronological: first scooter, then wall, then scooter.

Yes.

Now, check for conciseness. "Child" is the main subject, single subject.

Check rules:

- Motion: riding (first), standing (middle), riding (last).

- Appearance: green/white scooter, black/yellow shirt.

- Spatial: on paved road, in front of textured wall.

- Camera: low angle (first and last), medium shot (middle).

- Background minimal: pavement, textured wall.

- No text, no names.

Let me draft:

The video begins with a child riding a scooter, legs positioned on the green and white deck on a paved surface. It then cuts to the child standing still against a textured wall, wearing a black and yellow shirt. The scene returns

A boy in a black and yellow soccer jersey walks and turns away from the wall; the scooter in the first scene is stationary.

The background elements (asphalt and concrete wall) are static in both scenes; no fluid or environmental motion (fire, water, wind) is present.


A person in a leopard print top gestures toward a snowman-shaped cupcake with white icing, a carrot nose, and black details, positioned on a wooden board; their hands move toward and then away from the cupcake, after which the person stands and the camera pulls back to show a kitchen counter with additional items.

The person's hands and body exhibit movement (gesturing and stepping back), while the cupcake and cutting board remain stationary.

Background elements (countertop, cabinets, kitchen items) remain static and do not exhibit uniform shifting; no fire, water, or smoke is present.


A person uses a brush to apply paint to a white bottle adorned with pink and red floral designs, holding the bottle with their left hand while the brush moves in smooth strokes along its surface. To the left of the bottle, a small glass dish containing a white substance and scattered paint remnants sits on a tablecloth featuring large pink and red floral patterns. The camera maintains a static top-down perspective throughout, focusing on the hands and the painting process.

A person's hands are actively manipulating a paintbrush against a cylindrical bottle, with visible motion of the brush and hand movements.

The tablecloth with floral patterns and the glass container with a white substance remain stationary; no fluid motion (fire, water, smoke) or wind-driven movement is present.


Hands manipulate a small red circular object with a greenish base, pressing and adjusting it onto a textured yellow spherical object resting on a white cloth. The right hand holds the red object while the left hand guides its placement, with patterned fabric visible in the background. The camera maintains a close-up, static perspective focused on the interaction between the hands and the objects.

Hands press a red circular object downward onto a yellow textured ball; the red object undergoes discrete downward motion due to direct physical force from the fingers.

The background consists of a static white surface and patterned fabric with no shifting elements or fluid motion (fire, water, smoke, wind). Background remains uniform and unmoving throughout.


A person in a dark shirt plays a golden saxophone, tilting their head initially before bringing it to their mouth to blow. After playing, they lower the instrument and wave their hand. The scene occurs indoors against a plain wall; the camera remains static with slight movement.

The person (discrete object) is moving their head and manipulating the saxophone, including lifting and positioning the instrument.

Background elements (walls, door) remain static with no shifting or fluid motion (e.g., no fire, water, or smoke).


A pair of hands adjusts a yellow bikini bottom on a person's lower back as the individual lies prone; the hands pull and position the fabric, then the camera widens to show the person fully reclined on a light-colored surface, transitioning from a close-up to a broader top-down view.

The masseuse's hands and a massage tool are moving over the recipient's lower back and hip area, applying pressure and performing massage motions. The recipient is stationary.

The background (tiled floor, massage table) is static with no shifting or environmental fluids (fire, water, smoke, wind) present. The motion is not ambient.


Two individuals, one in a red shirt and black shorts with white shoes, the other in a dark blue shirt and dark shorts with dark shoes, play squash in an indoor court. Initially, the red-shirted player stands near the left wall while the blue-shirted player is near the right wall. They move across the court, the red-shirted player advancing toward the center before the blue-shirted player steps forward. The players alternate positions, with the blue-shirted player eventually moving closer to the camera as the red-shirted player retreats. The camera remains stationary, capturing their movements in a well-lit enclosed space with wooden flooring and white walls.

Two people using rackets to hit a squash ball, with movements driven by explicit physical interactions (racket swings, ball collisions).

Background elements (walls, floor) show no uniform shifting or fluid motion; no fire, water, or smoke present.


A man wearing a beige hat, checkered jacket, beige pants, and white shoes stands beside a tree on a paved plaza with a metal bowl on the ground. He raises his right hand, then gestures with both hands while performing a trick, as pedestrians walk past in the background. The camera remains stationary, capturing him from a frontal view.

People walking in the background are moving due to locomotion; the statue is static.

The background (buildings, tree) is static with minor sway due to wind, but dominant motion is from people walking (discrete objects). No fire, water, smoke or wind dominates.


A person wearing a black t-shirt, camouflage pants, and black boots stands in front of a white garage door. Initially with hands on hips, they shift to position hands at their sides. The camera remains stationary throughout, capturing the individual's upright stance against the static background.

A person standing in front of the garage door is making subtle movements (adjusting posture, shifting weight, moving hands).

The background (garage door and ground) shows no shifting or environmental effects. No fire, water, smoke, or wind observed.


A group of approximately twenty people, wearing casual and athletic attire in various colors, stand on a sandy field. As the sequence progresses, individuals begin moving: a person in a white shirt runs leftward, while others in blue and yellow attire advance toward the center. The crowd gradually disperses, with some members running in opposite directions. The camera pans left, capturing the dynamic movement of the group against a backdrop of distant buildings and a green fence.

Discrete objects include the batter, the ball, and fielders moving due to physical forces (swing, throw, run).

The background (trees, buildings) is stable with no uniform shifting. No dominant ambient environmental motion (fire, water, wind) is visible.


A person wearing black gloves uses a vacuum cleaner with a white brush attachment to clean the gray carpeted floor of a vehicle, moving the vacuum attachment from the front seat area toward the rear. The individual manipulates the tool over the floor panels and seat bases, adjusting its position to reach various surfaces. The camera maintains a close-up view, focusing on the vacuuming motion and the surrounding car interior components.

The vacuum cleaner is actively moved by a gloved hand across the car floor, demonstrating solid object motion due to physical forces (person pushing it).

The car interior background remains static throughout the main segment (0.5-5.0 seconds); no ambient environmental motion (e.g., fire, water, smoke) is present.


A person wearing a black shirt and a red bracelet manipulates a white cylindrical object with both hands at a light-colored table, twisting and moving it in front of the camera. The hands shift positions, blurring slightly as the object is rotated and repositioned, with the upper body remaining out of focus against a plain light background. The camera maintains a static top-down perspective throughout.

The person's hands manipulate a pen and a ruler-like object, exhibiting controlled, deliberate motion consistent with physical handling rather than environmental forces.

The background (plain wall and table) remains static with no shifting, fluid motion, or environmental effects (e.g., fire, water, smoke, wind). No ambient elements dominate the scene.


A person with dark skin, wearing a blue tank top with red straps, cuts a thread on a wooden loom using scissors. The camera begins with a top-down close-up of the hand holding the thread, then shows the scissors severing the thread as the person manipulates the loom; finally, the camera pulls back to reveal the individual standing in front of the loom, adjusting the threads.

A person is actively cutting ropes with scissors, with hand movements and rope manipulation being the primary discrete object motion.

Background elements (metal bars, bamboo) show no uniform shifting; no fire, water, or wind-driven motion detected.


A person wearing a white t-shirt works at an outdoor wooden table, using a tool on a light-colored block. They lift a wooden mallet and strike the tool, adjusting their grip. Various tools and a wooden bottle are positioned on the table. The background shows green foliage. The camera maintains a static perspective.

A person (discrete object) is manipulating objects (e.g., a mallet and a block) on a workbench; their hands and tools exhibit controlled, deliberate movements.

Background consists of static trees and wire; no significant fluid or wind-driven motion observed. Background elements remain consistent without uniform shifting.


A girl in a purple dress and white shoes stands holding a branch, while a boy in a green shirt and beige shorts walks toward the camera. The camera follows their movement with a slight pan left, capturing the boy moving closer to the foreground as the girl remains stationary to the left in a grassy area.

Two children (a girl and a boy) are moving by walking; the girl holds a stick and the boy holds greenery. Their motion is due to their own locomotion and is distinct and solid.

The background consists of static elements (grass, trees, road) with no dominant fluid or environmental motion (e.g., wind, water) that shifts uniformly. Leaves show minor movement but is not dominant.


A girl with long brown hair sits on a bed, wearing a pearl necklace. An arm enters the frame from the left, adjusting the necklace around her neck; the hand moves the necklace upward and then away. The girl looks up, smiles, and leans forward, bending toward the camera. The camera remains static throughout, capturing the scene from a fixed position.

An arm (discrete object) moves to adjust the hair of a seated person, followed by the seated person's head and upper body movement. Both motions are solid, distinct, and result from explicit physical interaction (hair adjustment and reactive head movement).

The background (bed, nightstand, wall with wave pattern) remains static with no shifting or fluid motion (fire, water, smoke, wind). No environmental effects dominate the scene.


A person in a white tank top and colorful shorts walks forward in a hallway, trailed by a small black cat. The person moves toward a door, opens it, and enters, with the cat following into the doorway. The camera remains stationary with a slight shake throughout the sequence.

The woman and the black cat are the discrete moving objects. The woman walks toward a door, turns, and enters a hallway, while the cat follows her movement. Both motions are solid, distinct, and self-propelled.

The background consists of static white walls and tiled flooring with no shifting or fluid motion (e.g., fire, water, smoke). No environmental elements exhibit significant motion.


People (dancing) are the moving discrete objects. Their motion is due to locomotion (dancing) and can be tracked with bounding boxes.

The background (walls, ceiling lights, chandeliers) appears static and does not shift uniformly. No fire, water, smoke, or wind is visible.


A person wearing a bright yellow high-visibility vest, blue hard hat, and white face mask stands in front of a large wall with a square vent, operating a high-pressure water hose to spray water onto the wall, creating a mist. The individual adjusts their stance and hose position slightly while continuing the spraying motion. The camera remains stationary, capturing the scene from a medium distance with minimal background details.

A person in a high-visibility vest and blue helmet is actively spraying water onto a wall using a hose, with visible motion in their arm and body position.

The background (white wall, ground, and plants) shows no uniform shifting, and while water is being sprayed, it is an action-driven fluid motion controlled by the person rather than dominating the scene as ambient environmental motion.


A person wearing a white and navy raglan sleeve shirt sits on a red couch, initially facing forward. They then tilt their head downward, extend their right hand toward a table in front, and reach for an object. To the right, another individual in dark clothing is partially visible. The camera remains stationary, maintaining a close-up view of the first person and the table.

A person's hand (discrete solid object) moves to interact with a snack package on the table, demonstrating explicit physical action (reaching/picking).

The background (red couch, static wall, and person in blue shirt) remains uniformly still throughout the frames. No fluid/environmental motion (fire, water, smoke, wind) is present.


A girl with long brown hair, wearing a dark blue top with white patterns, sits on a beige couch. She holds a small object in her right hand, then crosses her arms over her chest while keeping the object in her left hand. A black vertical structure is visible behind her. The camera remains stationary throughout.

The girl is moving her hands and adjusting objects (e.g., glasses, blue item), with no fluid/environmental motion in the scene.

Static couch and wall with no shifting or fluid motion (fire, water, wind).


A person in black sportswear and white sneakers runs across a blue indoor court with yellow and red lines, then stops and walks toward a group of several people in the background. The camera remains stationary throughout the sequence.

A single skater moves across the ice rink in a linear path, with additional distant figures moving minimally. The skater's motion is clearly tracked through distinct locomotion (skating) with visible friction and balance adjustments on the solid ice surface.

The ice rink background (walls, ceiling lights, and ice surface) shows no fluid motion or environmental disturbances. Static elements remain fixed without uniform shifting, indicating no fire, water, smoke, or wind dominance. The environment is controlled and solid.


A person wearing a white beekeeping veil, brown jacket, blue jeans, and white gloves crouches beside a green beehive box resting on a stone base. The individual uses a yellowish hive tool to interact with the hive's exterior, moving the tool against the hive's surface in a controlled motion. The background consists of dry leaves and sparse tree branches. The camera maintains a stationary, eye-level perspective throughout, capturing the person's actions from the front.

A person in beekeeping gear manipulates a tool while interacting with a beehive box; the person's hands and tool exhibit discrete movements.

Background elements (trees, ground) show no uniform shifting; a small fire is present but not dominant in motion.


A person with blonde hair, wearing a beige sweater and gold hoop earrings, looks to the side, then adjusts a necklace with their right hand before using a makeup brush on their chin. The camera maintains a close-up, static perspective.

A human subject (woman) moves a makeup brush across her face; discrete solid objects (brush, hand) exhibit controlled motion due to deliberate physical action.

Background elements (door, poster) remain static with no shifting or fluid motion; no fire, water, smoke, or wind present.


A pair of hands manipulates a red cylindrical object with a metal-bladed knife; the left hand holds the red object while the right hand uses the knife to slice it, causing small fragments to fall onto the speckled surface. A black circular fan-like object rests in the bottom right corner. The camera remains stationary, providing a top-down view of the action.

Hands and a red object (pen-like) are moving as the knife is used to cut or trim the red object. The motion is due to explicit physical action (cutting).

Background is static (light floor and black basket). No shifting background or fluid/environmental motion (fire, water, wind) observed.


A person in a checkered shirt irons a garment on an ironing board, then leans back with their mouth open before resuming ironing. The camera alternates between wide shots of the person at the ironing board and close-ups of their face and hands.

A person (discrete object) moves through the scene: leaning forward, turning head, moving away from the camera, and then re-entering the frame.

Background (wallpaper, clothes) remains static with no shifting. No fluid/environmental motion (fire, water, wind) observed.


A shirtless person with long hair tied in a braid and colorful floral shorts stands facing a light-colored wall, adjusting their hair. They bend forward to pick up a red object from a hook mounted on the wall, then straighten up while continuing to adjust their hair. The camera remains stationary throughout.

A person (discrete solid object) is actively moving their hands to tie hair, with clear locomotion of limbs and torso.

Static background elements (walls, door) show no shifting or fluid motion; no fire, water, or wind present.


A man in a white shirt, red cap, and sunglasses hanging from his neck walks forward while being escorted by multiple officers wearing bright yellow reflective vests, black uniforms, and red-accented caps. The officers flank the man as they move along a path, with trees and open space in the background. The camera follows the group closely, maintaining a steady perspective with slight movement as the subjects advance.

The man and multiple police officers are moving together as a group, walking along a path. The motion is due to their locomotion and is easily trackable with bounding boxes.

The background consists of stationary trees and a road with no significant wind-driven motion or fluid effects. No fire, water, smoke, or dominant ambient phenomena observed.


A person wearing a pink shirt with black stripes and a red cap crouches beside a light brown camel, using a tool to work on the camel’s lower leg. The individual maneuvers the tool with both hands, adjusting its position on the camel’s hoof while the camel remains stationary. The camera shifts angles slightly to capture the close-up interaction, focusing on the person’s hands and the camel’s leg, with dry grass and a brick structure visible in the background but not emphasized. The perspective remains close to the subjects throughout the sequence.

A person in pink clothing and red hat interacts with a camel's leg using a tool, showing discrete hand movements while the camel remains stationary.

Brick wall and ground are static; no shifting backgrounds or fluid/environmental motion (fire, water, wind) observed.


RAW CAPTION: Okay, let's see. I need to create a caption for this video based on the provided frames. The user wants a concise, chronological paragraph focusing on the main subjects' actions.

First, looking at the video frames. The first frame is a bit blurry, showing a person in a kitchen setting. Then the next frames show a person pouring liquid from a metal pitcher into a cup. There's a cup of coffee already there with foam, maybe a cappuccino. The person is using their hands: one holds the cup, the other pours milk or cream into it.

So the main subject is the person, wearing a black shirt. They're holding a white cup with a saucer, and pouring from a silver pitcher. The cup is in their left hand, pitcher in the right. The background has a counter with other items like a blender, cups, maybe a napkin dispenser. But the rules say to keep background minimal unless essential. So maybe just mention the counter and some equipment.

Chronological order: The person starts with the cup, then pours the liquid into it. The action is pouring milk into the coffee. The camera seems to be static at first, then maybe a slight shake as it moves closer? The user says to mention camera perspective and movement. The first frame is blurry, then it focuses on the hands and the pouring action. So maybe the camera is handheld, with a slight shake.

Wait, the output format says to conclude with camera perspective and movement. So after describing the actions, add that the camera is handheld with a slight shake.

Let me check the rules again. Rules a) focus on motion in chronological order. So start with the person holding the cup, then pouring. Mention the appearance: black shirt, white cup, silver pitcher. Spatial: the pitcher is in the right hand, cup in left. Background minimal, maybe "counter with coffee-making equipment."

Wait, the user says "exclude text recognition, named characters, etc." So don't mention any specific brand names. Just "coffee-making equipment" maybe.

Putting it all together: A person in a black shirt pours white liquid from a silver pitcher into a white cup held in their left hand, while a prepared coffee cup with latte art sits to the left on a dark counter. The camera remains handheld with a slight shake.

Wait, the first frame is blurry, but the video starts with the person pouring. Let me check the timestamps. Frame 0: blurry. Frame 1: person holding cup. Frame 2: same. Frame 3: pouring. So the main action is pouring. So the caption should start with the pouring action.

Wait, the video starts with a blurry shot, then cuts to the person pouring. So the chronological order is: the person holds the cup, then pours the liquid. So the caption should describe that sequence.

So: A person wearing a black shirt holds a white cup in their left hand and pours white liquid from a silver pitcher into the cup, with a prepared coffee cup sitting to the left on the counter. The camera maintains a handheld perspective with slight movement.

Wait, the user says "conclude with camera perspective and movement". So maybe: "A person in a black shirt pours white liquid from a silver pitcher into a white cup held in their left hand, with a prepared coffee cup visible to the left on the counter. The camera remains handheld with slight shake."

Check for minimal background. The counter has other items, but the rule says to keep background minimal unless essential. So maybe just mention the counter. The other items (blender, napkins) are in the background, but since they're not essential, maybe omit them. But the user says "if relevant". Hmm. The main action is pouring, so the counter is where the action is happening, so it's relevant. But maybe just "dark counter" as in the frames.

Also, the person's hands: "a person in a black shirt" (no full body, just the arms), "holds a white cup in their left hand", pours from the pitcher. The cup already has some liquid, and milk is being added.

Another point: the video starts with a blurry shot, but the first frame is part of the video. But in the caption, we need to describe the main action, so maybe the blurry part is the initial setup. But the user says "chronological paragraph", so starting from the action. Since the video starts with the blurry frame, but then shows the pouring, perhaps the caption starts with the pouring action as the main focus.

Wait, the user says "focus primarily on the motion and behavior of main subjects in chronological order." So the main subject is the person pouring. So the caption should describe that action.

Possible caption:

A person in a black shirt holds a white cup in their left hand and pours white liquid from a silver pitcher into the cup. A prepared coffee cup

A person's hands and arms are moving, pouring milk from a pitcher into a cup. The pitcher and cup are solid objects being manipulated.

The background (counter and coffee machine) is stable with no uniform shifting. No fire, water, smoke, or wind dominates; the pouring of milk is controlled and discrete.


RAW CAPTION: Okay, let's tackle this video caption request. First, I need to understand the rules properly. The user wants a concise paragraph in chronological order, focusing on the main subjects' actions and movements. The main subjects here are an adult and a baby.

Looking at the video frames: the adult is feeding the baby with a bottle. The baby is lying down on a colorful blanket with cartoon characters. The adult is holding the bottle, tilting it to feed the baby. The baby is looking up at the adult. The camera seems to be stationary, maybe a close-up shot from a fixed position.

Need to check if the background is essential. The blanket has cartoon prints, but the rules say minimal background unless essential. Since the baby is on the blanket, maybe mention it's a colorful blanket but not too detailed. The adult is wearing a white shirt. The baby has a pacifier? Wait, in the frames, the baby has a pacifier in their mouth? Wait, no. Wait, the baby is being fed from a bottle, but in some frames, maybe there's a pacifier. Wait, looking back: the first frame shows the baby with a pacifier, then the bottle is brought to the baby's mouth. Wait, the video shows the adult holding the bottle and feeding the baby. The baby's mouth is on the bottle. The baby is looking at the adult while being fed.

So the chronological order: adult holds the bottle, brings it to the baby's mouth, baby drinks. The baby is lying down, adult is next to them. The camera is static, close-up. The background is a colorful blanket with cartoon characters, but maybe mention "colorful blanket" as minimal.

Check the rules: exclude text recognition, named characters. So no mentioning specific cartoons. Just say colorful blanket. The adult is male, white shirt. Baby is lying down, wearing a white shirt maybe? Wait, the baby is on a blanket, the video shows the baby in white clothes. But maybe not necessary. The rules say to mention appearance and number, but keep it concise.

Wait, the user says "Briefly describe their appearance and number (color, size, orientation)." So the adult is wearing a white shirt, maybe short hair. Baby is lying down, perhaps in a white outfit. But maybe just say "an adult in a white shirt" and "a baby".

Wait, the output must be in chronological order. So the sequence of actions: the adult is holding the bottle, then the baby is drinking, then maybe the bottle is moved away? Wait, the frames show the adult's hand holding the bottle, feeding the baby. The baby is sucking on the bottle. The camera is focused on the interaction.

So the caption should start with the adult feeding the baby, then the baby drinking, maybe the bottle being lifted slightly. But need to be concise. Maybe: An adult in a white shirt holds a bottle to a baby lying on a colorful blanket. The baby, wearing a white garment, drinks from the bottle while looking at the adult. The camera remains stationary in a close-up position.

Wait, but the rules say to focus on motion and behavior in chronological order. So maybe start with the action: The adult holds a bottle and brings it to the baby's mouth. The baby drinks from the bottle while looking up at the adult. The camera stays fixed on the interaction.

Check if spatial relationships are needed. The adult is next to the baby, the baby is lying on the blanket. Maybe "an adult sits beside a baby lying on a colorful blanket." But the user says minimal background. Maybe just mention the blanket as the setting.

Let me check the sample output. Wait, the user didn't provide a sample, but the rules say "keep background descriptions minimal unless essential". The blanket is the main background here, so it's essential for context.

So putting it all together: An adult in a white shirt holds a bottle to feed a baby lying on a colorful cartoon-patterned blanket. The baby, dressed in white, drinks from the bottle while looking at the adult. The camera remains stationary in a close-up view.

Wait, the rules say to exclude text recognition, so no mention of "cartoon-patterned" but just "colorful blanket". Wait, the blanket has cartoon characters, but the rule says exclude named characters, so just "colorful blanket with cartoon designs" but maybe too much. The user says "minimal unless essential". The context of the scene is a baby on a blanket, so the blanket is part of the setting.

Wait, the user's example in the problem statement shows the blanket has cartoon characters, but the caption should not mention specific characters. So "colorful blanket with cartoon characters" is okay, but maybe just "colorful blanket" as minimal.

Hmm. Let me check the example in the problem. The problem states the user's example has "

An adult is holding a baby bottle and moving it to feed a baby, while the baby's head and body exhibit slight movements consistent with feeding action. Both subjects are solid objects with motion driven by explicit physical interaction (feeding).

The background consists of a static colorful blanket with cartoon characters; no shifting backgrounds or fluid/environmental motion (fire, water, smoke, wind) is observed.


The video begins with a close-up of a dessert on a white plate with caramel drizzle. A hand pours caramel over a dessert topped with whipped cream and chocolate shavings. Next, a fork cuts into a layered dessert, revealing its interior. Then, a spoon scoops a portion from a baked dish with sauce and potatoes. Finally, a hand serves dessert from a small container using a spoon, all captured in close-up shots throughout.

Hands placing marshmallows, sauce, and other food items on desserts; discrete solid objects (marshmallows, sauces, food portions) being moved by explicit human action.

Background elements (kitchen surfaces, plates, other dishes) show no uniform shifting, with no fire, water, smoke, or wind present.


tags. Don't include any extra text. Let me structure it:  A baby in light blue pajamas lies on a bed, holding a pink and white stuffed toy. The baby turns its head to the right, then left, while the toy shifts in their grasp. The camera remains top-down with slight movement.  Wait, but the rules say to mention spatial relationships if relevant. Maybe "the stuffed toy is held in the baby's right hand". But in the video description, the baby starts with the toy near their face, then moves. Let me check the video frames again. The first frame shows the toy close to the baby's face, then the baby moves, the toy is still there. Maybe the baby's hand moves the toy. The caption should be chronological: starting position, then movement.  Wait, the user's example says "baby lying on a bed, wearing light blue pajamas. The baby turns its head to the right, then left, while holding a pink and white stuffed toy." But need to check the exact actions. The video shows the baby moving their head from left to right, maybe. Also, the baby's hand moves the toy, perhaps.  Wait, the video starts with the baby holding the toy, then the baby looks up and moves their head. The captions should be in order: baby lies on back, holds toy, head turns to the right, then to the left. The background is the bed, maybe a blanket. Camera is handheld with slight shake.  Okay, let me draft:  A baby in light blue pajamas lies on a bed, holding a pink and white stuffed toy. The baby turns their head to the right, then left, shifting the toy slightly. The camera remains top-down with minimal movement.  Check if it's chronological: starts lying, then turns head. Yes. Mention the toy's color, baby's pajamas. Spatial: toy in hand, head movements. Camera perspective: top-down, minimal movement. Background is minimal, so no need to describe. Exclude text, no names. Looks good. </think>  <caption_output>A baby in light blue pajamas lies on a bed, holding a pink and white stuffed toy. The baby turns their head to the right, then left, shifting the toy slightly in their grasp. The camera remains top-down with minimal movement.

The baby is moving actively (crying, raising limbs) as a solid object due to intrinsic physical forces.

The bed and pillows in the background are stationary; no fluid motion (fire, water, smoke) or wind-driven movement is present.


Two people construct a sandcastle on a snowy beach. The individual in dark shorts crouches to shape the base, while the person in a black shirt with yellow patterns stands on the structure. As the camera pans right, the sandcastle’s multiple towers and detailed features become visible, showing progress in the construction.

Two people are present: one crouching near the snow structures (likely shaping or adjusting them) and another standing nearby. Their movements are deliberate, consistent with manual manipulation of the snow.

The snow-covered ground and static structures (blue object, snow formations) show no uniform shifting or fluid motion; no fire, water, or wind effects are visible.


Several people are in the ocean, with one standing on a surfboard while others swim and wade. The surfboard rider moves forward, and the group shifts positions in the water. The camera pans slightly left as the subjects move across the frame.

Discrete human figures are moving through the water, exhibiting locomotion (swimming/wading) with visible positional changes relative to the static horizon.

The sea horizon remains stable with no uniform shifting, indicating no camera-induced background motion. Gentle water ripples are present but do not dominate the visual scene.


A person wearing a light gray shirt and dark pants pushes a green van from behind, steps back, and then resumes pushing. The individual moves in front of the van's rear wheel, maintaining a bent posture during the effort. The camera remains stationary throughout.

A person is actively pushing a stationary green van, with visible motion from their body posture and position changes. The van's rear remains mostly static, indicating external force application from the person.

The background (trees, structure) shows no uniform shifting or environmental fluid motion (e.g., wind, water, smoke). Static background elements remain consistent across frames.


In a dimly lit interior, two individuals are visible: one near a yellow wall with a framed picture, the other at a counter. The person on the left stands and moves slightly, while the right individual gestures with their hands. The camera pans left and right with a slight shake, capturing their movements against the dark background.

Discrete solid objects (people) are moving: individuals interact at tables, shift positions, and exhibit locomotion (e.g., leaning, standing, approaching others).

Background elements (walls, ceiling fixtures) show no uniform shifting; no fire, water, smoke, or wind present in the scene.


A person wearing a yellow and black striped vest applies material to a light brown wall using a tool, moving their arm in a circular motion, then steps back and gestures toward the wall. The camera, handheld with slight shake, captures the scene from a tilted perspective.

A person in a yellow safety vest moves their arm to apply material to the wall and gestures, exhibiting discrete locomotion and manual actions.

The background (wall and window) shows no uniform shifting or fluid motion; static elements remain consistent with no fire, water, smoke, or wind visible.


A person wearing a wolf mask and gray patterned coat stands initially, then a second person in a brown coat and hat enters from the left while holding an object. The two individuals stand close together, with the second person gesturing and the first person making hand movements toward them. The camera remains steady with minimal movement throughout.

Two people: one in a mask with a patterned outfit and another in a military uniform. The masked person bends down and stands up, while the military uniform person leans towards and then steps back from the masked person.

The background is a static wall with no shifting or environmental motion (fire, water, smoke, wind).


Two men balance on a slackline. The left man (wearing a blue vest and dark pants) steps off to the left, while the right man (in a dark shirt, light jeans, and blue beanie) jumps upward with arms raised, then lands back on the slackline with arms extended for balance. The camera remains stationary, capturing the action from a frontal perspective.

Two people on a platform: one (left) swinging a bat and moving, the other (center) swinging a bat and stepping. Motion is due to explicit physical forces (swinging and stepping).

Background (trees, fence, road) appears static. Trees show minimal wind-induced swaying, but this is not dominant. No fire, water, or smoke observed.


A person wearing a light blue shirt and dark pants bends over near a red brick wall, picks up a large white board, holds it up to display its surface, and then places it down beside the wall. The camera remains stationary with a slight shake, capturing the person’s actions against the brick wall and tiled ground.

A person (wearing blue shirt and dark pants) manipulates solid objects (e.g., rectangular tiles/boards) through deliberate hand movements while working near the wall.

The brick wall and tiled floor background remains fixed with no uniform shifting; no fire, water, smoke, or wind effects observed.


A small baby wearing a white bib opens their mouth, yawns with eyes closed, then turns their head to look to the side. An orange object is visible to the left. The camera remains steady in a close-up shot.

The baby exhibits discrete physical motion: yawning (mouth opening wide) and turning its head to the side, representing solid-object locomotion due to physiological actions.

The tiled wall and orange object in the background remain static with no shifting or fluid motion (no fire, water, smoke, or wind effects observed).


RAW CAPTION: Okay, let's tackle this video caption. First, I need to understand what the user is asking for. They want a concise, chronological paragraph that describes the video following specific rules. The main points are to focus on motion and behavior of the main subjects, mention appearance and number, spatial relationships, camera perspective, and keep background minimal.

Looking at the video frames provided. The main subject is a person playing a keyboard. The person is wearing a red shirt and blue jeans, with a bracelet on their wrist. They're using both hands to press the keys. The keyboard is a Casio, as seen from the logo, and it's a standard piano-style keyboard with black and white keys.

The video starts with the person's hands on the keys, then in the next frames, they move their hands around the keys. The camera seems to be focused on the keyboard and hands, maybe shifting slightly. The background is a bit blurred, but it's indoors, maybe a room with some furniture.

I need to describe the sequence in chronological order. The person starts playing, then maybe adjusts their position, moving hands across the keys. The camera perspective is close-up, maybe from the front or slightly above. The background isn't important, so I should skip details about the room.

Wait, the rules say to mention spatial relationships if relevant. So the person is seated in front of the keyboard. The keyboard is the main object, and the person's hands are moving over it.

Also, the user said to exclude text recognition, so no need to mention the brand name unless it's part of the motion. But in the frames, the Casio logo is visible, but maybe the user wants to avoid that. However, the task says to describe appearance, so the keyboard's color (gray) and the person's clothing (red shirt, blue jeans) should be included.

Check the rules again: appearance and number. The person is one individual, so "a person" or "an individual". They're wearing red top and blue jeans, with a bracelet. The keyboard is gray with black and white keys.

The camera movement: the frames show the camera moving slightly from left to right, maybe a pan. The perspective is close-up, focusing on the hands and keyboard.

So putting it all together: A person in a red shirt and blue jeans sits in front of a gray keyboard, their hands moving across the keys. The camera remains close-up, shifting slightly to follow the hands, capturing the motion of pressing keys. Background details are minimal.

Wait, need to be chronological. The first frame shows hands on keys, then the person moves, so the caption should describe the sequence. Maybe "A person wearing a red shirt and blue jeans plays a gray keyboard, their hands moving across the keys in a sequence of pressing and releasing. The camera maintains a close-up perspective, slightly shifting to follow the hand movements, keeping the background indistinct."

But need to check the rules. Focus on motion and behavior in chronological order. So start with the person's initial action, then the progression.

Also, the rules say "concise", so need to be brief. Let me structure it step by step.

1. Main subject: person in red shirt, blue jeans, bracelet.
2. Action: playing keyboard, hands moving over keys.
3. Spatial: seated in front of keyboard.
4. Camera: close-up, slight pan.
5. Background minimal.

So possible caption: A person in a red shirt and blue jeans, wearing a bracelet, sits in front of a gray keyboard, their hands moving rhythmically across the keys. The camera maintains a close-up perspective, slightly panning to follow the hand movements, with minimal background details visible.

Wait, but the video has a few frames where the hands are pressing keys, moving from left to right. The camera shifts a bit. Also, the keyboard has buttons and a display, but the user says to exclude text recognition, so maybe mention the keyboard's color and keys but not the labels.

Another point: the person starts with hands on keys, then moves hands around. Maybe the caption should mention the sequence of pressing different keys.

But the rules say concise, so maybe not too detailed. Just the main actions.

Hmm. Maybe: A person in a red shirt and blue jeans, wearing a bracelet, plays a gray keyboard, moving their hands across the white and black keys. The camera stays close-up, slightly shifting to follow the hands, with minimal background visible.

Wait, the frames show the camera moving slightly from left to right over the frames. So "slight pan left" as per the output example. Wait, the user says the output should mention camera perspective and movement, like top-down, pan left, etc.

Looking at the example in the rules: "conclude with the camera perspective and movement (e.g.,

A person's hands are actively pressing keys on a keyboard, with discrete motion of the hands and fingers as they interact with the instrument.

The background (wall, floor) is static with no fluid or environmental motion (fire, water, smoke, wind) observed. No background elements shift uniformly.


A person in a blue plaid shirt places three red-and-white dice on a wooden table, then positions a light blue plastic cup to the left of the dice. The person moves the cup over the dice, covering them. The video is captured from a top-down perspective with a slight camera shake.

Discrete solid objects: small red items and a blue cup are manipulated by a person's hands on the table.

Background elements (table surface, wall) show no uniform shifting; no fire, water, or smoke present.


A man in a white shirt with red stripes and yellow pants dances closely with a woman in dark clothing in an indoor venue, holding hands and spinning as they move across the dance floor. Other dancers are visible in the background, some in pairs. The camera follows their motion, capturing their dynamic movements as they glide through the space.

Multiple people (solid objects) are dancing, moving due to locomotion and physical forces; their motion can be tracked with bounding boxes.

No shifting backgrounds or dominant fluid/environmental motion (fire, water, wind). Disco lights are present but not dominant and not considered ambient.


RAW CAPTION: Got it, let's tackle this video caption. First, I need to observe the main subjects. The video shows a group of people, probably a tug-of-war or similar team activity. They're bending forward, pulling something. Let's check the chronological order.

In the frames, the people are in a line, bent over, hands on something. The number: there's a crowd, maybe 10-15 people? Colors: various, like white, blue, red shirts. Spatial: they're lined up, some standing, some bending. Background has trees and flags (red, blue, white), but keep background minimal.

Motion: They start bending, then maybe pulling, then some stand up. Wait, the video is short. Let's see the sequence: at 0.0, they're bent, then in 0.3, they're still bent, then at 1.4, some start moving, maybe lifting or pulling. Then 2.5, more movement, some people are standing, others bending. So the action is a team pulling, maybe a tug-of-war, with people in a line. The camera is static or slight shake? The problem says camera perspective and movement. The video shows a side view, maybe slightly moving? But the problem says "conclude with camera perspective and movement".

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

So first, describe the main subjects in chronological order. The people are part of a group (teams) participating in a physical activity, likely a tug-of-war, since they're in lines, pulling. They start bent over, then move their bodies, some stand, maybe the activity progresses. The main motion: initial position (bent), then pulling, then some people rise.

Appearance: multiple people (approx 10-15), various casual clothes (white, blue, red shirts, jeans, shorts), bent over. Spatial: lined up side-by-side, some on the ground or platform? Wait, the image shows them leaning over a structure, maybe a barrel or a rope. Wait, the first frame has people leaning over, maybe a rope. So they're part of a tug-of-war, pulling a rope.

Chronic order: The video starts with a group of people bent over, hands on a rope or object, then they begin to pull, some people stand up, others continue pulling, with a crowd watching. But the frames go from 0 to 4.7, so over 5 seconds.

Need to be concise. Let's outline:

- Group of people (approx 10-15) in casual attire (white, blue, red shirts, pants) line up, bending forward, hands on a rope (or object), preparing for a pull.

- As the video progresses, they pull the rope, some stand while others maintain the bend, with movement from the crowd (some standing, some leaning).

Wait, the problem says "chronological paragraph". So start with initial state, then actions in order.

First frame (0.0): people bent over, hands down. Then (0.3): same, maybe slight movement. Then (1.4): some people rise, maybe pulling. Then (2.5): more movement, some stand. Then (3.6-4.7): the group is pulling, some are standing or moving.

So main motions: They are participants in a team activity, likely tug-of-war, starting in a bent position, then exerting force to pull, with some individuals rising from the bend as the action progresses.

Now, appearance: casual clothing, various colors. Spatial: lined up side-by-side, some in front, some behind. Background: trees and flags, but keep minimal.

Camera perspective: the camera is at a medium shot, showing the side of the group, slight shake maybe.

Wait, the problem says "Conclude with camera perspective and movement". So after describing the action, add camera.

Putting it all together:

A group of approximately ten to fifteen people, wearing casual attire in various colors (white, blue, red shirts; jeans, shorts), line up side-by-side in a bent-forward position with hands on a rope. As the video progresses, they begin pulling the rope with force, some individuals standing while others remain bent, their movements indicating coordinated effort. The camera maintains a static side view with minimal shake, capturing the group's synchronized action.

Check rules:

a) Motion and behavior chronologically: yes, starting bent, then pulling, some stand.

b) Briefly describe appearance and number: 10-15 people, colors.

c) Spatial: side-by-side, line up.

d) Camera: static side view, minimal shake.

e) Background minimal: yes, only mention "rope"

A group of people (discrete solid objects) are leaning forward and pushing in a coordinated motion, exhibiting clear physical interaction (e.g., arm movements, body leans) due to explicit force application.

Background elements (flags, distant trees, spectators) remain stationary with no uniform shifting; no fire, water, or smoke observed.


A group of people in white uniforms forms a circle, clapping rhythmically. A central performer executes a high kick toward another individual, followed by a spin. The surrounding participants continue clapping and shifting within the circle. The camera maintains a medium shot, panning slightly to follow the action with minimal shake.

Multiple individuals in white uniforms performing capoeira movements (kicks, spins, acrobatic maneuvers) as solid, distinct objects interacting through physical force.

Static gym background with visible floor lines and walls shows no uniform shifting; no fluid/environmental motion (fire, water, smoke, wind) present.


A person with long blonde hair, wearing a blue dress and bare feet, sits on a chair and plays a brown cello, moving the bow across the strings while slightly adjusting their posture. The cello is held upright between their legs. To the right of the cellist is a piano, and behind them is a wooden structure. The camera remains stationary throughout the sequence.

A person playing cello shows discrete motion through arm and body movements during performance, with the cello itself moving slightly due to playing technique.

Background elements (fireplace, furniture, carpet) show no uniform shifting; minimal fire presence in fireplace but not dominant motion.


RAW CAPTION: Okay, let's tackle this captioning task. First, I need to understand what the user is asking for. They want a concise chronological paragraph describing the video based on the provided frames. The rules specify focusing on motion, behavior, appearance, spatial relationships, camera perspective, and minimal background.

Looking at the frames, it's an indoor sports event. The main subjects are people—probably athletes—engaged in a game. The first frame shows multiple people in motion, wearing different colored jerseys: some red, some white. There's a crowd in the stands. The camera seems to be panning across the court as the players run and move dynamically.

I should start by noting the chronological order. The video begins with players in action. The number of players isn't exact, but there are several. Their appearance: red and white uniforms, moving quickly. Spatial relationships might include players moving around the court, possibly passing or competing. The background has spectators, but according to the rules, keep that minimal unless essential. The camera is probably a medium shot, panning left to follow the action. The MRTV logo is visible, but the instructions say to exclude text recognition, so ignore that.

Check the rules again: no named characters, exclude text. Focus on motion. Start with the initial action, then describe the movement. Make sure to mention the direction of movement, like running left or right. The video frames show the players moving across the court, so maybe panning to follow their movement. Conclude with camera movement.

Wait, the user says to describe in chronological order. So first frame: players running, then maybe they change positions, more people visible as the camera pans. The caption should flow from start to end of the clip. Let's see:

Start with "In an indoor sports arena, multiple athletes in red and white uniforms sprint across a blue and beige court..." Then mention their movement, direction, maybe interaction. Then camera perspective. Need to keep it concise.

Check for any specific details: the players are running, maybe passing a ball? The frames show them moving, so maybe a team sport like handball or volleyball. The exact sport isn't clear, but the key is the motion. The main points are the athletes running, changing positions, the camera panning left to follow the action.

Make sure not to mention the MRTV logo or the small inset of a person (since it's the broadcaster, not part of the main action). The small blue box with a person is probably a commentator, but the rules say to exclude named characters and text recognition, so maybe mention it as a small inset, but the user says "exclude text recognition, named characters," so maybe just describe the action of the main subjects without the inset.

Wait, the user's example output format says "DO NOT include any reasoning in the caption tags." So the final answer must be a paragraph strictly following the rules. Let me structure it.

"Multiple athletes in red and white uniforms sprint across a blue and beige court, moving in various directions as they engage in a fast-paced sport. Players shift positions rapidly, some running left while others sprint right, with the crowd visible in the background stands. The camera pans left, tracking the dynamic movement of the athletes."

Check if that fits the rules. Mention motion chronologically (sprint, shift positions), appearance (red and white uniforms), spatial (left/right), camera movement (pans left). Background is minimal (crowd in stands). Exclude text. Number of players isn't exact, but "multiple" is okay.

The user example shows the first frame with people running, then more people as the video progresses. So the description should flow from the start to the end. Maybe add "As the game progresses..." but the rules say chronological order, so just describe the sequence.

Wait, the caption should be a single paragraph. Let me try to condense it further.

"Multiple athletes in red and white uniforms sprint dynamically across a blue and beige indoor court, moving in various directions. Players shift positions rapidly, with some running left and others sprinting right while engaging in the game. The camera pans left to follow the action, capturing the fast-paced movement of the athletes in front of a blurred crowd in the stands."

Check rules: chronological (starts with sprinting, then shifting positions), appearance (red/white), spatial (left/right), camera movement (pans left), background minimal. The crowd is in stands but not detailed. Exclude text. Should be concise.

I think that works. Let me verify each rule:

a) Motion and behavior in chronological order: yes, starting with sprinting, then shifting positions.

b) Briefly describe appearance and number: "multiple athletes in red and white uniforms"

c) Spatial relationships: "some running left and others sprinting right"

d) Conclude with camera: "camera pans left to follow the action"

e)

Multiple people in colorful attire are moving in coordinated patterns (running, jumping, dancing) across the gym floor. They are solid objects with clear motion trajectories.

The gymnasium background (walls, ceiling, seating) shows no uniform shifting. No fire, water, smoke, or wind motion dominates. Ambient motion is minimal.


A girl in a blue leotard leaps off a low beam in a gym, executing a vaulting motion that carries her airborne before she lands on a blue mat. Nearby, a boy in a yellow shirt and a child in a dark green top stand to the left and right of the beam, while a girl in a maroon top approaches from behind. The camera pans slightly left to follow the gymnast’s trajectory, with colorful mats and wall flags visible in the background.

Discrete objects (gymnasts in motion) exhibit locomotion: a gymnast in a black/yellow top performs a vault-like maneuver on the beam, while other individuals (e.g., observer in yellow) adjust posture on the mat.

Background elements (flags, wall clock, blue mats) remain consistently positioned across frames with no uniform shifting or fluid environmental motion (e.g., no fire, water, or smoke).


Two shirtless fighters, one in red shorts and one in blue shorts, engage in a ring match. The red shorts fighter delivers a strike, causing the blue shorts fighter to fall to the ground. A referee in a red shirt steps between them as the match concludes. The camera maintains a fixed position with minimal movement, capturing the action from a slightly elevated angle within the ring.

Two boxers engage in combat (punches, grappling, falls), with a referee intervening; solid objects move due to explicit physical forces (collisions, locomotion).

Background elements (ring ropes, audience) are stationary; no fluid or wind-driven motion observed (no fire, water, smoke, or wind).


RAW CAPTION: Got it, let's break this down. The video starts with a title screen showing three phrases: "Reach and pause in front", "Glide and rotate", "Continual kick". Then it cuts to an underwater shot of a swimmer.

First, the title screen: text in yellow and white on a blue background. But the rules say to exclude text recognition, so I don't mention that. The main subject is the swimmer in the pool.

Next, the underwater scene. The swimmer is moving through the water. The pool has lane markers with crosses (but background minimal, so maybe just note the lane dividers). The swimmer's motion: they're doing a stroke, probably freestyle. The camera is underwater, looking at the swimmer as they swim forward.

Chronological order: first the title screen, then the swimmer. But the caption should focus on the main action. Wait, the rules say "focus primarily on motion and behavior of main subjects". The title screen is just text, but the video shows the swimmer. So the main part is the swimmer.

So the sequence: the video starts with text, then transitions to underwater shot of a swimmer moving through the water. The swimmer is in a pool, lane dividers visible. The swimmer's motion: propelling forward with kicks and arm movements. The camera is underwater, static or following the swimmer? The description says "underwater shot" and the swimmer is moving, so maybe the camera is following or fixed.

Wait, the output should be a concise paragraph. Let's structure it:

The video transitions from a title screen to an underwater view of a swimmer in a pool. The swimmer, appearing as a single figure, moves forward through the water with coordinated arm strokes and leg kicks, gliding between lane dividers marked by vertical crosses. The camera maintains a fixed underwater perspective, capturing the swimmer's continuous motion through the water.

Wait, but the rules say "exclude text recognition", so the title screen is part of the video, but the caption should focus on the motion. So the main content is the swimmer. Let's make sure to mention the motion: reach, pause, glide, rotate, continual kick as per the text, but the caption shouldn't include the text. The text is part of the video, but the rules say "exclude text recognition", so we don't mention the phrases. Instead, describe the swimmer's actions.

Wait, the problem says "describe the provided video". The video has the title screen and then the underwater shot. But the caption should focus on the motion. So maybe the video starts with the text (but we can't mention text), then the swimmer. So the main part is the swimmer's motion.

Let's read the rules again: "Focus primarily on the motion and behavior of main subjects (people/animals/objects) in chronological order." So the chronological order is: first the text screen (but since we can't mention text, maybe skip it and focus on the main action), then the swimmer.

So the main subject is the swimmer. The swimmer is moving in the pool. The swimmer's appearance: a single person, in swimwear, moving underwater. The motion: propelling forward with arms and legs, creating bubbles, etc.

Also, spatial relationships: in the pool, between lane dividers.

Camera perspective: underwater, fixed.

Let's draft:

An underwater view captures a single swimmer moving forward through a pool, executing a stroke with arm movements and leg kicks while gliding between lane dividers marked by vertical crosses. The swimmer's body remains horizontal as they propel through the water, with bubbles trailing behind. The camera maintains a fixed underwater perspective, focusing on the swimmer's continuous motion.

Check rules:
a) Motion and behavior in chronological order: swimmer moves forward, glides, kicks.
b) Appearance: single swimmer, color/size not specified (but "swimmer" is enough, since it's generic), orientation: horizontal.
c) Spatial: between lane dividers.
d) Camera: fixed underwater.
e) Background minimal: just pool and lane dividers.
f) Exclude text: yes, we don't mention the title.
g) Think internally, no reasoning.

Wait, the text screen is part of the video, but the caption should focus on the motion, so maybe the first part is the text, but the rules say to focus on the main subjects (swimmer), so the caption starts with the swimmer.

Final version:

The video transitions to an underwater view of a single swimmer moving forward through a pool, executing coordinated arm strokes and leg kicks while gliding between lane dividers marked by vertical crosses. The swimmer maintains

A swimmer (human) is moving from left to right, performing a swimming stroke with actions including reach and pause, glide and rotate, and continuous kick.

The background (pool wall and floor tiles) is static. The water is calm and not turbulent, so it is not dominant. The dominant motion is the swimmer.


A woman in a black vest and white shirt moves from the left side of the stage toward the center, stepping forward and gesturing with her arms. To her right, a musician plays a double bass and another musician sits with a violin, both remaining stationary. In the background, a red chair and sheet music stand are visible against a plain wall. The camera remains static with a slight shake.

The singer (center-left) exhibits distinct locomotion: stepping forward, gesturing, and swaying. The bassist and guitarist show minimal seated movement. All motion is tracked to solid objects.

The background (wall and stage furniture) remains static across frames. No fire, water, smoke, or wind is visible; environmental motion is absent.


In a brightly lit retail store, a person in a black hoodie gestures toward their face while positioned slightly left of the frame, with another individual in a red hoodie standing to their right, arms crossed. The black-hoodied person shifts their head and hand movements toward the camera, occasionally adjusting their posture. The camera maintains a close-up, slightly shaky perspective focused on the black-hoodied individual, capturing their actions against a backdrop of blurred clothing racks and mannequins.

Two discrete solid objects: a person in a black hoodie (moving hands and head) and a person in a red hoodie (static with arms crossed). The black hoodie wearer's motion is intentional locomotion (gesturing and head movement).

No shifting background elements observed; ceiling lights, red decorations, and shelves remain static throughout. No fire, water, smoke, or wind detected in the environment.


RAW CAPTION: Okay, let's tackle this video captioning task. First, I need to understand the rules and what's required. The user wants a concise, chronological paragraph that describes the video based on the provided frames.

Looking at the video description: It's a sequence showing an espresso machine dispensing coffee into two cups. The first frame has the machine pouring into both cups. Then a hand moves the cup on the left, and in the next frames, the cups are removed, leaving the machine empty.

Rule a) says focus on motion and behavior in order. So the main subjects here are the espresso machine, the cups, and the hand. The chronological order should be the machine brewing, the hand moving the left cup, removing it, and then the right cup also being taken away.

Rule b) mentions appearance and number. The cups are yellow with pink polka dots and a green design. Two cups initially, then one is taken away, then the other. The machine is black with a metallic part.

Rule c) spatial relationships: The cups are on the machine's tray. The hand comes from the left side to take the left cup. The right cup is still there until the next step.

Rule d) camera perspective: It's a close-up shot, probably fixed camera, no movement mentioned. The video is top-down or close-up.

Rule e) minimal background. The background is a kitchen counter, but maybe not essential. The focus is on the machine and cups.

Rule f) exclude text, names, stylistic analysis. So no mention of "espresso" or other terms, just describe the action.

Putting it all together: Start with the machine pouring into two cups. Then the hand removes the left cup, then the right cup. The machine is left empty. Camera is close-up, static.

Check the output format: Must be a paragraph inside <caption_output> tags. No extra text.

Make sure it's concise. Let's structure it:

At 0.0s, an espresso machine dispenses coffee into two yellow cups with pink polka dots. By 1.5s, a hand lifts the left cup, then the right cup is removed in the following frame, leaving the tray empty. The camera maintains a static close-up view throughout.

Wait, the video frames are 0.0 to 5.0s. The user provided five frames. Let me check the exact timing. The first frame is 0.0s with both cups. Then in frame 1.5s, the hand is moving the left cup. Then in 3.0s, the left cup is gone, then in 4.5s, the right cup is taken. So the sequence is: machine brewing, hand moves left cup, removes left, then removes right. So the paragraph should mention the order of removal.

The key points: coffee pouring into two cups, hand removing left cup, then right cup, machine empty.

Check for chronological order. Mention the cups' appearance: yellow with pink polka dots. Spatial: hand comes from left, takes left cup first.

Avoid background details. Maybe mention "kitchen countertop" but minimal. The user says minimal background, so maybe just "kitchen surface" or not mention it. But since it's the setting, maybe "on a kitchen countertop" but only if essential. The main action is on the machine, so maybe skip.

Finalize:

At 0.0 seconds, an espresso machine dispenses coffee into two yellow cups adorned with pink polka dots and green patterns. A hand reaches from the left to remove the left cup at 2.0 seconds, then lifts the right cup at 4.0 seconds, leaving the machine's tray empty. The camera remains static and close-up throughout.

Wait, the frames are numbered as [0.0] to [5.0] but the user's description says "at 0.0 seconds" etc. Let me check the original frames:

<0.3 seconds> [frame 0]
<1.4> [frame 1]
<2.5> [frame 2]
<3.6> [frame 3]
<4.7> [frame 4]

So the video is 0.3s, 1.4s, etc., but the caption should be in chronological order of the events.

The first frame shows coffee pouring into two cups. Then the hand appears at 2.5s (frame 2) and removes the left cup. Then frame 3 (3.6s) the left cup is gone. Frame 4 (4.7s) the hand takes the right cup.

So the correct order is:

- Initial: machine pouring into two cups (0.0-1.0s)
- Hand removes left cup (2.5s)
- Left cup is removed,

A hand moves one of the coffee cups away from the espresso machine. The cup is a solid object being displaced by an external force.

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


A hand enters from the right, holding a small metallic object, and moves it slightly in front of a dimly lit workspace filled with red and blue wires, circuit boards, and wooden panels. The camera remains static in a top-down perspective throughout.

A human hand is moving a red tool (likely a screwdriver or probe) in the foreground, interacting with electronic components, representing discrete object motion due to explicit physical action.

The background elements (wooden structure, wires, and electronic components) remain static with no uniform shifting; no fluid or environmental motion (fire, water, smoke, wind) is present.


A woman in a black tank top, teal leggings, white socks with blue stripes, and black shoes performs a lunge on a green mat, stepping forward with her right leg, lowering her body until her front knee bends at 90 degrees, then returning to a standing position. She repeats the motion in front of a graffiti-covered wall with exercise equipment. The camera remains stationary, capturing the sequence from a fixed perspective.

A person (female) is performing discrete kicking and punching motions, with clear bounding box tracking. The motion is repetitive and controlled, involving leg and arm movements.

The background (graffiti wall, green mat, and white wall) shows no shifting or fluid motion. No fire, water, smoke, or wind is visible, confirming no ambient environmental motion.


A person in a dark hoodie with white stripes stands in a dimly lit kitchen, initially holding a white object above their head before lowering it and turning, then moving slightly toward the cabinets while adjusting their posture. The background features kitchen cabinets and minimal visible items. The camera maintains a low-angle perspective with slight handheld shake throughout.

A person is moving (sitting, gesturing, handling objects) in a kitchen setting; discrete solid motion tracked through body movements and object interactions.

The background (cabinets, wall) shows no significant shifting or fluid motion; no fire, water, smoke, or wind is visible.


Two men in black sleeveless shirts and shorts play basketball on an indoor wooden court. One dribbles the ball while the other follows closely; they move toward the hoop, where the first jumps to shoot, the second staying nearby. After the shot, both walk away. The camera tracks their movement across the court.

Two basketball players in motion: dribbling, passing, and jumping to shoot the ball. Their movements are discrete and tracked via bounding boxes.

Background elements (walls, bleachers, basketball hoop) remain static with no uniform shifting; no fluid/environmental motion (fire, water, smoke, wind) present.


A person in a light blue polo shirt and gray pants stands in a gym, initially holding a cymbal in one hand then extending both arms to display the cymbal in front of their body; another person in a white shirt sits behind them playing a drum. The main subject moves their arms while holding the cymbal, and the camera remains steady with slight movement tracking their motion.

The person in the blue shirt moves two cymbals (rotating and lifting) and the person in the background strikes a drum with sticks, causing the drumhead to vibrate. Both motions are due to explicit physical forces from the individuals.

The background (fence, ground) is stationary with no shifting. No fluid or environmental motion (fire, water, wind) observed.


A hand pours a yellow and red spice mix from a packet into a glass bowl containing raw pink meat. The scene transitions to tongs flipping a browned, seasoned steak on a grill surrounded by vegetables. The video concludes with a close-up of an orange packaged product. The camera shifts from a top-down view of the bowl to a close-up of the grill, then to the product package.

A yellow bottle is tilted to pour liquid over pork in a bowl; tongs are used to flip a steak on a grill.

No shifting backgrounds or dominant fluid/environmental motion (fire, water, wind) detected. Background elements (table, bottle, grill) remain static in their respective scenes.


A young child in a light-colored high chair, wearing a pink shirt with red strawberry prints, repeatedly brings their right hand to their mouth while seated, occasionally opening their mouth. The background features a window with blinds. The camera maintains a close-up, top-down perspective with minimal movement.

The baby (a solid object) exhibits motion including head turning, hand movement (touching face), and facial expressions.

Background elements (window with blinds, interior structure) show no significant shifting or fluid motion. No fire, water, smoke, or wind is visible.


A man in a white shirt and dark pants guides a large light-colored camel, initially bending low near the camel's hindquarters before standing upright as the camel moves forward. The man adjusts his position to direct the camel, maintaining close proximity throughout the sequence. The background features indistinct structures and objects, with the camera following the action at eye level, exhibiting slight movement.

A person (in white shirt) is mounting a horse, with both showing discrete motion: the person bends and stands, and the horse shifts slightly.

The background (wooden structures, ground) shows no uniform shifting. No fluid or environmental motion (fire, water, wind) observed.


A person wearing a white shirt and camouflage pants kneels on a concrete floor, using a pipe-like tool to spread and level the surface against a wall. The individual moves the tool horizontally across the floor, smoothing the concrete. The camera maintains a close-up, top-down perspective throughout, remaining steady to focus on the leveling motion.

A person (wearing camouflage pants and white shirt) is moving a cylindrical pipe against a wall. The person manipulates the pipe by pushing and pulling, causing the pipe to move. The person then moves the pipe to the right and shifts their body.

The background (wall and floor) is static and does not shift uniformly. No fluid or environmental motion (fire, water, smoke, wind) is present.


RAW CAPTION: Got it, let's tackle this. First, I need to describe the video chronologically. The main subjects are people in a gym. Let's check the frames.

In the first frame, there are a few people. A person in a blue shirt and black shorts is on the left. Another person in blue is near the net. There's a camera on the right. The floor has scattered objects, maybe like bottle caps or something.

Then, looking at the sequence: the person in blue (maybe two? Wait, the first frame shows two people in blue? Wait, no. Let's see. The first frame: left side, a person in blue shirt and black shorts is moving. Then another person in blue is on the other side of the net. Then in the next frame, the person on the left moves towards the net, maybe hitting a ball? Wait, the scattered objects on the floor—maybe they're playing a game where they hit something through the net? Wait, the objects are like white, maybe plastic bottles or something.

Wait, the video shows a gym with a volleyball net. There's a person in blue shirt (let's confirm: frame 0: person left in blue shirt, black shorts; frame 1: same person moving, then another person in blue on the other side of the net? Wait, maybe two people: one on each side of the net.

Wait, the key is to track the motion. Let's see: the person in blue (first frame, left) moves towards the net, then in frame 2, they're still moving. Then frame 3: they're at the net, maybe hitting the object. Wait, the objects on the floor: maybe they're bottle caps or something being kicked? Wait, the description says "scattered white objects" (like bottle caps or small items).

Let me list the actions:

Frame 0: Person in blue shirt and black shorts is on the left, moving towards the net. Another person in blue shirt is on the right side of the net, moving towards the left. A person in dark clothes is near the door on the right. The gym has pink curtains, green lower wall, volleyball net, scattered white objects on the floor, a yellow bucket, and a camera on the right.

Frame 1: The person in blue shirt on the left is now closer to the net, moving. The other person in blue on the right is moving away from the net? Or towards? Wait, maybe it's two people: one on each side of the net, playing a game where they hit a ball through the net, but the ball is scattered? Wait, the white objects are on the floor, so maybe they're not the ball. Maybe the people are kicking or moving to collect them? Wait, the movement: the person in blue on the left is moving from left to right towards the net, then in frame 2, they're at the net, maybe interacting with the objects.

Wait, maybe it's a game where they hit something through the net. But the scattered objects are on the floor. Wait, perhaps they're playing a game where they throw or hit objects, but the objects are on the floor. Maybe it's a sports activity.

Wait, the main action: a person in a blue shirt and black shorts moves from left to right, approaching the volleyball net. Another person in blue is visible on the opposite side of the net, moving slightly. There's a third person in dark clothing near the right door. The gym has a wooden floor, green walls, pink curtains, and a camera setup on the right. The white objects are scattered on the floor.

Wait, the video shows a gymnasium with a volleyball net. Two individuals in blue shirts: one on the left side of the net, moving towards the center; the other on the right, also moving. The person on the left is closer to the camera, in blue shirt and black shorts, and moves towards the net. The scattered white objects (like bottle caps) are on the wooden floor. A person in dark clothing is near the door on the right. The camera is positioned on the right, capturing the scene without moving.

Let me structure chronologically:

In the video, two people in blue shirts and dark shorts are visible in a gymnasium with a volleyball net. The person on the left, wearing a blue shirt and black shorts, moves from the left side of the frame towards the net, while the other individual in blue is on the opposite side, moving slightly. Scattered white objects lie on the wooden floor between them. A third person in dark clothing stands near a door on the right. The camera remains stationary, positioned to the right, capturing the indoor scene with pink curtains and green walls in the background.

Wait, need to check the exact number. The first frame: left side, blue shirt, black

Discrete solid objects include a person in blue shirt (moving across the court), a person in red shirt (stationary near the net), and a ball (implied movement from play).

Background elements (walls, floor, net) show no uniform shifting; no fire, water, smoke, or wind-driven motion observed.


A male athlete wearing a white shirt and dark shorts spins multiple times within a circular throwing area, then releases an object and steps forward. An older man in a white shirt and straw hat sits in front of a mesh net, observing the athlete. The background includes a track and trees. The camera remains stationary throughout, capturing the scene from a fixed position.

Two people are visible: one in red shirt (moving, likely running or throwing) and one in white shirt (stationary, possibly filming).

Background elements (trees, fence, track) show no uniform shifting or fluid/environmental motion; no fire, water, or smoke present.


A person with short dark hair, wearing a dark green t-shirt and a black wristband, plays a pink electric guitar while seated. They then look up at the camera, making a peace sign with their right hand. The camera remains close, handheld with slight movement, capturing the person from a slightly angled top-down view.

Discrete solid objects: person's hands moving over guitar fretboard and strumming; person briefly making a peace sign gesture.

Static background elements (bed, table, electronic device) remain fixed with no uniform shifting; no fire, water, or wind motion observed.


Two riders sit atop a large, dark brown elephant with visible dirt patches on a dirt path. The front rider, wearing a white tank top and blue shorts, is positioned ahead of the rear rider in darker clothing. As the video progresses, the elephant moves its trunk toward the left side of the frame, interacting with nearby vegetation, then retracts it. The riders remain seated on the elephant's back, maintaining their positions. The camera captures the scene from a stable eye-level perspective with minimal movement.

The elephant and riders are moving forward along the path; the elephant's locomotion (trunk movements, stepping) is evident as discrete solid object motion.

The background consists of stationary trees and a dirt path with minimal swaying or fluid motion; no dominant fire, water, or wind-driven elements observed.


RAW CAPTION: Got it, let's break this down. The user wants a concise chronological paragraph about the video. First, the video starts with a close-up of a person's face. Then cuts to someone applying eyeliner. The key points: main subject is a person applying eyeliner. They're using a pencil, hand near the eye. The text on screen is about liner on water line making eyes smaller, but we need to exclude text recognition. So focus on the action.

First frame: close-up of a person's face, maybe side profile. Then next frames show the person applying eyeliner to the water line. The person has dark hair, and the action is using an eyeliner pencil. The camera is close-up, showing the hand and eye. Need to mention the motion: applying eyeliner with a pencil, hand steady. Spatial: hand near the eye, holding the pencil. Background is minimal, maybe blurred.

Let's structure it: The video opens with a close-up of a person's face, then transitions to a close-up of a person applying eyeliner with a pencil to the water line of their eye, using one hand to steady the area while the other holds the pencil. The camera remains focused on the eye and hand, maintaining a close-up perspective throughout.

Wait, need to check the rules. Rule a: motion and behavior in chronological order. So first frame is the face, then applying eyeliner. But the description should be about the main subject's actions. The person is applying eyeliner. Appearance: dark hair, but maybe not necessary? Rule b: briefly describe appearance and number. The person is one, dark hair, but maybe "a person with dark hair" or just "a person".

Rule c: spatial relationships. Hand near the eye, pencil in hand.

Rule d: camera perspective. Close-up, maybe static.

Let me draft:

The video begins with a close-up of a person's face, then shifts to a close-up of the same person applying eyeliner with a pencil to the water line of their eye, using one hand to stabilize the area while the other hand holds the pencil steady. The camera maintains a close-up perspective throughout, focusing on the eye and hand.

Check rules: exclude text recognition (so don't mention the text), named characters (no names), stylistic analysis (no). So yes. Need to make it concise. Let's see the original frames: the first frame is face, then applying. So chronological: starts with close-up of face, then applies eyeliner.

Wait, in the provided frames, the first frame is a close-up of a face (side, maybe), then the next frames show applying eyeliner. So the action is applying eyeliner.

Let me write: A person with dark hair applies eyeliner using a pencil to the water line of their eye, holding the pencil with one hand and stabilizing the eye area with the other. The camera remains in a close-up view, focusing on the eye and hand movements.

Is that chronological? Yes: starts with the action (applying eyeliner) as the main focus. Wait, the first frame is a close-up of the face, but maybe the video starts with that, then shows the application. So perhaps: The video opens with a close-up of a person's face, then transitions to a close-up showing the person applying eyeliner with a pencil to the water line of their eye, using one hand to steady the area while the other hand holds the pencil. The camera maintains a close-up perspective throughout the sequence.

Yes, that's chronological. Let's check conciseness. Let's make it shorter.

A person applies eyeliner with a pencil to their eye's water line, using one hand to steady the area while the other holds the pencil. The camera remains in a close-up view, focusing on the eye and hand movements throughout.

Wait, the first frame is a close-up of a face, but the video might start with that as the setup. But maybe the main action is the applying. Since the user says "chronological paragraph describing the provided video", the video shows a person applying eyeliner. So the main action is the application.

So: The video shows a person with dark hair applying eyeliner using a pencil to the water line of their eye; one hand stabilizes the eye while the other holds the pencil. The camera maintains a close-up perspective throughout, focusing on the eye and hand motions.

Check rules: a) motion and behavior in order: applying eyeliner, hands moving. b) appearance: dark hair, one person. c) spatial: hand near eye, holding pencil. d) camera: close-up. e) background minimal. f) exclude text. g) no reasoning.

Yes. That's good.
</think>

<caption_output>A person with dark hair applies eyeliner using a pencil to the water line of their eye, stabilizing the area

Discrete solid objects include the person's hand and makeup applicator moving to apply eyeliner.

Background elements (light-colored wall/surface) are static with no uniform shift; no fire, water, smoke, or wind present.


A person wearing white and dark gloves uses a tool to carve circular patterns into a stone slab, moving the tool across the surface while generating dust. The hands work in front of the stone, gradually revealing detailed designs. The camera provides a close-up view, shifting slightly to showcase the stone's evolving carvings.

Person's gloved hands manipulating a viscous material on a flat surface, with deliberate motion to shape the material.

Static background elements (boxes, floor) show no uniform shifting; no fire, water, smoke, or wind present.