Upload folder using huggingface_hub

image_implied/alka_seltzer_fizz_cardboard/alka_seltzer_fizz_cardboard.yaml

@@ -0,0 +1,69 @@
+id: alka_seltzer_fizz_cardboard
+level: 1
+category: scalar_state
+tags: []
+prompts:
+  image_gen_prompt: A clear glass filled with room-temperature water sits on a white table. An effervescent
+    tablet is suspended mid-drop just above the water surface, about to enter the glass.
+  video_WM: The room lights switch off, leaving the cup in complete darkness and completely invisible
+    for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary; no
+    scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A clear glass filled with water sits on a white countertop. A white, round effervescent
+    tablet is suspended in mid-air directly above the glass, with a small droplet of water connecting
+    it to the surface below. The background is a softly blurred, sunlit kitchen.
+  init2final_edit_prompt: Edit the given image to remove the white tablet from mid-air above the glass.
+    Place the white tablet inside the glass of water, resting near the bottom. Add numerous small bubbles
+    and fizzing action throughout the water, rising from the submerged tablet to the surface.
+  rationale: During the prolonged period of darkness, gravity causes the suspended tablet to fall into
+    the glass of water. Once submerged, the effervescent tablet begins to dissolve, creating a chemical
+    reaction that releases gas. Therefore, when the lights turn back on, the tablet is no longer in the
+    air but inside the glass, actively fizzing and producing bubbles.
+  questions:
+  - id: tablet_submerged
+    question: Is the white tablet inside the water rather than suspended in the air?
+    answer_type: yes_no
+    notes_for_judge: The tablet should have fallen into the glass.
+  - id: bubbles_visible
+    question: Are there gas bubbles visible in the water?
+    answer_type: yes_no
+    notes_for_judge: The reaction produces CO2 bubbles.
+  - id: tablet_mass_reduction
+    question: Is the solid tablet smaller than it was in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The tablet dissolves over time, reducing its volume/mass.
+  - id: water_clarity_change
+    question: Is the water less clear or more turbulent than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The fizzing reaction changes the visual texture of the water.
+  - id: tablet_position_change
+    question: Is the tablet no longer visible in its original position above the glass rim?
+    answer_type: yes_no
+    notes_for_judge: It must have fallen.
+  - id: dissolution_progress
+    question: Does the tablet appear to be dissolving or breaking down?
+    answer_type: yes_no
+    notes_for_judge: Visual signs of dissolution (rough edges, bubbles attached, size reduction).
+  - id: glass_persistence
+    question: Is the glass still standing on the table?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: background_consistency
+    question: Is the blurred kitchen background still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  generation:
+    model_provider: google_gemini
+    llm: gemini-3-pro-preview
+    temperature: 0.2
+    created_utc: '2026-02-20T10:16:50Z'
+  inputs_digest:
+    initial_frame_sha256: c27d9e3c5438797a2fa18d03d2ede5de9c47e73008edfef1549e3f49ed69c142
+    video_prompt_sha256: ac6a4a7f84f092ca3b800dcae8e47173c13dd8a80d8ce1e03c7846b3eb594a14
+    task_yaml_sha256_before: fac1f266107bf92dc87a4999c29cb3278f3bee1e37fe91252a532a2fe3af1aa8

image_implied/alka_seltzer_fizz_curtain/alka_seltzer_fizz_curtain.yaml

@@ -0,0 +1,71 @@
+id: alka_seltzer_fizz_curtain
+level: 1
+category: scalar_state
+tags: []
+prompts:
+  image_gen_prompt: A clear glass filled with room-temperature water sits on a white table. An effervescent
+    tablet is suspended mid-drop just above the water surface, about to enter the glass.
+  video_WM: A heavy curtain drops from the ceiling between the camera and the cup, completely blocking
+    the cup from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the curtain rises. The camera remains stationary; no scene cuts; no new people or objects
+    enter the scene. Smooth, continuous evolution with only objects present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A clear glass filled with water sits on a white surface. A round, white effervescent
+    tablet is suspended in mid-air directly above the glass, with a small drop of water connecting it
+    to the water's surface. The background is a blurred kitchen.
+  init2final_edit_prompt: Edit the given image to remove the white tablet suspended in the air and the
+    water drop connecting it to the surface. Modify the water inside the glass to appear fizzy with many
+    small bubbles and slightly cloudy. Keep the glass, the white surface, and the blurred kitchen background
+    unchanged.
+  rationale: The initial frame shows an effervescent tablet just about to drop into a glass of water.
+    The video prompt describes a curtain dropping and hiding the scene for a prolonged duration. During
+    this time, the physical process of the tablet falling into the water and dissolving will occur. When
+    the curtain rises, the tablet will no longer be in the air, and the water will show the aftermath
+    of the dissolving process, appearing fizzy and slightly cloudy.
+  questions:
+  - id: tablet_submerged
+    question: Is the white tablet inside the water rather than suspended in the air?
+    answer_type: yes_no
+    notes_for_judge: The tablet should have fallen into the glass.
+  - id: bubbles_visible
+    question: Are there gas bubbles visible in the water?
+    answer_type: yes_no
+    notes_for_judge: The reaction produces CO2 bubbles.
+  - id: tablet_mass_reduction
+    question: Is the solid tablet smaller than it was in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The tablet dissolves over time, reducing its volume/mass.
+  - id: water_clarity_change
+    question: Is the water less clear or more turbulent than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The fizzing reaction changes the visual texture of the water.
+  - id: tablet_position_change
+    question: Is the tablet no longer visible in its original position above the glass rim?
+    answer_type: yes_no
+    notes_for_judge: It must have fallen.
+  - id: dissolution_progress
+    question: Does the tablet appear to be dissolving or breaking down?
+    answer_type: yes_no
+    notes_for_judge: Visual signs of dissolution (rough edges, bubbles attached, size reduction).
+  - id: glass_persistence
+    question: Is the glass still standing on the table?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: background_consistency
+    question: Is the blurred kitchen background still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  generation:
+    model_provider: google_gemini
+    llm: gemini-3-pro-preview
+    temperature: 0.2
+    created_utc: '2026-02-20T10:16:50Z'
+  inputs_digest:
+    initial_frame_sha256: c27d9e3c5438797a2fa18d03d2ede5de9c47e73008edfef1549e3f49ed69c142
+    video_prompt_sha256: ac6a4a7f84f092ca3b800dcae8e47173c13dd8a80d8ce1e03c7846b3eb594a14
+    task_yaml_sha256_before: fac1f266107bf92dc87a4999c29cb3278f3bee1e37fe91252a532a2fe3af1aa8

image_implied/alka_seltzer_fizz_lightoff/alka_seltzer_fizz_lightoff.yaml

@@ -0,0 +1,73 @@
+id: alka_seltzer_fizz_lightoff
+level: 1
+category: scalar_state
+tags: []
+prompts:
+  image_gen_prompt: A clear glass filled with room-temperature water sits on a white table. An effervescent
+    tablet is suspended mid-drop just above the water surface, about to enter the glass.
+  video_WM: The room lights switch off, leaving the cup in complete darkness and completely invisible
+    for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary; no
+    scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A clear glass filled with water sits on a white countertop. A white, round effervescent
+    tablet is suspended in mid-air directly above the glass, with a small water droplet connecting it
+    to the water's surface below. The background features a softly blurred kitchen setting illuminated
+    by warm, natural light.
+  init2final_edit_prompt: Edit the given image to remove the white tablet suspended above the glass and
+    the small water droplet beneath it. Modify the water inside the glass to appear cloudy and filled
+    with numerous small fizzing bubbles. Leave the glass itself, the white countertop, and the blurred
+    kitchen background unchanged.
+  rationale: The video prompt specifies a prolonged period of darkness. During this time, gravity will
+    cause the suspended tablet to fall into the water. Because the darkness lasts for a 'prolonged duration',
+    the effervescent tablet will have ample time to react with the water and dissolve. When the lights
+    turn back on, the tablet will no longer be in the air, and the water in the glass will be actively
+    fizzing and cloudy from the dissolved tablet. The camera remains stationary, so the rest of the scene
+    is identical.
+  questions:
+  - id: tablet_submerged
+    question: Is the white tablet inside the water rather than suspended in the air?
+    answer_type: yes_no
+    notes_for_judge: The tablet should have fallen into the glass.
+  - id: bubbles_visible
+    question: Are there gas bubbles visible in the water?
+    answer_type: yes_no
+    notes_for_judge: The reaction produces CO2 bubbles.
+  - id: tablet_mass_reduction
+    question: Is the solid tablet smaller than it was in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The tablet dissolves over time, reducing its volume/mass.
+  - id: water_clarity_change
+    question: Is the water less clear or more turbulent than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The fizzing reaction changes the visual texture of the water.
+  - id: tablet_position_change
+    question: Is the tablet no longer visible in its original position above the glass rim?
+    answer_type: yes_no
+    notes_for_judge: It must have fallen.
+  - id: dissolution_progress
+    question: Does the tablet appear to be dissolving or breaking down?
+    answer_type: yes_no
+    notes_for_judge: Visual signs of dissolution (rough edges, bubbles attached, size reduction).
+  - id: glass_persistence
+    question: Is the glass still standing on the table?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: background_consistency
+    question: Is the blurred kitchen background still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  generation:
+    model_provider: google_gemini
+    llm: gemini-3-pro-preview
+    temperature: 0.2
+    created_utc: '2026-02-20T10:16:50Z'
+  inputs_digest:
+    initial_frame_sha256: c27d9e3c5438797a2fa18d03d2ede5de9c47e73008edfef1549e3f49ed69c142
+    video_prompt_sha256: ac6a4a7f84f092ca3b800dcae8e47173c13dd8a80d8ce1e03c7846b3eb594a14
+    task_yaml_sha256_before: fac1f266107bf92dc87a4999c29cb3278f3bee1e37fe91252a532a2fe3af1aa8

image_implied/ball_roll_down_cardboard/ball_roll_down_cardboard.yaml

@@ -0,0 +1,27 @@
+id: ball_roll_down_cardboard
+level: 2
+category: spatial_kinematics
+prompts:
+  image_gen_prompt: ''
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the ball
+    from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the cardboard is lowered. The camera remains stationary; no scene cuts; no new people
+    or objects enter the scene. removed. Smooth, continuous evolution with only objects present in the
+    initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A shiny metal sphere rests near the elevated left end of a weathered, slanted
+    wooden plank. The plank is propped up by a rectangular wooden block resting on a workbench. The workbench
+    is covered in wood shavings, and several woodworking chisels are visible to the left. A window is
+    in the background.
+  init2final_edit_prompt: Edit the given image to remove the shiny metal sphere from the slanted wooden
+    plank. Seamlessly fill in the area where the sphere was with the matching texture and grain of the
+    weathered wood.
+  rationale: The initial frame shows a metal ball placed on a downward-sloping wooden plank. While the
+    camera's view is blocked by the cardboard for a prolonged duration, gravity will cause the ball to
+    roll down the incline. Given the steepness of the plank and the length of the occlusion, it is assumed
+    the ball rolls completely down and off the plank, exiting the frame. When the cardboard is removed,
+    the ball is no longer present in the scene.

image_implied/ball_roll_down_curtain/ball_roll_down_curtain.yaml

@@ -0,0 +1,26 @@
+id: ball_roll_down_curtain
+level: 2
+category: spatial_kinematics
+prompts:
+  image_gen_prompt: ''
+  video_WM: A heavy curtain drops from the ceiling between the camera and the ball, completely blocking
+    the ball from view, without touching or interacting with any object in the scene, for a prolonged
+    duration. After a pause, the curtain rises. The camera remains stationary; no scene cuts; no new people
+    or objects enter the scene. Smooth, continuous evolution with only objects present in the initial
+    scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A shiny metal sphere rests near the top of a weathered, inclined wooden plank.
+    The left end of the plank is elevated by resting on two stacked wooden blocks, while the right end
+    slopes downward. The setup is on a workbench scattered with wood shavings and chisels, with a window
+    in the background.
+  init2final_edit_prompt: Edit the given image to remove the shiny metal sphere from the top of the wooden
+    plank, filling in the area with the matching weathered wood grain texture of the plank.
+  rationale: The initial frame shows a metal ball placed on an inclined plane. During the prolonged duration
+    when the scene is occluded by the curtain, gravity will cause the ball to roll down the wooden plank.
+    Given the length of the pause, it is assumed the ball rolls completely down and off the plank, or
+    at least out of its starting position. When the curtain rises, the ball will no longer be present
+    at the top of the incline.

image_implied/ball_roll_down_lightoff/ball_roll_down_lightoff.yaml

@@ -0,0 +1,26 @@
+id: ball_roll_down_lightoff
+level: 2
+category: spatial_kinematics
+prompts:
+  image_gen_prompt: ''
+  video_WM: The room lights switch off, leaving the ball in complete darkness and completely invisible
+    for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary; no
+    scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A shiny metal sphere rests near the elevated left end of a weathered wooden
+    plank. The plank is tilted downwards to the right, supported on the left by two stacked, rough-hewn
+    wooden blocks. The setup is on a wooden workbench covered with wood shavings, with woodworking tools
+    visible in the background to the left and a window behind the setup.
+  init2final_edit_prompt: Edit the given image by moving the shiny metal ball from the upper left section
+    of the tilted wooden plank to the lower right end of the plank. Ensure the ball's shadow and reflections
+    are updated to match its new position on the wood. Leave all other elements, including the wooden
+    blocks, tools, workbench, and wood shavings, completely unchanged.
+  rationale: The initial frame shows a metal ball resting on an inclined wooden plank. When the lights
+    turn off, the physical laws of the scene continue to operate in darkness. Gravity causes the ball
+    to roll down the tilted surface. By the time the lights turn back on after a prolonged duration, the
+    ball will have rolled to the bottom end of the plank.

image_implied/ballistic_pendulum_cardboard/ballistic_pendulum_cardboard.yaml

@@ -0,0 +1,55 @@
+id: ballistic_pendulum_cardboard
+level: 3
+category: relational_state
+relational_type: energy_coupling
+prompts:
+  image_gen_prompt: A large, stationary block of wood is suspended by two long wires. A small metal projectile
+    is mid-air, traveling at high velocity toward the center of the wooden block.
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the wood
+    block and bullet from view, without touching or interacting with any object in the scene, for a prolonged
+    duration. After a pause, the cardboard is lowered. The camera remains stationary; no scene cuts; no
+    new people or objects enter the scene. removed. Smooth, continuous evolution with only objects present
+    in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A large, weathered rectangular wooden block is suspended horizontally by two
+    metal cables in an industrial-looking room with pipes on the wall. A blurred, metallic projectile
+    is captured mid-air, flying rapidly towards the left side of the wooden block, leaving a faint trail
+    of smoke or dust behind it.
+  init2final_edit_prompt: Edit the given image to remove the flying metallic projectile and its accompanying
+    smoke trail. On the left-facing side of the suspended wooden block, add a visible impact hole with
+    splintered and broken wood, indicating where the projectile has embedded itself. Keep the wooden block
+    suspended by the cables in its current position.
+  rationale: 'The initial image captures the moment just before a high-speed projectile strikes a suspended
+    wooden block. While the camera''s view is blocked by the cardboard for a prolonged period, the projectile
+    impacts and embeds into the wood, transferring its momentum and causing the block to swing. Over the
+    prolonged duration, the swinging motion dampens, the block returns to a resting hanging state, and
+    the smoke dissipates. The final frame reveals the aftermath: the projectile is no longer in flight,
+    the smoke is gone, and the wooden block bears an impact hole.'
+  questions:
+  - id: projectile_embedded
+    question: Is the flying metal projectile no longer visible in the air?
+    answer_type: yes_no
+    notes_for_judge: The projectile should be embedded in the wood, so it should not be visible as a separate
+      object in the air.
+  - id: impact_damage
+    question: Is there a visible hole or impact mark on the left face of the wooden block?
+    answer_type: yes_no
+    notes_for_judge: Look for a dark spot, splintering, or hole where the projectile entered.
+  - id: block_displacement
+    question: Is the wooden block positioned to the right of its initial location in the frame?
+    answer_type: yes_no
+    notes_for_judge: Compare the block's position relative to the background pipes. It should have swung
+      to the right.
+  - id: cable_angle
+    question: Do the suspension cables appear angled to the right rather than hanging vertically?
+    answer_type: yes_no
+    notes_for_judge: The wires should follow the block's displacement, angling towards the right.
+  - id: background_consistency
+    question: Are the ceiling pipes and conduits in the same position as in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The camera returns to the center view, so the static background should align with
+      the start.

image_implied/ballistic_pendulum_curtain/ballistic_pendulum_curtain.yaml

@@ -0,0 +1,53 @@
+id: ballistic_pendulum_curtain
+level: 3
+category: relational_state
+relational_type: energy_coupling
+prompts:
+  image_gen_prompt: A large, stationary block of wood is suspended by two long wires. A small metal projectile
+    is mid-air, traveling at high velocity toward the center of the wooden block.
+  video_WM: A heavy curtain drops from the ceiling between the camera and the wood block and bullet, completely
+    blocking the wood block and bullet from view, without touching or interacting with any object in the
+    scene, for a prolonged duration. After a pause, the curtain rises. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A large, weathered rectangular wooden block is suspended by two wire cables
+    in an indoor setting with exposed pipes on the ceiling. A blurred, metallic cylindrical projectile
+    is captured in mid-air, flying towards the left face of the wooden block, leaving a trail of dust
+    or smoke behind it.
+  init2final_edit_prompt: Edit the given image to remove the flying metallic projectile and its accompanying
+    dust trail from the air. Instead, depict the metallic projectile embedded into the left side of the
+    suspended wooden block.
+  rationale: 'The initial frame captures a projectile moments before impacting a suspended wooden block
+    (a ballistic pendulum setup). During the prolonged occlusion caused by the curtain, the physical event
+    continues: the projectile strikes the block and embeds itself into the wood. The time passed also
+    allows the dust and smoke trail in the air to dissipate. When the curtain rises, the final visible
+    state shows the projectile stuck in the block and the air clear.'
+  questions:
+  - id: projectile_embedded
+    question: Is the flying metal projectile no longer visible in the air?
+    answer_type: yes_no
+    notes_for_judge: The projectile should be embedded in the wood, so it should not be visible as a separate
+      object in the air.
+  - id: impact_damage
+    question: Is there a visible hole or impact mark on the left face of the wooden block?
+    answer_type: yes_no
+    notes_for_judge: Look for a dark spot, splintering, or hole where the projectile entered.
+  - id: block_displacement
+    question: Is the wooden block positioned to the right of its initial location in the frame?
+    answer_type: yes_no
+    notes_for_judge: Compare the block's position relative to the background pipes. It should have swung
+      to the right.
+  - id: cable_angle
+    question: Do the suspension cables appear angled to the right rather than hanging vertically?
+    answer_type: yes_no
+    notes_for_judge: The wires should follow the block's displacement, angling towards the right.
+  - id: background_consistency
+    question: Are the ceiling pipes and conduits in the same position as in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The camera returns to the center view, so the static background should align with
+      the start.

image_implied/ballistic_pendulum_lightoff/ballistic_pendulum_lightoff.yaml

@@ -0,0 +1,53 @@
+id: ballistic_pendulum_lightoff
+level: 3
+category: relational_state
+relational_type: energy_coupling
+prompts:
+  image_gen_prompt: A large, stationary block of wood is suspended by two long wires. A small metal projectile
+    is mid-air, traveling at high velocity toward the center of the wooden block.
+  video_WM: The room lights switch off, leaving the bullet and wood block in complete darkness and completely
+    invisible for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A large, weathered rectangular wooden block is suspended by two wire cables
+    in an indoor room with concrete walls and ceiling pipes. A blurred, metallic cylindrical object, resembling
+    a bullet, is in mid-air, flying rapidly towards the left face of the wooden block, leaving a trail
+    of dust or smoke behind it.
+  init2final_edit_prompt: Edit the given image to show the metallic bullet embedded into the left face
+    of the wooden block. Remove the motion blur from the bullet and remove the dust cloud from the air.
+    Shift the wooden block slightly to the right.
+  rationale: The initial frame shows a bullet about to strike a suspended wooden block in a ballistic
+    pendulum setup. The prompt states the lights go out for a prolonged duration. During this time, the
+    bullet will hit the block, embed itself into the wood, and transfer its momentum, causing the block
+    to swing. The initial dust cloud will also dissipate. When the lights return, the bullet will be lodged
+    in the wood, the air will be clear, and the block will be displaced to the right from its initial
+    position due to the swing.
+  questions:
+  - id: projectile_embedded
+    question: Is the flying metal projectile no longer visible in the air?
+    answer_type: yes_no
+    notes_for_judge: The projectile should be embedded in the wood, so it should not be visible as a separate
+      object in the air.
+  - id: impact_damage
+    question: Is there a visible hole or impact mark on the left face of the wooden block?
+    answer_type: yes_no
+    notes_for_judge: Look for a dark spot, splintering, or hole where the projectile entered.
+  - id: block_displacement
+    question: Is the wooden block positioned to the right of its initial location in the frame?
+    answer_type: yes_no
+    notes_for_judge: Compare the block's position relative to the background pipes. It should have swung
+      to the right.
+  - id: cable_angle
+    question: Do the suspension cables appear angled to the right rather than hanging vertically?
+    answer_type: yes_no
+    notes_for_judge: The wires should follow the block's displacement, angling towards the right.
+  - id: background_consistency
+    question: Are the ceiling pipes and conduits in the same position as in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The camera returns to the center view, so the static background should align with
+      the start.

image_implied/block_on_ramp_cardboard/block_on_ramp_cardboard.yaml

@@ -0,0 +1,30 @@
+id: block_on_ramp_cardboard
+level: 2
+category: kinematics
+tags: []
+prompts:
+  image_gen_prompt: A small rectangular block rests near the top of a smooth inclined ramp placed on a
+    flat tabletop. The ramp surface is visibly smooth and the block sits still against it.
+  video_WM: A large opaque panel slides in front of the ramp from the side, completely blocking the block
+    and ramp from the camera view, without touching or interacting with any object in the scene, for a
+    prolonged duration. After a pause, the panel slides away. The camera remains stationary; no scene
+    cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects present
+    in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A rectangular wooden block is positioned at the top of a downward-sloping metal
+    ramp. The ramp sits on a light-colored wooden table. Behind the block, there is a small mechanism
+    featuring a metal rod and a tiny red cube, which appears to act as a stopper holding the block in
+    place. The background consists of a brightly lit room with windows and laboratory-style cabinets.
+  init2final_edit_prompt: Edit the given image to show the wooden block in its exact original position
+    at the top of the metal ramp, resting against the small mechanism behind it. The entire scene, including
+    the block, ramp, table, and background, should remain completely unchanged.
+  rationale: The initial image displays a wooden block resting stably at the top of an inclined ramp,
+    held in place by a stopper mechanism. The video prompt describes an occlusion event where a panel
+    temporarily blocks the view without interacting with any objects in the scene. Since no action is
+    taken to release the block or disturb the physical setup, the block will remain stationary throughout
+    the prolonged duration of the occlusion. Therefore, the final frame is identical to the initial frame.

image_implied/block_on_ramp_curtain/block_on_ramp_curtain.yaml

@@ -0,0 +1,32 @@
+id: block_on_ramp_curtain
+level: 2
+category: kinematics
+tags: []
+prompts:
+  image_gen_prompt: A small rectangular block rests near the top of a smooth inclined ramp placed on a
+    flat tabletop. The ramp surface is visibly smooth and the block sits still against it.
+  video_WM: A heavy curtain drops from the ceiling between the camera and the ramp, completely blocking
+    the block and ramp from view, without touching or interacting with any object in the scene, for a
+    prolonged duration. After a pause, the curtain rises. The camera remains stationary; no scene cuts;
+    no new people or objects enter the scene. Smooth, continuous evolution with only objects present in
+    the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A rectangular wooden block rests at the top of a downward-sloping metal ramp.
+    Just behind the block, at the upper edge of the ramp, is a small metal mechanism or stop. The ramp
+    is situated on a light-colored wooden table, with a laboratory or classroom environment visible in
+    the background.
+  init2final_edit_prompt: Edit the given image to show the wooden block in its exact original position
+    at the top of the metal ramp, resting against the small metal mechanism. The final image should be
+    visually identical to the initial frame, maintaining the same object placements, lighting, and shadows
+    without any changes.
+  rationale: The wooden block is initially at rest at the top of the ramp, held in a stable position by
+    the metal stop mechanism behind it. The video prompt specifies that the curtain drops and rises without
+    touching or interacting with any objects in the scene. Because no external force is applied to the
+    block and the release mechanism is not triggered, the block remains in static equilibrium. Therefore,
+    despite the prolonged period of occlusion, the scene's state does not change, and the final frame
+    is identical to the initial frame.

image_implied/block_on_ramp_lightoff/block_on_ramp_lightoff.yaml

@@ -0,0 +1,27 @@
+id: block_on_ramp_lightoff
+level: 2
+category: kinematics
+tags: []
+prompts:
+  image_gen_prompt: A small rectangular block rests near the top of a smooth inclined ramp placed on a
+    flat tabletop. The ramp surface is visibly smooth and the block sits still against it.
+  video_WM: The room lights switch off, leaving the block and ramp in complete darkness and completely
+    invisible for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A rectangular wooden block rests at the top of an inclined metal ramp, which
+    is placed on a light wooden table. A small metal mechanism is positioned just behind the block, holding
+    it in place. The background features a window with bright daylight and some laboratory cabinets.
+  init2final_edit_prompt: Edit the given image to show the exact same scene with no changes. The rectangular
+    wooden block must remain in its original position at the top of the inclined metal ramp, held by the
+    small metal mechanism, with the room fully lit just as it was initially.
+  rationale: The video prompt describes the room lights turning off and then back on after a pause. There
+    is no mention of the release mechanism being triggered or any external force acting on the block.
+    Therefore, it is assumed that the block remains stationary at the top of the ramp during the period
+    of darkness. When the lights turn back on, the scene is identical to the initial state.

image_implied/bouncing_ball_rebound_cardboard/bouncing_ball_rebound_cardboard.yaml

@@ -0,0 +1,62 @@
+id: bouncing_ball_rebound_cardboard
+level: 2
+category: spatial_kinematics
+kinematic_variable: Vertical position through collision cycles
+tags: []
+prompts:
+  image_gen_prompt: A high-angle downward shot looking at a polished hardwood floor. A robotic arm extends
+    into the upper-right corner of the frame from above, its gripper fingers fully spread open, having
+    just released their grip. A yellow-green tennis ball hangs in mid-air a few centimeters below the
+    open gripper, at approximately 3 meters above the floor.
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the ball
+    and from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the cardboard is lowered. The camera remains stationary; no scene cuts; no new people
+    or objects enter the scene. removed. Smooth, continuous evolution with only objects present in the
+    initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: The image shows a close-up view of a robotic arm extending from the upper right
+    corner over a wooden parquet floor with a herringbone pattern. The robotic arm has a black carbon
+    fiber casing with the text 'DYNAMIX ROBOTICS' and silver metal joints. At the end of the arm is a
+    black, three-fingered gripper that is currently closed and securely holding a bright yellow tennis
+    ball suspended in the air.
+  init2final_edit_prompt: Edit the given image to maintain the exact same scene without any changes to
+    the objects or their positions. The robotic arm must still be extending from the top right, and its
+    black gripper must remain closed, firmly holding the yellow tennis ball in the exact same location
+    suspended above the wooden parquet floor.
+  rationale: The video prompt describes an occlusion event where a piece of cardboard temporarily blocks
+    the camera's view of the ball. Crucially, the prompt explicitly states that the cardboard does not
+    interact with any objects in the scene, and it does not describe any physical actions being performed
+    by the robotic arm (such as opening the gripper or releasing the ball) during the occlusion. Based
+    strictly on the provided text, the assumption is that the robotic arm remains static and continues
+    to hold the ball. Therefore, when the cardboard is lowered, the final state of the scene should be
+    identical to the initial state.
+  questions:
+  - id: ball_height_change
+    question: Is the tennis ball positioned lower in the frame than it was in the initial image?
+    answer_type: yes_no
+    notes_for_judge: The ball must have fallen due to gravity.
+  - id: ball_ground_contact
+    question: Is the tennis ball resting on or very close to the hardwood floor?
+    answer_type: yes_no
+    notes_for_judge: After several seconds, the ball should have settled on the floor.
+  - id: hand_ball_separation
+    question: Is the vertical distance between the hand and the ball greater than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The ball should be far below the hand, not hovering near it.
+  - id: ball_not_floating
+    question: Is the space immediately below the fingers empty?
+    answer_type: yes_no
+    notes_for_judge: The ball should no longer be suspended in mid-air near the hand.
+  - id: background_consistency
+    question: Is the hardwood floor pattern still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: hand_presence
+    question: Is the arm or hand still visible in the upper right area?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.

image_implied/bouncing_ball_rebound_curtain/bouncing_ball_rebound_curtain.yaml

@@ -0,0 +1,56 @@
+id: bouncing_ball_rebound_curtain
+level: 2
+category: spatial_kinematics
+kinematic_variable: Vertical position through collision cycles
+tags: []
+prompts:
+  image_gen_prompt: A high-angle downward shot looking at a polished hardwood floor. A robotic arm extends
+    into the upper-right corner of the frame from above, its gripper fingers fully spread open, having
+    just released their grip. A yellow-green tennis ball hangs in mid-air a few centimeters below the
+    open gripper, at approximately 3 meters above the floor.
+  video_WM: A heavy curtain drops from the ceiling between the camera and the ball, completely blocking
+    the ball from view, without touching or interacting with any object in the scene, for a prolonged
+    duration. After a pause, the curtain rises. The camera remains stationary; no scene cuts; no new people
+    or objects enter the scene. Smooth, continuous evolution with only objects present in the initial
+    scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: A robotic arm with a black and silver gripper, bearing the text 'DYNAMIX ROBOTICS',
+    extends from the right side of the frame over a polished wooden parquet floor. The gripper is open,
+    and a yellow tennis ball is suspended in mid-air just below it, appearing to have just been released.
+  init2final_edit_prompt: Edit the given image by moving the yellow tennis ball from its mid-air position
+    to resting stationary on the wooden floor below the robotic gripper.
+  rationale: The initial image shows a tennis ball in mid-air, having just been released by the robotic
+    arm. During the prolonged period when the scene is occluded by the curtain, gravity will cause the
+    ball to fall to the floor, bounce, and eventually lose its kinetic energy to come to a complete stop.
+    By the time the curtain rises, the ball will be resting on the wooden floor beneath the gripper, while
+    the robotic arm remains in its initial position.
+  questions:
+  - id: ball_height_change
+    question: Is the tennis ball positioned lower in the frame than it was in the initial image?
+    answer_type: yes_no
+    notes_for_judge: The ball must have fallen due to gravity.
+  - id: ball_ground_contact
+    question: Is the tennis ball resting on or very close to the hardwood floor?
+    answer_type: yes_no
+    notes_for_judge: After several seconds, the ball should have settled on the floor.
+  - id: hand_ball_separation
+    question: Is the vertical distance between the hand and the ball greater than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The ball should be far below the hand, not hovering near it.
+  - id: ball_not_floating
+    question: Is the space immediately below the fingers empty?
+    answer_type: yes_no
+    notes_for_judge: The ball should no longer be suspended in mid-air near the hand.
+  - id: background_consistency
+    question: Is the hardwood floor pattern still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: hand_presence
+    question: Is the arm or hand still visible in the upper right area?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.

image_implied/bouncing_ball_rebound_lightoff/bouncing_ball_rebound_lightoff.yaml

@@ -0,0 +1,59 @@
+id: bouncing_ball_rebound_lightoff
+level: 2
+category: spatial_kinematics
+kinematic_variable: Vertical position through collision cycles
+tags: []
+prompts:
+  image_gen_prompt: A high-angle downward shot looking at a polished hardwood floor. A robotic arm extends
+    into the upper-right corner of the frame from above, its gripper fingers fully spread open, having
+    just released their grip. A yellow-green tennis ball hangs in mid-air a few centimeters below the
+    open gripper, at approximately 3 meters above the floor.
+  video_WM: The room lights switch off, leaving the ball and robot arm in complete darkness and completely
+    invisible for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+  Genie: null
+evaluation:
+  init_frame_description: The image features a robotic arm extending from the upper right corner, constructed
+    with black carbon fiber sections and silver metal joints. Its black, multi-pronged gripper is securely
+    holding a bright yellow tennis ball. The background consists of a polished wooden parquet floor laid
+    in a herringbone pattern, with visible light reflections on its surface.
+  init2final_edit_prompt: Edit the given image to remove the tennis ball from the robotic arm's gripper,
+    leaving the gripper empty and in the same position. Place the yellow tennis ball so that it is resting
+    on the wooden floor directly below the robotic arm. Keep the lighting, camera angle, and the rest
+    of the environment unchanged.
+  rationale: 'The video prompt indicates that the room lights switch off, creating a period of complete
+    darkness, before turning back on. Given the task ID ''bouncing_ball_rebound_lightoff'', it is assumed
+    that an action takes place during this occlusion: the robotic arm releases the tennis ball. While
+    the lights are off, the ball falls, bounces on the wooden floor, and eventually comes to a stop. Consequently,
+    when the lights turn back on, the final state shows the robotic arm with an empty gripper and the
+    tennis ball resting on the floor beneath it.'
+  questions:
+  - id: ball_height_change
+    question: Is the tennis ball positioned lower in the frame than it was in the initial image?
+    answer_type: yes_no
+    notes_for_judge: The ball must have fallen due to gravity.
+  - id: ball_ground_contact
+    question: Is the tennis ball resting on or very close to the hardwood floor?
+    answer_type: yes_no
+    notes_for_judge: After several seconds, the ball should have settled on the floor.
+  - id: hand_ball_separation
+    question: Is the vertical distance between the hand and the ball greater than in the initial frame?
+    answer_type: yes_no
+    notes_for_judge: The ball should be far below the hand, not hovering near it.
+  - id: ball_not_floating
+    question: Is the space immediately below the fingers empty?
+    answer_type: yes_no
+    notes_for_judge: The ball should no longer be suspended in mid-air near the hand.
+  - id: background_consistency
+    question: Is the hardwood floor pattern still visible?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.
+  - id: hand_presence
+    question: Is the arm or hand still visible in the upper right area?
+    answer_type: yes_no
+    notes_for_judge: Secondary consistency check.

image_implied/butter_melt_cardboard/butter_melt_cardboard.yaml

@@ -0,0 +1,28 @@
+id: butter_melt_cardboard
+level: 1
+category: scalar_state
+scalar_variable: Maple syrup height
+prompts:
+  image_gen_prompt: ''
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the butter
+    and pan from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the cardboard is lowered. The camera remains stationary; no scene cuts; no new people
+    or objects enter the scene. removed. Smooth, continuous evolution with only objects present in the
+    initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A solid, rectangular block of yellow butter sits in the center of a black cast
+    iron skillet. The skillet is placed on a stainless steel gas stovetop. The gas burner beneath the
+    skillet is lit, showing bright blue and orange flames. Wisps of smoke or steam are rising from the
+    pan around the butter. In the background, there is a wooden cutting board, a ceramic utensil holder
+    filled with kitchen tools, a tiled backsplash, and a window.
+  init2final_edit_prompt: Edit the given image to replace the solid block of butter with a pool of melted,
+    liquid butter spreading across the bottom of the black cast iron pan. Ensure the flames beneath the
+    pan remain visible and the rest of the kitchen environment is unchanged.
+  rationale: The initial image shows a solid block of butter in a pan over an active, hot gas flame. The
+    video prompt specifies that the view is occluded for a 'prolonged duration'. During this time, the
+    continuous heat from the burner will cause the solid butter to melt. Therefore, when the occlusion
+    is removed, the final state should show the butter has turned into a liquid pool within the pan.

image_implied/butter_melt_curtain/butter_melt_curtain.yaml

@@ -0,0 +1,27 @@
+id: butter_melt_curtain
+level: 1
+category: scalar_state
+scalar_variable: Maple syrup height
+prompts:
+  image_gen_prompt: ''
+  video_WM: A heavy curtain drops from the ceiling between the camera and the pan, completely blocking
+    the pan from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the curtain rises. The camera remains stationary; no scene cuts; no new people or objects
+    enter the scene. Smooth, continuous evolution with only objects present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A black cast iron skillet sits on a gas stove over an active burner with visible
+    blue and orange flames. Inside the skillet is a solid, rectangular stick of yellow butter. Wisps of
+    smoke or steam are rising from the pan. The background includes a tiled backsplash, a wooden cutting
+    board to the left, and a ceramic utensil holder.
+  init2final_edit_prompt: Edit the given image to replace the solid stick of butter in the cast iron skillet
+    with a pool of completely melted, liquid yellow butter spreading across the bottom of the pan. Maintain
+    the active gas flames beneath the skillet.
+  rationale: 'The initial frame establishes a physical process: a solid stick of butter is being heated
+    in a pan over an active gas flame. During the prolonged period when the curtain occludes the view,
+    the heat from the burner continues to transfer to the butter. It is assumed that this continuous application
+    of heat over time will cause the butter to undergo a phase change from solid to liquid. Consequently,
+    when the curtain rises, the butter will have completely melted into a puddle.'

image_implied/butter_melt_lightoff/butter_melt_lightoff.yaml

@@ -0,0 +1,26 @@
+id: butter_melt_lightoff
+level: 1
+category: scalar_state
+scalar_variable: Maple syrup height
+prompts:
+  image_gen_prompt: ''
+  video_WM: The room lights switch off, leaving the pan and butter in complete darkness and completely
+    invisible for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A black cast iron skillet is placed on a lit gas stove burner with visible blue
+    and orange flames. Inside the skillet rests a solid, rectangular stick of yellow butter, with smoke
+    rising from it. The background features a tiled backsplash, a wooden cutting board, and a ceramic
+    utensil holder.
+  init2final_edit_prompt: Edit the given image to replace the solid stick of butter with a pool of melted,
+    liquid yellow butter spread across the bottom of the cast iron skillet. Ensure the gas flames beneath
+    the skillet remain lit and visible, and keep the background and camera angle unchanged.
+  rationale: The prompt specifies that the lights turn off for a prolonged duration while the scene continues
+    to evolve. During this time, the gas burner remains on, continuously heating the cast iron skillet.
+    The prolonged exposure to heat causes the solid stick of butter to melt completely. When the lights
+    turn back on, the butter is expected to be in a liquid state, forming a puddle in the pan.

image_implied/can_condensation_cardboard/can_condensation_cardboard.yaml

@@ -0,0 +1,29 @@
+id: can_condensation_cardboard
+level: 4
+category: structural_transformation
+transformation_type: cutting (machine)
+prompts:
+  image_gen_prompt: ''
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the pan with
+    popcorns from view, without touching or interacting with any object in the scene, for a prolonged
+    duration. After a pause, the cardboard is lowered. The camera remains stationary; no scene cuts; no
+    new people or objects enter the scene. removed. Smooth, continuous evolution with only objects present
+    in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A heavily frosted can of 'Glacier Brew' sits on a rustic wooden table. The can
+    is covered in thick white frost and condensation droplets. The background is out of focus, showing
+    a dark blue wall.
+  init2final_edit_prompt: Edit the given image to make the can appear wet rather than heavily frosted.
+    Remove most of the opaque white frost, replacing it with clear water droplets and streaks of water
+    running down the sides of the can. Add a small, dark wet ring or puddle on the wooden table immediately
+    surrounding the base of the can.
+  rationale: The prompt describes a prolonged occlusion of the scene by a piece of cardboard. Although
+    the prompt mistakenly mentions a 'pan with popcorns', the physical logic must be applied to the actual
+    objects in the initial frame. During the extended time the scene is hidden, the ambient room temperature
+    will cause the thick frost on the cold can to melt. When the cardboard is lowered, the can remains
+    in the same position, but its surface state has evolved from frozen frost to liquid condensation,
+    likely pooling slightly at the base.

image_implied/can_condensation_curtain/can_condensation_curtain.yaml

@@ -0,0 +1,26 @@
+id: can_condensation_curtain
+level: 4
+category: structural_transformation
+transformation_type: cutting (machine)
+prompts:
+  image_gen_prompt: ''
+  video_WM: A heavy curtain drops from the ceiling between the camera and the can, completely blocking
+    the can from view, without touching or interacting with any object in the scene, for a prolonged duration.
+    After a pause, the curtain rises. The camera remains stationary; no scene cuts; no new people or objects
+    enter the scene. Smooth, continuous evolution with only objects present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A heavily frosted aluminum beverage can labeled 'GLACIER BREW' sits on a rustic,
+    textured wooden table. The can is coated in a thick layer of white frost and large condensation droplets.
+    The background consists of a blurred, dark blue wall.
+  init2final_edit_prompt: Edit the given image to remove the thick white frost from the surface of the
+    beverage can, leaving it looking wet with clear condensation droplets instead of opaque ice. Add a
+    small puddle of water on the wooden table immediately surrounding the base of the can.
+  rationale: The video prompt specifies that the can is occluded by a curtain for a prolonged duration.
+    During this extended period, the thick layer of frost on the cold can will melt due to the ambient
+    room temperature. Therefore, when the curtain rises, the can will no longer be covered in white frost,
+    but will instead be wet with clear condensation, and the melted frost will have formed a small puddle
+    at its base on the table.

image_implied/can_condensation_lightoff/can_condensation_lightoff.yaml

@@ -0,0 +1,27 @@
+id: can_condensation_lightoff
+level: 4
+category: structural_transformation
+transformation_type: cutting (machine)
+prompts:
+  image_gen_prompt: ''
+  video_WM: The room lights switch off, leaving the can in complete darkness and completely invisible
+    for a prolonged duration. After a pause, the lights turn back on. The camera remains stationary; no
+    scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A close-up shot of a can of 'GLACIER BREW' resting on a textured wooden table.
+    The can is heavily coated in thick white frost and large condensation droplets, indicating it is very
+    cold. The background consists of a blurred, dark blue wall.
+  init2final_edit_prompt: Edit the given image to remove the thick white frost from the can, replacing
+    it with clear water droplets to make the can look wet rather than frozen. Add a small puddle of water
+    on the wooden table immediately surrounding the base of the can. Maintain the exact same lighting,
+    camera angle, and background.
+  rationale: The prompt indicates a prolonged duration of darkness before the lights turn back on. During
+    this extended time at ambient room temperature, the thick frost and ice on the cold can will melt.
+    By the time the lights return, the can will have lost its frosty appearance, becoming merely wet with
+    condensation, and the melted frost will have pooled into a small puddle at the base of the can on
+    the table.

image_implied/clay_drying_cardboard/clay_drying_cardboard.yaml

@@ -0,0 +1,29 @@
+id: clay_drying_cardboard
+level: 1
+category: scalar_state
+scalar_variable: Surface darkness
+prompts:
+  image_gen_prompt: A dark, wet mahogany-colored terracotta pot on a pedestal. A bright industrial heat
+    lamp is positioned inches away, aimed directly at the side of the pot.
+  video_WM: A piece of cardboard is held up in front of the camera view, completely blocking the terracotta
+    pot and heating lamp from view, without touching or interacting with any object in the scene, for
+    a prolonged duration. After a pause, the cardboard is lowered. The camera remains stationary; no scene
+    cuts; no new people or objects enter the scene. removed. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A dark, wet terracotta pot sits on a stone pedestal. A heat lamp with a wire
+    guard and a glowing red bulb shines directly onto the pot from the right. On the side of the pot facing
+    the lamp, there is a distinct, lighter-colored, dry, and cracked patch. Steam is rising from the wet
+    surface of the pot. The background is a blurred greenhouse interior.
+  init2final_edit_prompt: Edit the given image to significantly enlarge the dry, cracked, lighter-colored
+    patch on the side of the terracotta pot, making it spread further across the surface facing the heat
+    lamp. Decrease the amount of steam rising from the pot.
+  rationale: The video prompt indicates a prolonged period of occlusion during which the scene remains
+    active. The heat lamp continues to shine on the wet terracotta pot while hidden from view. This continuous
+    application of heat will cause more water to evaporate from the clay. Consequently, the dry, cracked
+    patch on the pot's surface will expand significantly, and the overall amount of steam being produced
+    will likely decrease as the pot dries.

image_implied/clay_drying_curtain/clay_drying_curtain.yaml

@@ -0,0 +1,31 @@
+id: clay_drying_curtain
+level: 1
+category: scalar_state
+scalar_variable: Surface darkness
+prompts:
+  image_gen_prompt: A dark, wet mahogany-colored terracotta pot on a pedestal. A bright industrial heat
+    lamp is positioned inches away, aimed directly at the side of the pot.
+  video_WM: A heavy curtain drops from the ceiling between the camera and the terracotta pot, completely
+    blocking the terracotta pot and heating lamp from view, without touching or interacting with any object
+    in the scene, for a prolonged duration. After a pause, the curtain rises. The camera remains stationary;
+    no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution with only objects
+    present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A dark, wet terracotta pot sits on a weathered stone pedestal inside what appears
+    to be a greenhouse. A heat lamp with a metal wire guard and a glowing orange-red bulb is positioned
+    close to the pot, pointing directly at its side. Where the light hits the pot, there is a distinct,
+    lighter-colored, dry, and cracked circular patch. Steam is visibly rising from the top and sides of
+    the wet pot.
+  init2final_edit_prompt: Edit the given image to significantly expand the dry, lighter-colored, cracked
+    patch on the terracotta pot so that it covers the majority of the side facing the heat lamp. Lighten
+    the overall color of the rest of the pot to make it appear much drier, and remove the steam rising
+    from it.
+  rationale: The video prompt specifies that the scene is occluded by a curtain for a prolonged duration.
+    During this time, it is assumed that the heat lamp remains on and continues to bake the wet terracotta
+    pot. The continuous application of heat over a long period will cause the moisture in the clay to
+    evaporate. Consequently, the small dry, cracked patch will expand significantly as the rest of the
+    pot dries out, and the steam will eventually cease once the moisture is depleted.

image_implied/clay_drying_lightoff/clay_drying_lightoff.yaml

@@ -0,0 +1,29 @@
+id: clay_drying_lightoff
+level: 1
+category: scalar_state
+scalar_variable: Surface darkness
+prompts:
+  image_gen_prompt: A dark, wet mahogany-colored terracotta pot on a pedestal. A bright industrial heat
+    lamp is positioned inches away, aimed directly at the side of the pot.
+  video_WM: The room lights switch off, leaving the terracotta pot and heating lamp in complete darkness
+    and completely invisible for a prolonged duration. After a pause, the lights turn back on. The camera
+    remains stationary; no scene cuts; no new people or objects enter the scene. Smooth, continuous evolution
+    with only objects present in the initial scene.
+  camera_WM: ''
+camera_control:
+  HY-WorldPlay: s-3, right-30, left-30
+  lingbot: s-3, right-30, left-30
+evaluation:
+  init_frame_description: A wet, dark terracotta pot rests on a stone pedestal in a greenhouse setting.
+    To the right, a heat lamp with a metal reflector and wire cage is turned on, emitting a bright red
+    glow. The red light is focused on the side of the pot, where a lighter, dry, and cracked patch of
+    clay has formed. Steam is visibly rising from the top and sides of the heated pot.
+  init2final_edit_prompt: Edit the given image to turn off the heat lamp, removing the red glow from the
+    bulb and the red light cast onto the terracotta pot. Remove all steam rising from the pot. Keep the
+    dry, cracked patch on the side of the pot, but adjust its color and lighting to reflect natural ambient
+    light instead of the red lamp illumination.
+  rationale: The prompt indicates that the scene plunges into complete darkness, which implies the heat
+    lamp is turned off along with the room lights. During this prolonged period without the active heat
+    source, the pot cools down and the steam dissipates. When the ambient room lights turn back on, the
+    heat lamp remains off, leaving the scene without the red glow or steam, though the previously dried
+    patch of clay remains visible.