[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp red capsule. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp red can, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp brown box on left. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach brown box below?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes brown box on top?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp bottom fruit, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping tool?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp right fruit, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping white coiled cable?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp left box, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp right yellow clamp below, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to peach.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding white cable bundle.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up left box, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up middle yellow clamp, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes red and yellow apple shape?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp coiled white cable, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp white cables?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach red and yellow nectarine?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach top right red box?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp bottom yellow lemon, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding bottom right yellow lemon.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding top left lemon.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to right box.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to yellow bell pepper.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up right lemon, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp white cables. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp left coffee filter box, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp top middle apple?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp white coiled cable?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping right green and red box?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to top apple.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping bottom apple?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes coiled white cable?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up top left coffee filter box, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp bottom red and yellow peach?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to coiled white cable.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp top left box. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp right box?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to top left fruit.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping top orange tool?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding bottom orange toy plane.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp bottom blue cup, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp top left blue cup. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp right blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up center blue cup, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to top left blue cup.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp right blue cup. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach middle blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding orange and yellow tool on bottom.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach blue cup in center?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp blue cup on right, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach blue cup in top left corner?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to centre blue container.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to top right blue container.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to top left blue cup.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping left bottle?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp middle case?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up bottle, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to calculator.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp glue stick, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping left calculator?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach tube?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp case, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp calculator?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding glass.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp orange toy. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the first object I need to grasp to reach top right cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to bottom right cup.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp middle cup, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes left cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up yellow and orange object, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes top blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp right blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What object should be removed before grasping middle blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
What is the top object that occludes left blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to orange tool.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp right gray handled scissors, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp middle left blue cup?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp orange yellow object, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding right blue cup.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp right blue cup, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp orange and yellow tool, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp blue cup on center, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Tell me the top-most object that blocks access to blue cup below center.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Identify the object occluding blue cup on left.


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
I want to grasp bottom left scissors. What should I remove first?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To grasp middle right cup facing up, which object is on top of it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
To pick up right mustard bottle, which object is blocking it?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Before I grasp bottom left banana, what must be removed?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp top left banana?


[System]
You are an assistant specialized in robotic grasp planning based on occlusion reasoning. When asked which object must be removed first to grasp a specific target object in a single image:

- If the target object is not occluded, return the target object's name/description and its coordinates.
- If the target object has one occlusion path, reason step-by-step along that path, include the occlusion ratio for each occlusion relation when available, and end with the top-most object that must be removed first. Each reasoning step must reference objects with explicit (x,y) coordinates.
- If the target object has multiple occlusion paths, reason step by step for each path separately, and include all distinct top-most occluding objects in the final answer.
- All reasoning must be enclosed within a single pair of <think>...</think> tags.
- The final answer must be enclosed in <answer>...</answer> tags and formatted strictly as:
  <answer>[<points x y>object name</points>, ...]</answer>

[User]
<image>
Which object must be removed first to grasp blue toothpaste box?