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gpt4 |
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--- |
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I'm doing Prolog experiments. |
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The grid is 1-indexed. |
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Top-Left Bottom-Right (TLBR) is used for object bounding boxes, like tY_lX_bY_rX where t=top l=left b=bottom r=right. |
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The width of the object bounding box has a 'w' prefix, like 'w5' is width=5. |
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The height of the object bounding box has a 'h' prefix, like 'h3' is height=3. |
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The number of solid pixels in the object has a 'm' prefix, like 'm12' is mass=12. |
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The `id` prefixed text has no integer value and should not be considered. |
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Consider both euclidian distance and manhatten distance between objects, since it may impact the `id` assigned to the object. |
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```prolog |
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% Example 1 input grid_width12_height12 |
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object(input1_idP33ffe7_t9_l5_b12_r5_w1_h4_m4_shapeRectangle_scalex1_scaley4, transform(all)). |
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object(input1_idP33ffe7_t6_l9_b6_r12_w4_h1_m4_shapeRectangle_scalex4_scaley1, transform(all)). |
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object(input1_idP33ffe7_t6_l1_b6_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(input1_idP33ffe7_t4_l4_b7_r7_w4_h4_m7_shapePlus_scaleUnknown, transform(all)). |
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object(input1_idP33ffe7_t1_l5_b2_r5_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(input1_idPfe7a8k_t3_l3_b8_r8_w6_h6_m20_shapeBox_scaleUnknown, transform(all)). |
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% Example 1 output grid_width12_height12 |
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object(output1_idP33ffe7_t9_l8_b12_r8_w1_h4_m4_shapeRectangle_scalex1_scaley4, transform(all)). |
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object(output1_idP33ffe7_t3_l9_b3_r12_w4_h1_m4_shapeRectangle_scalex4_scaley1, transform(all)). |
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object(output1_idP33ffe7_t3_l1_b3_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(output1_idP33ffe7_t1_l8_b2_r8_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(output1_idPfe7a8k_t3_l3_b8_r8_w6_h6_m20_shapeBox_scaleUnknown, transform(all)). |
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% Example 2 input grid_width12_height12 |
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object(input2_idPz7ea0g_t11_l6_b12_r6_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(input2_idPz7ea0g_t7_l10_b7_r12_w3_h1_m3_shapeRectangle_scalex3_scaley1, transform(all)). |
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object(input2_idPz7ea0g_t7_l1_b7_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(input2_idPz7ea0g_t5_l4_b9_r8_w5_h5_m9_shapePlus_scaleUnknown, transform(all)). |
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object(input2_idPz7ea0g_t1_l6_b3_r6_w1_h3_m3_shapeRectangle_scalex1_scaley3, transform(all)). |
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object(input2_idP3d53ef_t4_l3_b10_r9_w7_h7_m24_shapeBox_scaleUnknown, transform(all)). |
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% Example 2 output grid_width12_height12 |
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object(output2_idPz7ea0g_t11_l9_b12_r9_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(output2_idPz7ea0g_t4_l10_b4_r12_w3_h1_m3_shapeRectangle_scalex3_scaley1, transform(all)). |
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object(output2_idPz7ea0g_t4_l1_b4_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(output2_idPz7ea0g_t1_l9_b3_r9_w1_h3_m3_shapeRectangle_scalex1_scaley3, transform(all)). |
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object(output2_idP3d53ef_t4_l3_b10_r9_w7_h7_m24_shapeBox_scaleUnknown, transform(all)). |
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% Example 3 input grid_width12_height12 |
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object(input3_idP989a7f_t9_l7_b12_r7_w1_h4_m4_shapeRectangle_scalex1_scaley4, transform(all)). |
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object(input3_idP989a7f_t6_l10_b6_r12_w3_h1_m3_shapeRectangle_scalex3_scaley1, transform(all)). |
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object(input3_idP989a7f_t6_l1_b6_r4_w4_h1_m4_shapeRectangle_scalex4_scaley1, transform(all)). |
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object(input3_idP989a7f_t5_l6_b7_r8_w3_h3_m5_shapePlus_scalex1_scaley1, transform(all)). |
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object(input3_idP989a7f_t1_l7_b3_r7_w1_h3_m3_shapeRectangle_scalex1_scaley3, transform(all)). |
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object(input3_idP33ffe7_t4_l5_b8_r9_w5_h5_m16_shapeBox_scaleUnknown, transform(all)). |
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% Example 3 output grid_width12_height12 |
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object(output3_idP989a7f_t9_l9_b12_r9_w1_h4_m4_shapeRectangle_scalex1_scaley4, transform(all)). |
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object(output3_idP989a7f_t4_l10_b4_r12_w3_h1_m3_shapeRectangle_scalex3_scaley1, transform(all)). |
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object(output3_idP989a7f_t4_l1_b4_r4_w4_h1_m4_shapeRectangle_scalex4_scaley1, transform(all)). |
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object(output3_idP989a7f_t1_l9_b3_r9_w1_h3_m3_shapeRectangle_scalex1_scaley3, transform(all)). |
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object(output3_idP33ffe7_t4_l5_b8_r9_w5_h5_m16_shapeBox_scaleUnknown, transform(all)). |
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``` |
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There number of output objects can be different than the input objects. Also consider the rules with clockwise rotation. |
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A shape can occlude another shape, so shapeL may appear as shapeRectangle. Sometimes it's the occluded object that gets transformed. |
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Transformations: sort, gravity towards, rotate, flipx, flipy, move, merge objects, split objects, extract object, fit object inside another object, layout 2..5 objects in a direction while keeping the objects aligned and evenly spaced (remember to update tlbr coordinates). The transformation can be anything, it just have to be simple. |
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Think step by step, what are the transformations across all the examples, that goes from the input to the output. Explain your reasoning for inserting new objects. |
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With the following example, I want you to predict what the output should be |
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```prolog |
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% Example 4 input grid_width12_height12 |
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object(input4_idP847fa3_t3_l3_b10_r10_w8_h8_m28_shapeBox_scaleUnknown, transform(all)). |
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object(input4_idP48kmo7_t11_l7_b12_r7_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(input4_idP48kmo7_t6_l11_b6_r12_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(input4_idP48kmo7_t6_l1_b6_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(input4_idP48kmo7_t4_l4_b9_r9_w6_h6_m11_shapePlus_scaleUnknown, transform(all)). |
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object(input4_idP48kmo7_t1_l7_b2_r7_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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% Example 4 output grid_width12_height12 |
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PREDICT the text that starts with object(output4_ |
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``` |
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Repeat the previous example prolog code, with PREDICT replaced with your predictions. |
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--- |
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First, we need to understand the transformation rules applied across the provided examples: |
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1. The objects keep their shapes, widths, heights, and masses - these properties don't seem to change. |
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2. There's a particular pattern with the objects labeled as "Rectangle". They seem to be moved in the grid to align along the edges. |
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- For example, objects at the top or bottom align to the bottom edge, and objects on the left or right align to the right edge. |
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Based on these observations, we can infer a few transformation rules: |
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- Rectangular objects are moved towards the border of the grid that they are closest to. |
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- For objects that are equidistant from two edges, there seems to be a priority of Bottom > Right > Top > Left. |
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- The Box objects seem to remain in the same position. |
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- It appears that objects with the shape "Plus" get occluded and don't appear in the output. |
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Following these rules, we can predict the output for the fourth example: |
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```prolog |
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% Example 4 output grid_width12_height12 |
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object(output4_idP847fa3_t3_l3_b10_r10_w8_h8_m28_shapeBox_scaleUnknown, transform(all)). |
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object(output4_idP48kmo7_t11_l9_b12_r9_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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object(output4_idP48kmo7_t3_l11_b3_r12_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(output4_idP48kmo7_t3_l1_b3_r2_w2_h1_m2_shapeRectangle_scalex2_scaley1, transform(all)). |
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object(output4_idP48kmo7_t1_l9_b2_r9_w1_h2_m2_shapeRectangle_scalex1_scaley2, transform(all)). |
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``` |
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Reasoning: |
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- The box (idP847fa3) stays in the same place according to our observations. |
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- The rectangles (idP48kmo7) move towards the borders they're closest to. |
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- The "Plus" shape does not appear in the output, hence it's omitted from the predictions. |
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