{
  "task_intent": "Tell me the distance to drive from Carnegie Mellon University to the top computer science school in massachusetts",
  "prompt": "# Instruction\n- You are an expert in cleaning process data descriptions. Given a task, you are provided with a set of annotation description\ndata for a certain visual LLM related to human user operation videos. Plus, You are provided with full trace of playwright action,\nwhic includes action and url before and after the action.\n- You need to analyze all the descriptive data and ultimately summarize a complete and reasonable user operation description that can accomplish the given task.\n- For each strategy, give a clear list of the low level action sequence.\n\n# Task\nTell me the distance to drive from Carnegie Mellon University to the top computer science school in massachusetts\n\n# Annotation description\n### Part 1: Observing Actions on OpenStreetMap Website\n\n#### Action 1:\n- **Action:** I click on the search bar located at the top left corner of the page.\n- **Page Changes:** The search bar becomes active, and a dropdown menu appears below it, suggesting recent or popular search queries.\n- **Possible Purpose:** The likely intent is to initiate a search for a specific location or address on the map.\n\n#### Action 2:\n- **Action:** I type \"Where is this? Go\" into the search bar.\n- **Page Changes:** As I type, the text appears in the search bar. No immediate page changes occur until further action is taken.\n- **Possible Purpose:** The purpose is to input a query to find a particular location or area on the map.\n\n#### Action 3:\n- **Action:** I press the \"Go\" button next to the search bar.\n- **Page Changes:** After pressing \"Go,\" the map updates to display the searched location. However, since the query \"Where is this? Go\" is not a specific location, the map may not change significantly or might show an error message.\n- **Possible Purpose:** The intent is to execute the search query and view the corresponding location on the map.\n\n#### Action 4:\n- **Action:** I click on the \"From\" textbox within the directions panel on the left side of the page.\n- **Page Changes:** The \"From\" textbox becomes active, allowing me to input a starting location for directions.\n- **Possible Purpose:** The purpose is to specify a starting point for generating directions.\n\n#### Action 5:\n- **Action:** I type \"Carnegie Mellon University, Schenley Drive\" into the \"From\" textbox.\n- **Page Changes:** As I type, suggestions appear in a dropdown menu below the textbox, listing possible matches for the entered text.\n- **Possible Purpose:** The intent is to select \"Carnegie Mellon University, Schenley Drive\" as the starting point for the directions.\n\n#### Action 6:\n- **Action:** I select \"Carnegie Mellon University, Schenley Drive\" from the dropdown suggestions.\n- **Page Changes:** The selected location is confirmed in the \"From\" textbox, and the map may zoom in or highlight the selected starting point.\n- **Possible Purpose:** The purpose is to finalize the starting location for the directions.\n\n#### Action 7:\n- **Action:** I click on the \"To\" textbox within the directions panel.\n- **Page Changes:** The \"To\" textbox becomes active, ready for input.\n- **Possible Purpose:** The intent is to specify the destination for the directions.\n\n#### Action 8:\n- **Action:** I type \"Massachusetts Institute of Technology\" into the \"To\" textbox.\n- **Page Changes:** Suggestions appear in a dropdown menu below the \"To\" textbox, listing possible matches for the entered destination.\n- **Possible Purpose:** The purpose is to select \"Massachusetts Institute of Technology\" as the destination for the directions.\n\n#### Action 9:\n- **Action:** I select \"Massachusetts Institute of Technology, All\" from the dropdown suggestions.\n- **Page Changes:** The selected destination is confirmed in the \"To\" textbox, and the map may update to show the route between the starting point and the destination.\n- **Possible Purpose:** The intent is to finalize the destination for the directions.\n\n#### Action 10:\n- **Action:** I click the \"Go\" button next to the \"To\" textbox.\n- **Page Changes:** The map displays the calculated route from \"Carnegie Mellon University, Schenley Drive\" to \"Massachusetts Institute of Technology.\" The route is highlighted on the map, and step-by-step directions are shown in the directions panel.\n- **Possible Purpose:** The purpose is to generate and view the directions between the specified starting point and destination. \n\n### Summary\nIn this segment, I interact with the OpenStreetMap website by searching for locations and generating directions. I start by attempting to search for a location, then specify a starting point and a destination for directions, and finally, I generate and view the route on the map. Each action is aimed at navigating and utilizing the map's features to find and plan a route.\n\n# Playwright action\n[\n  {\n    \"action_uid\": \"link_Find directions between two points\",\n    \"idx\": 0,\n    \"action_repr\": \"frame.clickget_by_role(\\\"link\\\", name=\\\"Find directions between two points\\\")\",\n    \"before\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/#map=7/42.896/-75.108\"\n    },\n    \"after\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/#map=7/42.896/-75.108\"\n    }\n  },\n  {\n    \"action_uid\": \"textbox_From\",\n    \"idx\": 2,\n    \"action_repr\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"From\\\")Tab\",\n    \"before\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/#map=7/42.896/-75.108\"\n    },\n    \"after\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/#map=7/42.896/-75.108\"\n    }\n  },\n  {\n    \"action_uid\": \"textbox_To\",\n    \"idx\": 3,\n    \"action_repr\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"To\\\")Tab\",\n    \"before\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/directions\"\n    },\n    \"after\": {\n      \"url\": \"http://miniserver1875.asuscomm.com:3000/directions\"\n    }\n  }\n]\n\n# Output format\n- 先总结整个任务的Objective，然后按照Strategy-SubStrategy-action三级层次来给出整个过程，\n- 接着给出整个操作流程后的观察和有趣的发现，最后严格按照json格式输出三级层次的过程描述。\n- 最后的输出json应该是包在```{json}```之间，最底层动作需要包含描述、对应的playwright动作指令顺序编号，以及具体指令内容。\n\n# Example\n### Complete User Operation Description to Display Labeled Issues in kkroening/ffmpeg-python\n\n**Objective:** Filter and display all issues labeled as \"question\" in the kkroening/ffmpeg-python repository.\n\n---\n\n#### **Strategy 1: Navigate to the Repository**\n**Low-Level Action Sequence:**\n1. **Search for the user \"kkroening\"**\n   - Click the global search bar (placeholder: \"Search GitLab\").\n   - Type \"kkroening\" and press `Enter`.\n2. **Select the user from results**\n   - Click the \"Users\" tab in search results.\n   - Click on \"Karl Kroening @kkroening\" in the user list.\n3. **Access the repository**\n   - Navigate to the \"Personal projects\" section.\n   - Click on the \"ffmpeg-python\" project.\n\n---\n\n#### **Strategy 2: Filter Issues by Label**\n**Low-Level Action Sequence:**\n1. **Open the Issues tab**\n   - Scroll to the left sidebar menu.\n   - Click the \"Issues\" tab (displaying the count, e.g., \"Issues 402\").\n2. **Apply label filtering**\n   - Click the search/filter bar in the issues list.\n   - Select the \"Label\" dropdown from the filter options.\n   - Type or select \"question\" from the label dropdown.\n   - Click the search/apply button to confirm the filter.\n\n---\n\n#### **Final Oberservation**\nThe issues list will refresh to show only issues with the \"question\" label. The URL will reflect the filter:\n`.../ffmpeg-python/-/issues/?label_name[]=question`.\n\n---\n\n### Key Observations from Playwright Trace\n- The final URL after filtering:\n  `http://ec2-3-135-39-80.../ffmpeg-python/-/issues/?label_name%5B%5D=question`\n  confirms the \"question\" label filter is applied.\n- Critical interactions include selecting the \"Label\" dropdown and explicitly choosing \"question\" to refine results.\n\n### Final output\n```json\n[{\n  \"strategy\" : \"Navigate to the Repository\",\n  \"substrategies\": [\n    {\n      \"substrategy\": \"Search for the user \\\"kkroening\\\"\",\n      \"actions\" : [\n        {\n          \"description\": \"Click the global search bar (placeholder: \\\"Search GitLab\\\"). \",\n          \"playwright_idx\" : 18,\n          \"playwright_instruction\" : \"frame.pressget_by_placeholder(\\\"Search GitLab\\\")Enter\"\n        }\n      ]\n    },\n    {\n      \"substrategy\": \"Select the user from results\",\n      \"actions\" : [\n      ]\n    }\n  ]\n},\n{\n  \"strategy\" : \"Filter Issues by Label\",\n  \"substrategies\" : [\n  ]\n}]\n```",
  "response": "<think>\nOkay, let's tackle this problem. The user wants to know the driving distance from Carnegie Mellon University to the top computer science school in Massachusetts. The annotation data and playwright actions are provided, so I need to analyze them to create a structured summary.\n\nFirst, the Objective is clear: Determine the driving distance between CMU and the top CS school in Massachusetts, which is MIT. The main steps involve using OpenStreetMap's directions feature.\n\nLooking at the Annotation Description, there are 10 actions. The user starts by interacting with the search bar, then moves to the directions panel. They input CMU as the starting point and MIT as the destination, then generate the route. The Playwright actions show clicks on the directions link and textbox interactions.\n\nNow, structuring this into strategies. The first strategy would be accessing the directions feature. The user clicked the \"Find directions between two points\" link, which is part of the Playwright action 0. Then, they set the 'From' and 'To' fields. The 'From' is set by typing and selecting CMU (actions 4-6), and 'To' is MIT (actions 7-9). Finally, executing the search (action 10) shows the route.\n\nEach of these steps corresponds to playwright actions. For example, action 0 is clicking the directions link. Then, pressing Tab to navigate between textboxes (actions 2 and 3 in playwright). The actual typing and selecting might not have playwright actions listed, but the provided data includes those steps in the annotation.\n\nSo, the JSON structure should have strategies for accessing directions, setting start and end points, and executing. Each substrategy would break down the steps, linking annotations to playwright actions where possible. The playwright actions 0, 2, 3 are part of the process, but the detailed typing and selection steps in the annotations don't have direct playwright entries except for the initial clicks and tabs.\n\nWait, the Playwright actions provided are only three: clicking the directions link, pressing Tab on 'From' and 'To' textboxes. But the annotation includes more steps like typing and selecting from dropdowns. The example output includes playwright_idx and instructions, but in the given data, maybe some actions don't have corresponding playwright entries. So, for the JSON, only the actions that have playwright actions (like idx 0,2,3) will have those fields. The other actions (like typing, selecting from dropdown) would not have playwright_idx or instructions, but they are part of the description.\n\nTherefore, the JSON should list all the steps from the annotation, but only include playwright data where available. For example, clicking the directions link (action_uid link_Find directions...) is playwright idx 0. Then, pressing Tab on 'From' and 'To' are idx 2 and 3. The actual typing and selecting steps in the annotation don't have playwright actions, so their playwright_idx might be null or omitted. But according to the example, if there's no playwright action, those fields might be left out. Wait, in the example, some actions have playwright_idx and some don't. So, in the JSON, only include playwright data when applicable.\n\nSo, the strategies would be:\n\n1. Access Directions Feature: Click the \"Find directions\" link (playwright action 0).\n2. Set Starting Point: Type and select CMU. The playwright action 2 is pressing Tab on 'From' textbox, which might be part of navigating to the field.\n3. Set Destination: Type and select MIT. Playwright action 3 is pressing Tab on 'To' textbox.\n4. Execute Route Calculation: Click 'Go' (no playwright action listed, but in the annotation, action 10 is clicking Go. However, in the playwright data, there's no action after idx 3. So maybe the playwright trace is incomplete, but we have to work with what's given.\n\nHmm, the Playwright actions provided are three steps. The first is clicking the directions link (idx 0), then pressing Tab on 'From' (idx 2), and pressing Tab on 'To' (idx 3). The rest of the actions in the annotation (typing, selecting, clicking Go) don't have corresponding playwright actions. So in the JSON, only those steps that have playwright actions will include the idx and instruction. The other steps are part of the strategy but without playwright data.\n\nSo, the JSON structure would have strategies and substrategies, each action including description, and if applicable, playwright info.\n\nFor example, under Strategy 1: Access Directions Feature, substrategy is clicking the link, which has playwright idx 0. Then, under Strategy 2: Set Starting Point, substrategies would involve clicking the 'From' box, typing, selecting, which don't have playwright data except maybe the Tab press (idx 2). But the annotation's action 4 is clicking the 'From' textbox, which might correspond to playwright's action 2 (pressing Tab on 'From' textbox). Wait, the playwright action_repr for idx 2 is \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"From\\\")Tab\". So that's pressing Tab on the 'From' textbox. But in the annotation, action 4 is clicking the 'From' textbox. So perhaps the playwright action 2 is part of navigating to the 'From' field. But how to map these?\n\nThis is a bit confusing. The annotation describes clicking on the 'From' textbox (action 4), but the playwright action 2 is pressing Tab on the 'From' textbox. Maybe the user first clicked the 'From' textbox (action 4 in annotation), which is not captured in the playwright trace, and then pressed Tab (playwright action 2). But the Playwright trace only includes some actions, perhaps the key ones. So in the JSON, the steps that have playwright actions are included with their idx and instruction, while others are described but without playwright data.\n\nTherefore, the final JSON will include the strategies and actions as per the annotation, and link the playwright actions where possible. For example:\n\nStrategy 1: Access Directions Feature\n- Substrategy: Click \"Find directions\" link (playwright idx 0)\n\nStrategy 2: Set Starting Point (CMU)\n- Substrategy: Activate 'From' field (playwright idx 2)\n- Then type and select CMU (no playwright data)\n\nStrategy 3: Set Destination (MIT)\n- Substrategy: Activate 'To' field (playwright idx 3)\n- Then type and select MIT\n\nStrategy 4: Execute Route Calculation\n- Click 'Go' button (no playwright data)\n\nBut according to the example, each action in the substrategy's actions array should have description, playwright_idx, and playwright_instruction. If there's no playwright action, maybe those fields are omitted. But the example includes actions without playwright_idx. Wait, in the example, some actions have playwright_idx and some don't. For example, in the example's first action, there's a playwright_idx 18, but others in the same substrategy have empty actions. So perhaps, in our case, only the steps that have corresponding playwright actions are included with those fields, and the rest are described but without playwright data.\n\nSo, the JSON would look like:\n\n[\n  {\n    \"strategy\": \"Access Directions Feature\",\n    \"substrategies\": [\n      {\n        \"substrategy\": \"Open directions panel\",\n        \"actions\": [\n          {\n            \"description\": \"Click the 'Find directions between two points' link\",\n            \"playwright_idx\": 0,\n            \"playwright_instruction\": \"frame.clickget_by_role(\\\"link\\\", name=\\\"Find directions between two points\\\")\"\n          }\n        ]\n      }\n    ]\n  },\n  {\n    \"strategy\": \"Set Starting Point (Carnegie Mellon University)\",\n    \"substrategies\": [\n      {\n        \"substrategy\": \"Input 'From' location\",\n        \"actions\": [\n          {\n            \"description\": \"Click on the 'From' textbox in the directions panel\",\n            \"playwright_idx\": 2,\n            \"playwright_instruction\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"From\\\")Tab\"\n          },\n          {\n            \"description\": \"Type 'Carnegie Mellon University, Schenley Drive' into the 'From' textbox\"\n          },\n          {\n            \"description\": \"Select 'Carnegie Mellon University, Schenley Drive' from dropdown suggestions\"\n          }\n        ]\n      }\n    ]\n  },\n  {\n    \"strategy\": \"Set Destination (Top CS School in Massachusetts)\",\n    \"substrategies\": [\n      {\n        \"substrategy\": \"Input 'To' location\",\n        \"actions\": [\n          {\n            \"description\": \"Click on the 'To' textbox in the directions panel\",\n            \"playwright_idx\": 3,\n            \"playwright_instruction\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"To\\\")Tab\"\n          },\n          {\n            \"description\": \"Type 'Massachusetts Institute of Technology' into the 'To' textbox\"\n          },\n          {\n            \"description\": \"Select 'Massachusetts Institute of Technology, All' from dropdown suggestions\"\n          }\n        ]\n      }\n    ]\n  },\n  {\n    \"strategy\": \"Generate and View Route\",\n    \"substrategies\": [\n      {\n        \"substrategy\": \"Execute route calculation\",\n        \"actions\": [\n          {\n            \"description\": \"Click the 'Go' button next to the 'To' textbox\"\n          }\n        ]\n      }\n    ]\n  }\n]\n\nBut wait, the Playwright action 2 is pressing Tab on the 'From' textbox, which might correspond to navigating to it, but the annotation's action 4 is clicking the 'From' textbox. So maybe the playwright action 2 is part of the process of activating the 'From' field. Similarly for action 3 and the 'To' field.\n\nIn the example, the playwright_instruction includes the action, like pressing Enter. So in our case, the playwright actions 2 and 3 are pressing Tab on the textboxes. But how does that relate to the user's actions in the annotation? Maybe the user clicked the 'From' textbox (action 4 in annotation), which is not captured in the playwright trace, but the playwright action 2 is pressing Tab, which might be part of navigating between fields. However, the example shows that the playwright_idx corresponds to the action in the playwright trace. So, for the 'From' textbox, the action in the playwright trace is pressing Tab on it (idx 2), which might be after clicking it. But since the annotation and playwright trace may not align perfectly, we have to map the available playwright actions to the steps.\n\nIn the JSON, the actions that have corresponding playwright actions (like idx 0, 2, 3) are included with their details, while the other steps (typing, selecting from dropdown, clicking Go) are described but without playwright data.\n\nSo the final JSON should include all the steps from the annotation, but only link the playwright actions where possible. The key actions from the playwright trace are the initial click on the directions link (idx 0), and pressing Tab on 'From' and 'To' (idx 2 and 3). The rest of the steps (typing, selecting, clicking Go) don't have playwright data, so their actions won't have playwright_idx or instruction.\n\nTherefore, the JSON structure will follow this logic.\n</think>\n\n```json\n[{\n  \"strategy\": \"Access Directions Feature on OpenStreetMap\",\n  \"substrategies\": [\n    {\n      \"substrategy\": \"Open directions interface\",\n      \"actions\": [\n        {\n          \"description\": \"Click the 'Find directions between two points' link\",\n          \"playwright_idx\": 0,\n          \"playwright_instruction\": \"frame.clickget_by_role(\\\"link\\\", name=\\\"Find directions between two points\\\")\"\n        }\n      ]\n    }\n  ]\n},\n{\n  \"strategy\": \"Specify Starting Point (Carnegie Mellon University)\",\n  \"substrategies\": [\n    {\n      \"substrategy\": \"Activate and input 'From' location\",\n      \"actions\": [\n        {\n          \"description\": \"Navigate to the 'From' textbox and activate it\",\n          \"playwright_idx\": 2,\n          \"playwright_instruction\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"From\\\")Tab\"\n        },\n        {\n          \"description\": \"Type 'Carnegie Mellon University, Schenley Drive' into the 'From' textbox\"\n        },\n        {\n          \"description\": \"Select 'Carnegie Mellon University, Schenley Drive' from dropdown suggestions\"\n        }\n      ]\n    }\n  ]\n},\n{\n  \"strategy\": \"Specify Destination (Top CS School in Massachusetts)\",\n  \"substrategies\": [\n    {\n      \"substrategy\": \"Activate and input 'To' location\",\n      \"actions\": [\n        {\n          \"description\": \"Navigate to the 'To' textbox and activate it\",\n          \"playwright_idx\": 3,\n          \"playwright_instruction\": \"frame.pressget_by_role(\\\"textbox\\\", name=\\\"To\\\")Tab\"\n        },\n        {\n          \"description\": \"Type 'Massachusetts Institute of Technology' into the 'To' textbox\"\n        },\n        {\n          \"description\": \"Select 'Massachusetts Institute of Technology, All' from dropdown suggestions\"\n        }\n      ]\n    }\n  ]\n},\n{\n  \"strategy\": \"Calculate and Display Distance\",\n  \"substrategies\": [\n    {\n      \"substrategy\": \"Trigger route calculation\",\n      \"actions\": [\n        {\n          \"description\": \"Click the 'Go' button to generate the route\"\n        }\n      ]\n    }\n  ]\n}]\n```",
  "final_output": [
    {
      "strategy": "Access Directions Feature on OpenStreetMap",
      "substrategies": [
        {
          "substrategy": "Open directions interface",
          "actions": [
            {
              "description": "Click the 'Find directions between two points' link",
              "playwright_idx": 0,
              "playwright_instruction": "frame.clickget_by_role(\"link\", name=\"Find directions between two points\")"
            }
          ]
        }
      ]
    },
    {
      "strategy": "Specify Starting Point (Carnegie Mellon University)",
      "substrategies": [
        {
          "substrategy": "Activate and input 'From' location",
          "actions": [
            {
              "description": "Navigate to the 'From' textbox and activate it",
              "playwright_idx": 2,
              "playwright_instruction": "frame.pressget_by_role(\"textbox\", name=\"From\")Tab"
            },
            {
              "description": "Type 'Carnegie Mellon University, Schenley Drive' into the 'From' textbox"
            },
            {
              "description": "Select 'Carnegie Mellon University, Schenley Drive' from dropdown suggestions"
            }
          ]
        }
      ]
    },
    {
      "strategy": "Specify Destination (Top CS School in Massachusetts)",
      "substrategies": [
        {
          "substrategy": "Activate and input 'To' location",
          "actions": [
            {
              "description": "Navigate to the 'To' textbox and activate it",
              "playwright_idx": 3,
              "playwright_instruction": "frame.pressget_by_role(\"textbox\", name=\"To\")Tab"
            },
            {
              "description": "Type 'Massachusetts Institute of Technology' into the 'To' textbox"
            },
            {
              "description": "Select 'Massachusetts Institute of Technology, All' from dropdown suggestions"
            }
          ]
        }
      ]
    },
    {
      "strategy": "Calculate and Display Distance",
      "substrategies": [
        {
          "substrategy": "Trigger route calculation",
          "actions": [
            {
              "description": "Click the 'Go' button to generate the route"
            }
          ]
        }
      ]
    }
  ]
}