<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:46:47.345Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:14.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:38.376Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:43.156Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:45.043Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:48.295Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:47:54.777Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:18.313Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:19.825Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:20.859Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:21.708Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:22.927Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:25.088Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-05-02T03:48:28.548Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:40.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:49.028Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:52.743Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-05-02T03:48:56.127Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:48:58.360Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:00.924Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:02.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:03.958Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:04.943Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:06.946Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:11.193Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:49:37.646Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:50:56.470Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"}
{"timestamp": "2025-05-02T03:51:58.705Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"}
{"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:10.166Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:24.601Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:25.756Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:29.561Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:53:31.247Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:54:24.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:27.477Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:31.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:36.525Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:37.872Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:38.761Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:39.827Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:42.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:45.300Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:54:46.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:56:01.559Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:56:18.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:57:22.247Z", "action": "purchase", "action_argument": "B0DJ1J7DDN"}
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-05-05T01:09:27.451Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:05.985Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:57:42.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:43.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:40.164Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T01:59:44.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:45.255Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:59:49.891Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
{"timestamp": "2025-05-05T02:10:08.819Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:11:18.665Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:11:20.419Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:11:36.307Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-05-05T02:11:39.174Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T02:11:44.087Z", "action": "purchase", "action_argument": "B0BZDKCQQ2"}
{"timestamp": "2025-05-05T02:13:13.431Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:14:12.990Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:14:37.031Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:14:39.563Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T02:14:51.695Z", "action": "purchase", "action_argument": "B0CN8S73JR"}
{"timestamp": "2025-05-05T02:15:36.460Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:15:43.404Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:15:53.757Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
{"timestamp": "2025-05-05T02:15:57.725Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:16:07.588Z", "action": "click_product", "action_argument": "B0BZDKCQQ2"}
{"timestamp": "2025-05-05T02:16:19.562Z", "action": "purchase", "action_argument": "B0DSG2LCX2, B0CN8S73JR, B0BZDKCQQ2"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T15:52:43.411Z", "action": "input", "action_argument": "notebooks for school"}
{"timestamp": "2025-05-05T15:56:36.925Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-05-05T15:57:05.461Z", "action": "click", "action_argument": "filter"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "notebooks for school"}],
"search_results": [{"title": "Five Star Spiral Notebook, 2 Subject, College Ruled, 9 1/2\" x 6\" 80 Sheets, Amethyst Purple (840029CF1-ECM)", "asin": "B0CWS1R8JT", "price": "$2.47", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 200 Sheets, Black (72081)", "asin": "B003O2RXUQ", "price": "$5.68", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, College Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (830049)", "asin": "B0CN3SQYN3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition, Wide Ruled Comp Book, Writing Journal Notebook with Lined Paper, Home School Supplies for College Students & K-12, 9-3/4\" x 7-1/2\", 100 Sheets, Black Marble (09910)", "asin": "B00006IDM7", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 6 Pack, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Color Assortment Design May Vary (65007)", "asin": "B00D3OR58A", "price": "$11.22", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook, 1 Subject, College Ruled Paper, 7\" x 4-3/8\", Personal Size, 80 Sheets, Black (450048AA2-ECM)", "asin": "B0CWS2CTQ4", "price": "$2.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, College Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Black, Red, Blue, Green, White, Purple (38052)", "asin": "B01BHL3DCC", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1 Subject, College Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (73065)", "asin": "B00P9U2EM8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Hardcover Spiral Notebook Journal with Removable Dividers Tabs, 300 Pages Leather 5 Subject Notebook College Ruled, 8\"x10\" Large B5 Notebooks for Work School Note taking, Lined Journal for Women, Pink", "asin": "B0D44Y2NSF", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women & Men, 140 Pages, College Ruled Hardcover Notebook for Work & Note Taking, Journals for Writing, A5(6\"x8\") - Green", "asin": "B0CT4HX4T9", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 150 Sheets, White (72464)", "asin": "B00JKRKJCS", "price": "$4.91", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Pastel Pink, Orange, Yellow, Green, Blue and Purple, 70 Sheets (63756), Set of 6", "asin": "B08VF9B772", "price": "$11.09", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, Wide Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (930050-ECM)", "asin": "B0BX76YG4F", "price": "$8.34", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford 1-Subject Notebooks, Notebooks for School, 8 x 10.5 Inches, College Rule, 70 Sheets, Assorted Primary Colors, 3 Pack, Colors May Vary (1006792)", "asin": "B0DCWNFS3S", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "ZICOTO Aesthetic Spiral Notebook Set of 3 For Women - Cute College Ruled 8x6 Journal/Notebook with Large Pockets And Lined Pages - Perfect Supplies to Stay Organized at Work or School", "asin": "B0BWYLWWC1", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 18 Pack, Bulk College Ruled Spiral Notebooks for School, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inches, 3-Hole Punch, Assorted Colors, 70 Sheets (65206)", "asin": "B0B9VF9DXF", "price": "$26.45", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebooks + Study App, 6 Pack, 1 Subject, Wide Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 10\", 100 Sheets, Black, Red, Yellow, Purple, Green, Blue (38042)", "asin": "B01E3UIR02", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition Notebooks, 6 Pack, College Ruled Paper, 7-1/2\" x 9-3/4\", 100 Sheets, Assorted Bright Colors (850106-ECM)", "asin": "B0CN3T7NZ5", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Advance Notebook with Spiral Guard, Movable Tabbed Dividers and Expanding Pockets, 8-1/2\" x 11\", 200 Sheets, Black (73144)", "asin": "B00X7X2KIC", "price": "$15.77", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 7mm College Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (4)", "asin": "B09FG45HFT", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Spiral Notebook, 12 Pack, 1 Subject, College Ruled, 70 Sheets, 8 x 10-1/2\", 3 Hole Punched, Bulk College Ruled Spiral Notebook for School, Single Subject Spiral Notebook Bulk, Assorted Colors", "asin": "B0BWF9XDK2", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 24 Pack, 1-Subject, Wide Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (05510)", "asin": "B010PK6S9G", "price": "$35.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Cambridge Notebook, Business Notebook, 8-1/4\" x 11\", 80 Sheets, Legal Ruled, Flexible Cover, Wirebound, Gray (06062)", "asin": "B0000AQONQ", "price": "$9.56", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, Pack of 5, 1-Subject, College Ruled Paper, Plastic Cover, 8-1/2\" x 11\", 100 Sheets, Black, Yellow, Red, Blue and Green (820299)", "asin": "B0CJL83Q1X", "price": "$14.39", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "College Ruled Composition Notebooks 5 Pack, 200 Pages (100 Sheets), 9-3/4\" x 7-1/2\", White & Black Marble Composition Book, Hard Cover, Sturdy Sewn Binding, School, College & Office Supplies", "asin": "B0B2DRXFGW", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Wide Ruled 8.5 x 11.75-Inch 50 Sheet Perforated Lined Writing Note Pads, Pack of 6, 300 Count, Multicolor", "asin": "B086LW3VDD", "price": "$19.10", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Aesthetic Thick Spiral Notebook Journal For Women in B5 Format - Modern Linen Hardcover College Ruled Note Book With 300 Lined Pages - Perfect For Writing And Staying Organized at Work or School", "asin": "B0CLVBLNQC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "4 PCS Small Spiral Notebook 5x7, Spiral Journal Notebook, Notebooks for Work, Note Taking, School, Small Notebooks 5x7 with Strap, Cute Notebooks for Women 50 Sheets", "asin": "B0DGV3BFRY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 1-Subject, Graph Ruled Paper, 7-1/2\" x 10-1/2\", 100 Sheets, Green (05676AC5)", "asin": "B07DPD3M4Z", "price": "$5.00", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women, A5 College Ruled Journals for Writing, Hardcover Notebooks for Work, Note taking and Office School Supplies,140 Pages - Purple", "asin": "B0CZ6PW951", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 1 Subject, Graph Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 100 Sheets, Black (73679)", "asin": "B07FBC8P59", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 8mm Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (style 10-Wine Red,Brown,Green,ivory, A5)", "asin": "B08NYRMWZ8", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Classic Lined Notebook, 240 Pages Hardcover, 5 x 8.25-Inch, Black", "asin": "B01DN8TCEU", "price": "$9.02", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Journal Notebook for Women Men,256 Pages A5 Hardcover Leather Journals for Writing,Travel,Business,Work & School,College Ruled Notebooks for Note Taking,Diary Notepad 5.7\"\u00d78.3\"(Brown)", "asin": "B0B4DKQSDV", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebook 6 Pack, College Ruled Paper, 9-3/4 x 7-1/2 Inches, 100 Sheets, Assorted Marble Covers. 2 Each: Blue, Green, Red (63763)", "asin": "B08VFCHYLD", "price": "$12.76", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Professional Journal, 10.5X7.5 inches, Black, 2-Pack", "asin": "B07YLTJHH4", "price": "$22.79", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Notebook Journal for Work, 300 Pages Thick B5 (7.1\"x10\") College Ruled Journal for Women & Writing, Hardcover Notebook for Note Taking, Perfect for Office Home School Supplies, Green", "asin": "B0D7GG3TG8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Utron 3 PCS Small Spiral Notebook 5x7, Notebooks for Note Taking, Morandi Spiral Journal Notebook, Work Notebook Small Notebooks 5x7 with Strap, Cute Notebooks for Women 70 Sheets/Note Books", "asin": "B0CQJNQTM6", "price": "$7.19", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "SUIN Hardcover-Journal-Notebooks, 6 Packs A5 Lined Journals Notebook for Writing 200 Pages, 8.2 x 5.5 inch, 6 Colors Classic Ruled Notebooks for Work/Travel/College", "asin": "B09NS6VP4W", "price": "$33.29", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, Graph Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Purple, Orange, Green, Blue, Gray, Black (73549)", "asin": "B071NTLWX7", "price": "$30.04", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, Wide Ruled Paper, 150 Sheets, 10-1/2\" x 8\" Sheet Size, Harvest Yellow (73463)", "asin": "B071S7KZ9M", "price": "$4.78", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebooks, School Supplies, Notebooks for School, College Ruled Paper, 9-3/4 x 7-1/2 Inches, School Comp Book, Black Marble Covers, 100 Lined Sheets, 12 per Pack (63796)", "asin": "B007XZKFSM", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Spiral Notebook 4Pack Pocket Notebook 4.2\"x 6.1\" Pocket Notepad Small Notebook (4Pack Spiral Notebook)", "asin": "B0C2PDXCK7", "price": "$3.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "24 Pack Blank Books for Kids to Write Stories, A6 Colorful Notebooks Bulk, 4.3x5.5 in Unlined Travel Journals Scrapbooks for Students Sketching", "asin": "B07D8H8G68", "price": "$14.25", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "PAPERAGE Lined Journal Notebook, (Black), 160 Pages, Medium 5.6 inches x 8 inches - 100 GSM Thick Paper, Hardcover", "asin": "B07L4JCG7T", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Journaling Notebooks, Lined Spiral Journal Notebook for Women & Men, 146 Pages College Ruled Hardcover Note Book for Work, Note Taking, Journaling, School, Writing, A5(5.5''x8'')", "asin": "B0D8BHFTGB", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Blank Spiral Notebook, 2-Pack, Soft Cover, Sketch book, 100 Pages / 50 Sheets, 7.5 inch x 5.1 inch, 100GSM, (Black)", "asin": "B0BHH42JZ1", "price": "$5.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Comix 6 Pack Lined Journal Notebooks for Work, 240 Pages, 5.5\"x8.3\", Black, Hardcover, A5 Medium College Ruled, Journaling Notebooks for Notes-taking, Fits for Office School Home", "asin": "B09V1254RZ", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T15:57:06.820Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

user
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:45.925Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:47.525Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:50.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:51.126Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:52.473Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:53.356Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:55.164Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:56.044Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:58.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:59.644Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:01.072Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:04.177Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:46:31.603Z", "action": "click", "action_argument": "review"}
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<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T15:52:43.411Z", "action": "input", "action_argument": "notebooks for school"}
{"timestamp": "2025-05-05T15:56:36.925Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-05-05T15:57:05.461Z", "action": "click", "action_argument": "filter"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "notebooks for school"}],
"search_results": [{"title": "Five Star Spiral Notebook, 2 Subject, College Ruled, 9 1/2\" x 6\" 80 Sheets, Amethyst Purple (840029CF1-ECM)", "asin": "B0CWS1R8JT", "price": "$2.47", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 200 Sheets, Black (72081)", "asin": "B003O2RXUQ", "price": "$5.68", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, College Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (830049)", "asin": "B0CN3SQYN3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition, Wide Ruled Comp Book, Writing Journal Notebook with Lined Paper, Home School Supplies for College Students & K-12, 9-3/4\" x 7-1/2\", 100 Sheets, Black Marble (09910)", "asin": "B00006IDM7", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 6 Pack, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Color Assortment Design May Vary (65007)", "asin": "B00D3OR58A", "price": "$11.22", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook, 1 Subject, College Ruled Paper, 7\" x 4-3/8\", Personal Size, 80 Sheets, Black (450048AA2-ECM)", "asin": "B0CWS2CTQ4", "price": "$2.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, College Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Black, Red, Blue, Green, White, Purple (38052)", "asin": "B01BHL3DCC", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1 Subject, College Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (73065)", "asin": "B00P9U2EM8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Hardcover Spiral Notebook Journal with Removable Dividers Tabs, 300 Pages Leather 5 Subject Notebook College Ruled, 8\"x10\" Large B5 Notebooks for Work School Note taking, Lined Journal for Women, Pink", "asin": "B0D44Y2NSF", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women & Men, 140 Pages, College Ruled Hardcover Notebook for Work & Note Taking, Journals for Writing, A5(6\"x8\") - Green", "asin": "B0CT4HX4T9", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 150 Sheets, White (72464)", "asin": "B00JKRKJCS", "price": "$4.91", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Pastel Pink, Orange, Yellow, Green, Blue and Purple, 70 Sheets (63756), Set of 6", "asin": "B08VF9B772", "price": "$11.09", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, Wide Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (930050-ECM)", "asin": "B0BX76YG4F", "price": "$8.34", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford 1-Subject Notebooks, Notebooks for School, 8 x 10.5 Inches, College Rule, 70 Sheets, Assorted Primary Colors, 3 Pack, Colors May Vary (1006792)", "asin": "B0DCWNFS3S", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "ZICOTO Aesthetic Spiral Notebook Set of 3 For Women - Cute College Ruled 8x6 Journal/Notebook with Large Pockets And Lined Pages - Perfect Supplies to Stay Organized at Work or School", "asin": "B0BWYLWWC1", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 18 Pack, Bulk College Ruled Spiral Notebooks for School, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inches, 3-Hole Punch, Assorted Colors, 70 Sheets (65206)", "asin": "B0B9VF9DXF", "price": "$26.45", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebooks + Study App, 6 Pack, 1 Subject, Wide Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 10\", 100 Sheets, Black, Red, Yellow, Purple, Green, Blue (38042)", "asin": "B01E3UIR02", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition Notebooks, 6 Pack, College Ruled Paper, 7-1/2\" x 9-3/4\", 100 Sheets, Assorted Bright Colors (850106-ECM)", "asin": "B0CN3T7NZ5", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Advance Notebook with Spiral Guard, Movable Tabbed Dividers and Expanding Pockets, 8-1/2\" x 11\", 200 Sheets, Black (73144)", "asin": "B00X7X2KIC", "price": "$15.77", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 7mm College Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (4)", "asin": "B09FG45HFT", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Spiral Notebook, 12 Pack, 1 Subject, College Ruled, 70 Sheets, 8 x 10-1/2\", 3 Hole Punched, Bulk College Ruled Spiral Notebook for School, Single Subject Spiral Notebook Bulk, Assorted Colors", "asin": "B0BWF9XDK2", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 24 Pack, 1-Subject, Wide Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (05510)", "asin": "B010PK6S9G", "price": "$35.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Cambridge Notebook, Business Notebook, 8-1/4\" x 11\", 80 Sheets, Legal Ruled, Flexible Cover, Wirebound, Gray (06062)", "asin": "B0000AQONQ", "price": "$9.56", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, Pack of 5, 1-Subject, College Ruled Paper, Plastic Cover, 8-1/2\" x 11\", 100 Sheets, Black, Yellow, Red, Blue and Green (820299)", "asin": "B0CJL83Q1X", "price": "$14.39", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "College Ruled Composition Notebooks 5 Pack, 200 Pages (100 Sheets), 9-3/4\" x 7-1/2\", White & Black Marble Composition Book, Hard Cover, Sturdy Sewn Binding, School, College & Office Supplies", "asin": "B0B2DRXFGW", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Wide Ruled 8.5 x 11.75-Inch 50 Sheet Perforated Lined Writing Note Pads, Pack of 6, 300 Count, Multicolor", "asin": "B086LW3VDD", "price": "$19.10", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Aesthetic Thick Spiral Notebook Journal For Women in B5 Format - Modern Linen Hardcover College Ruled Note Book With 300 Lined Pages - Perfect For Writing And Staying Organized at Work or School", "asin": "B0CLVBLNQC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "4 PCS Small Spiral Notebook 5x7, Spiral Journal Notebook, Notebooks for Work, Note Taking, School, Small Notebooks 5x7 with Strap, Cute Notebooks for Women 50 Sheets", "asin": "B0DGV3BFRY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 1-Subject, Graph Ruled Paper, 7-1/2\" x 10-1/2\", 100 Sheets, Green (05676AC5)", "asin": "B07DPD3M4Z", "price": "$5.00", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women, A5 College Ruled Journals for Writing, Hardcover Notebooks for Work, Note taking and Office School Supplies,140 Pages - Purple", "asin": "B0CZ6PW951", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 1 Subject, Graph Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 100 Sheets, Black (73679)", "asin": "B07FBC8P59", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 8mm Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (style 10-Wine Red,Brown,Green,ivory, A5)", "asin": "B08NYRMWZ8", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Classic Lined Notebook, 240 Pages Hardcover, 5 x 8.25-Inch, Black", "asin": "B01DN8TCEU", "price": "$9.02", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Journal Notebook for Women Men,256 Pages A5 Hardcover Leather Journals for Writing,Travel,Business,Work & School,College Ruled Notebooks for Note Taking,Diary Notepad 5.7\"\u00d78.3\"(Brown)", "asin": "B0B4DKQSDV", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebook 6 Pack, College Ruled Paper, 9-3/4 x 7-1/2 Inches, 100 Sheets, Assorted Marble Covers. 2 Each: Blue, Green, Red (63763)", "asin": "B08VFCHYLD", "price": "$12.76", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Professional Journal, 10.5X7.5 inches, Black, 2-Pack", "asin": "B07YLTJHH4", "price": "$22.79", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Notebook Journal for Work, 300 Pages Thick B5 (7.1\"x10\") College Ruled Journal for Women & Writing, Hardcover Notebook for Note Taking, Perfect for Office Home School Supplies, Green", "asin": "B0D7GG3TG8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Utron 3 PCS Small Spiral Notebook 5x7, Notebooks for Note Taking, Morandi Spiral Journal Notebook, Work Notebook Small Notebooks 5x7 with Strap, Cute Notebooks for Women 70 Sheets/Note Books", "asin": "B0CQJNQTM6", "price": "$7.19", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "SUIN Hardcover-Journal-Notebooks, 6 Packs A5 Lined Journals Notebook for Writing 200 Pages, 8.2 x 5.5 inch, 6 Colors Classic Ruled Notebooks for Work/Travel/College", "asin": "B09NS6VP4W", "price": "$33.29", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, Graph Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Purple, Orange, Green, Blue, Gray, Black (73549)", "asin": "B071NTLWX7", "price": "$30.04", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, Wide Ruled Paper, 150 Sheets, 10-1/2\" x 8\" Sheet Size, Harvest Yellow (73463)", "asin": "B071S7KZ9M", "price": "$4.78", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebooks, School Supplies, Notebooks for School, College Ruled Paper, 9-3/4 x 7-1/2 Inches, School Comp Book, Black Marble Covers, 100 Lined Sheets, 12 per Pack (63796)", "asin": "B007XZKFSM", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Spiral Notebook 4Pack Pocket Notebook 4.2\"x 6.1\" Pocket Notepad Small Notebook (4Pack Spiral Notebook)", "asin": "B0C2PDXCK7", "price": "$3.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "24 Pack Blank Books for Kids to Write Stories, A6 Colorful Notebooks Bulk, 4.3x5.5 in Unlined Travel Journals Scrapbooks for Students Sketching", "asin": "B07D8H8G68", "price": "$14.25", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "PAPERAGE Lined Journal Notebook, (Black), 160 Pages, Medium 5.6 inches x 8 inches - 100 GSM Thick Paper, Hardcover", "asin": "B07L4JCG7T", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Journaling Notebooks, Lined Spiral Journal Notebook for Women & Men, 146 Pages College Ruled Hardcover Note Book for Work, Note Taking, Journaling, School, Writing, A5(5.5''x8'')", "asin": "B0D8BHFTGB", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Blank Spiral Notebook, 2-Pack, Soft Cover, Sketch book, 100 Pages / 50 Sheets, 7.5 inch x 5.1 inch, 100GSM, (Black)", "asin": "B0BHH42JZ1", "price": "$5.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Comix 6 Pack Lined Journal Notebooks for Work, 240 Pages, 5.5\"x8.3\", Black, Hardcover, A5 Medium College Ruled, Journaling Notebooks for Notes-taking, Fits for Office School Home", "asin": "B09V1254RZ", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T15:57:06.820Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

<answer>{"timestamp": "2025-05-05T15:57:06.820Z","action": "click","acion_argument": "filter",}</answer>
rule
<answer>{"timestamp": "2025-05-05T15:57:06.820Z","action": "click","acion_argument": "filter",}</answer>
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-05-02T03:38:23.298Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:25.329Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:26.495Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:27.476Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:28.707Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:29.757Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:30.706Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:31.726Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:32.579Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:33.485Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:34.423Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:35.325Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:36.272Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:37.385Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:38.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:39.563Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:40.792Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:42.972Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:44.073Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:45.496Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:48.490Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:38:49.590Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:01.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:03.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:05.389Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:06.527Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:09.172Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:10.237Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:11.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:12.154Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:13.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:14.176Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:16.825Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:18.983Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:21.520Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:22.471Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:23.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:25.738Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:26.772Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:27.752Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:28.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:29.853Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:30.820Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:32.871Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:39.524Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:41.674Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:42.974Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:44.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:45.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:46.022Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:47.970Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:49.016Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:50.040Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:51.103Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:52.838Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:55.889Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:39:58.854Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:11.279Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:12.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:14.064Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:16.553Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:17.687Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:18.773Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:19.785Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:22.989Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:35.074Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:37.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:39.722Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:40.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:43.105Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:44.422Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:45.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:47.905Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:48.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:50.886Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:52.771Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:53.988Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:55.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:56.705Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:57.627Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:40:58.721Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:00.578Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:01.975Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:03.070Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:04.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:05.035Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:06.287Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:07.412Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:08.689Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:10.320Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:14.755Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:15.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:16.806Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:17.780Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:18.939Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:20.051Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:21.472Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:22.808Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:27.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:28.475Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:29.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:31.436Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:32.604Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:34.138Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:35.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:36.386Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:37.468Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:38.521Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:39.587Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:41.375Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:42.867Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:44.888Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:46.122Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:47.284Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:41:48.337Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:00.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:01.686Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:03.004Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:05.419Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:07.350Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:12.186Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:14.684Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:18.322Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:19.949Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:24.585Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:26.020Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:28.748Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:29.954Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:32.301Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:35.170Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:37.002Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:38.220Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:40.762Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:46.881Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:48.169Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:49.384Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:51.801Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:53.135Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:54.469Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:55.625Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:57.836Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:42:59.108Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:01.431Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:04.149Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:05.537Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:06.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:08.906Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:16.171Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:18.536Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:25.349Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:26.570Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:29.302Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:38.649Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:39.669Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:41.790Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:53.897Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:55.535Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:43:56.736Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:01.414Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:02.664Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:04.114Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:21.935Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:24.118Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:26.439Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:30.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:32.695Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:34.800Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:36.221Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:39.700Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:42.006Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:44:55.424Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:01.330Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:27.499Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:32.267Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-02T03:45:35.464Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:47:33.695Z", "action": "click", "action_argument": "page_related"}
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{"timestamp": "2025-05-02T03:51:58.405Z", "action": "input", "action_argument": "vans shoes women"}
{"timestamp": "2025-05-02T03:51:58.705Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-05-02T03:52:11.484Z", "action": "click_product", "action_argument": "B089P1HNLC"}
{"timestamp": "2025-05-02T03:53:08.892Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-05-02T03:56:18.459Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-02T03:57:22.247Z", "action": "purchase", "action_argument": "B0DJ1J7DDN"}
{"timestamp": "2025-05-05T01:09:15.391Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-05-05T01:09:27.451Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-05-05T01:57:05.985Z", "action": "click", "action_argument": "review"}
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{"timestamp": "2025-05-05T01:59:49.891Z", "action": "purchase", "action_argument": "B0DSG2LCX2"}
{"timestamp": "2025-05-05T02:10:08.819Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:11:18.665Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-05-05T02:11:20.419Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-05-05T02:11:36.307Z", "action": "click", "action_argument": "quantity"}
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{"timestamp": "2025-05-05T02:16:19.562Z", "action": "purchase", "action_argument": "B0DSG2LCX2, B0CN8S73JR, B0BZDKCQQ2"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-05-05T15:52:43.411Z", "action": "input", "action_argument": "notebooks for school"}
{"timestamp": "2025-05-05T15:56:36.925Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-05-05T15:57:05.461Z", "action": "click", "action_argument": "filter"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "notebooks for school"}],
"search_results": [{"title": "Five Star Spiral Notebook, 2 Subject, College Ruled, 9 1/2\" x 6\" 80 Sheets, Amethyst Purple (840029CF1-ECM)", "asin": "B0CWS1R8JT", "price": "$2.47", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 200 Sheets, Black (72081)", "asin": "B003O2RXUQ", "price": "$5.68", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, College Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (830049)", "asin": "B0CN3SQYN3", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition, Wide Ruled Comp Book, Writing Journal Notebook with Lined Paper, Home School Supplies for College Students & K-12, 9-3/4\" x 7-1/2\", 100 Sheets, Black Marble (09910)", "asin": "B00006IDM7", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 6 Pack, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Color Assortment Design May Vary (65007)", "asin": "B00D3OR58A", "price": "$11.22", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook, 1 Subject, College Ruled Paper, 7\" x 4-3/8\", Personal Size, 80 Sheets, Black (450048AA2-ECM)", "asin": "B0CWS2CTQ4", "price": "$2.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, College Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Black, Red, Blue, Green, White, Purple (38052)", "asin": "B01BHL3DCC", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1 Subject, College Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (73065)", "asin": "B00P9U2EM8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Hardcover Spiral Notebook Journal with Removable Dividers Tabs, 300 Pages Leather 5 Subject Notebook College Ruled, 8\"x10\" Large B5 Notebooks for Work School Note taking, Lined Journal for Women, Pink", "asin": "B0D44Y2NSF", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women & Men, 140 Pages, College Ruled Hardcover Notebook for Work & Note Taking, Journals for Writing, A5(6\"x8\") - Green", "asin": "B0CT4HX4T9", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, College Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 150 Sheets, White (72464)", "asin": "B00JKRKJCS", "price": "$4.91", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inch, Pastel Pink, Orange, Yellow, Green, Blue and Purple, 70 Sheets (63756), Set of 6", "asin": "B08VF9B772", "price": "$11.09", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, 6 Pack, 1-Subject, Wide Ruled Paper, 8\" x 10-1/2\", 70 Sheets, Assorted Pastel Colors (930050-ECM)", "asin": "B0BX76YG4F", "price": "$8.34", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford 1-Subject Notebooks, Notebooks for School, 8 x 10.5 Inches, College Rule, 70 Sheets, Assorted Primary Colors, 3 Pack, Colors May Vary (1006792)", "asin": "B0DCWNFS3S", "price": "$6.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "ZICOTO Aesthetic Spiral Notebook Set of 3 For Women - Cute College Ruled 8x6 Journal/Notebook with Large Pockets And Lined Pages - Perfect Supplies to Stay Organized at Work or School", "asin": "B0BWYLWWC1", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Spiral Notebook 18 Pack, Bulk College Ruled Spiral Notebooks for School, 1 Subject, College Ruled Paper, 8 x 10-1/2 Inches, 3-Hole Punch, Assorted Colors, 70 Sheets (65206)", "asin": "B0B9VF9DXF", "price": "$26.45", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebooks + Study App, 6 Pack, 1 Subject, Wide Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 10\", 100 Sheets, Black, Red, Yellow, Purple, Green, Blue (38042)", "asin": "B01E3UIR02", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Composition Notebooks, 6 Pack, College Ruled Paper, 7-1/2\" x 9-3/4\", 100 Sheets, Assorted Bright Colors (850106-ECM)", "asin": "B0CN3T7NZ5", "price": "$12.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 5 Subject, College Ruled Paper, Advance Notebook with Spiral Guard, Movable Tabbed Dividers and Expanding Pockets, 8-1/2\" x 11\", 200 Sheets, Black (73144)", "asin": "B00X7X2KIC", "price": "$15.77", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 7mm College Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (4)", "asin": "B09FG45HFT", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Spiral Notebook, 12 Pack, 1 Subject, College Ruled, 70 Sheets, 8 x 10-1/2\", 3 Hole Punched, Bulk College Ruled Spiral Notebook for School, Single Subject Spiral Notebook Bulk, Assorted Colors", "asin": "B0BWF9XDK2", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 24 Pack, 1-Subject, Wide Ruled Paper, 7-1/2\" x 10-1/2\", 70 Sheets per Notebook, Color Will Vary (05510)", "asin": "B010PK6S9G", "price": "$35.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Cambridge Notebook, Business Notebook, 8-1/4\" x 11\", 80 Sheets, Legal Ruled, Flexible Cover, Wirebound, Gray (06062)", "asin": "B0000AQONQ", "price": "$9.56", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebooks, Pack of 5, 1-Subject, College Ruled Paper, Plastic Cover, 8-1/2\" x 11\", 100 Sheets, Black, Yellow, Red, Blue and Green (820299)", "asin": "B0CJL83Q1X", "price": "$14.39", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "College Ruled Composition Notebooks 5 Pack, 200 Pages (100 Sheets), 9-3/4\" x 7-1/2\", White & Black Marble Composition Book, Hard Cover, Sturdy Sewn Binding, School, College & Office Supplies", "asin": "B0B2DRXFGW", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Wide Ruled 8.5 x 11.75-Inch 50 Sheet Perforated Lined Writing Note Pads, Pack of 6, 300 Count, Multicolor", "asin": "B086LW3VDD", "price": "$19.10", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Aesthetic Thick Spiral Notebook Journal For Women in B5 Format - Modern Linen Hardcover College Ruled Note Book With 300 Lined Pages - Perfect For Writing And Staying Organized at Work or School", "asin": "B0CLVBLNQC", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "4 PCS Small Spiral Notebook 5x7, Spiral Journal Notebook, Notebooks for Work, Note Taking, School, Small Notebooks 5x7 with Strap, Cute Notebooks for Women 50 Sheets", "asin": "B0DGV3BFRY", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Mead Spiral Notebook, 1-Subject, Graph Ruled Paper, 7-1/2\" x 10-1/2\", 100 Sheets, Green (05676AC5)", "asin": "B07DPD3M4Z", "price": "$5.00", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Journal Notebook for Women, A5 College Ruled Journals for Writing, Hardcover Notebooks for Work, Note taking and Office School Supplies,140 Pages - Purple", "asin": "B0CZ6PW951", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Five Star Spiral Notebook + Study App, 1 Subject, Graph Ruled Paper, Fights Ink Bleed, Water Resistant Cover, 8-1/2\" x 11\", 100 Sheets, Black (73679)", "asin": "B07FBC8P59", "price": "$9.87", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Yansanido Spiral Notebook, 4 Pcs 8.3 Inch x 5.9 Inch A5 Thick Plastic Hardcover 8mm Ruled 4 Color 80 Sheets -160 Pages Journals for Study and Notes (style 10-Wine Red,Brown,Green,ivory, A5)", "asin": "B08NYRMWZ8", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Classic Lined Notebook, 240 Pages Hardcover, 5 x 8.25-Inch, Black", "asin": "B01DN8TCEU", "price": "$9.02", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Journal Notebook for Women Men,256 Pages A5 Hardcover Leather Journals for Writing,Travel,Business,Work & School,College Ruled Notebooks for Note Taking,Diary Notepad 5.7\"\u00d78.3\"(Brown)", "asin": "B0B4DKQSDV", "price": "$8.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebook 6 Pack, College Ruled Paper, 9-3/4 x 7-1/2 Inches, 100 Sheets, Assorted Marble Covers. 2 Each: Blue, Green, Red (63763)", "asin": "B08VFCHYLD", "price": "$12.76", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Amazon Basics Professional Journal, 10.5X7.5 inches, Black, 2-Pack", "asin": "B07YLTJHH4", "price": "$22.79", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Lined Spiral Notebook Journal for Work, 300 Pages Thick B5 (7.1\"x10\") College Ruled Journal for Women & Writing, Hardcover Notebook for Note Taking, Perfect for Office Home School Supplies, Green", "asin": "B0D7GG3TG8", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Utron 3 PCS Small Spiral Notebook 5x7, Notebooks for Note Taking, Morandi Spiral Journal Notebook, Work Notebook Small Notebooks 5x7 with Strap, Cute Notebooks for Women 70 Sheets/Note Books", "asin": "B0CQJNQTM6", "price": "$7.19", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "SUIN Hardcover-Journal-Notebooks, 6 Packs A5 Lined Journals Notebook for Writing 200 Pages, 8.2 x 5.5 inch, 6 Colors Classic Ruled Notebooks for Work/Travel/College", "asin": "B09NS6VP4W", "price": "$33.29", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 6 Pack, 1 Subject, Graph Ruled Paper, 8-1/2\" x 11\", 100 Sheets, Fights Ink Bleed, Water Resistant Cover, Purple, Orange, Green, Blue, Gray, Black (73549)", "asin": "B071NTLWX7", "price": "$30.04", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Five Star Spiral Notebook + Study App, 3 Subject, Wide Ruled Paper, 150 Sheets, 10-1/2\" x 8\" Sheet Size, Harvest Yellow (73463)", "asin": "B071S7KZ9M", "price": "$4.78", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Oxford Composition Notebooks, School Supplies, Notebooks for School, College Ruled Paper, 9-3/4 x 7-1/2 Inches, School Comp Book, Black Marble Covers, 100 Lined Sheets, 12 per Pack (63796)", "asin": "B007XZKFSM", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"},
{"title": "Spiral Notebook 4Pack Pocket Notebook 4.2\"x 6.1\" Pocket Notepad Small Notebook (4Pack Spiral Notebook)", "asin": "B0C2PDXCK7", "price": "$3.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "24 Pack Blank Books for Kids to Write Stories, A6 Colorful Notebooks Bulk, 4.3x5.5 in Unlined Travel Journals Scrapbooks for Students Sketching", "asin": "B07D8H8G68", "price": "$14.25", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "PAPERAGE Lined Journal Notebook, (Black), 160 Pages, Medium 5.6 inches x 8 inches - 100 GSM Thick Paper, Hardcover", "asin": "B07L4JCG7T", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Journaling Notebooks, Lined Spiral Journal Notebook for Women & Men, 146 Pages College Ruled Hardcover Note Book for Work, Note Taking, Journaling, School, Writing, A5(5.5''x8'')", "asin": "B0D8BHFTGB", "price": "$5.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Blank Spiral Notebook, 2-Pack, Soft Cover, Sketch book, 100 Pages / 50 Sheets, 7.5 inch x 5.1 inch, 100GSM, (Black)", "asin": "B0BHH42JZ1", "price": "$5.98", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items"},
{"title": "Comix 6 Pack Lined Journal Notebooks for Work, 240 Pages, 5.5\"x8.3\", Black, Hardcover, A5 Medium College Ruled, Journaling Notebooks for Notes-taking, Fits for Office School Home", "asin": "B09V1254RZ", "price": "$32.99", "delivery": " Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-05T15:57:06.820Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

train