# amazon_orders_raw

order_id: 103-6105165-4636236
order_date: January 27, 2012
scraped_at: 2026-03-06 21:47:20
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Nuby Brites BPA Free Pacifier, Colors May Vary", "Philips AVENT BPA Free Contemporary Freeflow Pacifier (2 Pack), 6-18 Months, Colors and Designs May Vary"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-6105165-4636236&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-9744480-1857000
order_date: January 25, 2012
items_json: ["iPlay Origins Ecofleece Earwarmer Hat, Cornflower, Infant"]
scraped_at: 2026-03-06 21:47:20
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-9744480-1857000&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-7735269-5171420
order_date: January 16, 2012
scraped_at: 2026-03-06 21:47:26
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Philips AVENT Standard Breast Pump Conversion Kit", "Philips AVENT Medium Flow BPA-Free Nipple", "Philips Avent 9 Ounce Opaque BPA Free Bottles, 3 Pack"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-7735269-5171420&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-9020222-2858616
order_date: January 13, 2012
scraped_at: 2026-03-06 21:47:26
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Wacom Inkling Digital Sketch Pen (MDP123)", "Jot Pro - Capacitive Touch Stylus - Turquoise", "Wacom CS100E Bamboo Stylus for iPad"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-9020222-2858616&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-6562256-9790667
order_date: January 9, 2012
items_json: ["Optoma HD20 High Definition 1080p DLP Home Theater Projector (Grey)"]
scraped_at: 2026-03-06 21:47:26
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-6562256-9790667&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-4945793-0865856
order_date: January 4, 2012
items_json: ["Lansinoh 20435 Breastmilk Storage Bags, 25-Count Boxes (Pack of 3)"]
scraped_at: 2026-03-06 21:47:26
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-4945793-0865856&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-1845110-4408219
order_date: January 3, 2012
items_json: ["EMPIRE Adjustable Flexible Arm Extension Mount for Apple iPad / iPad 2"]
scraped_at: 2026-03-06 21:47:26
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-1845110-4408219&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-9335933-7497837
order_date: December 30, 2011
items_json: ["Sweet Dreams Night Light"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-9335933-7497837&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-7977864-0317022
order_date: December 30, 2011
items_json: ["Invisible English Plate Hanger Disc-4 Inch (For Plates 8 to 12 Inches in Diameter)"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-7977864-0317022&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-1894673-1265054
order_date: December 20, 2011
items_json: ["Melissa & Doug Ice Cream Scoop Set"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-1894673-1265054&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-2735590-3903404
order_date: December 18, 2011
items_json: ["I Love You Stinky Face", "Kid-O Bilibo - Green"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-2735590-3903404&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-5245802-1873866
order_date: December 16, 2011
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["GSI Super Quality Adjustable Wall Mount For Apple iPad Tablet 3G/Wifi, Tilting And Swinging Bracket - For Handsfree Video And Picture Browsing"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-5245802-1873866&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-6949763-9821066
order_date: December 15, 2011
items_json: ["LEGO DUPLO Bricks & More Deluxe Brick Box 5507", "Shake & Go Racers - Street Truck"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-6949763-9821066&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-7733411-5534606
order_date: December 11, 2011
items_json: ["HDE (TM) Business Card Case Holder - Pink"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-7733411-5534606&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-8038596-6581069
order_date: December 8, 2011
items_json: ["What Would Grampy Do? Grandfather Light T-Shirt by CafePress"]
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-8038596-6581069&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-4509240-9994650
order_date: December 2, 2011
scraped_at: 2026-03-06 21:47:34
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Carter's Keep Me Dry Waterproof Fitted Quilted Crib Pad, White", "Summer Infant SwaddleMe Microfleece, Green, Large"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-4509240-9994650&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-0839130-6701850
order_date: December 1, 2011
items_json: ["Klean Kanteen 12 oz Stainless Steel Sippy, Reef Blue", "Jawbone JAMBOX (Black Diamond)"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-0839130-6701850&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-8763586-2060238
order_date: November 21, 2011
items_json: ["Audio Technica ATH-A900 Audiophile Closed-Back Dynamic Headphones"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-8763586-2060238&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-6150226-9113862
order_date: November 21, 2011
items_json: ["Grado RA1 Battery Powered Headphone Amplifier"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-6150226-9113862&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-5893425-6281819
order_date: November 21, 2011
items_json: ["Modernist Cuisine: The Art and Science of Cooking"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-5893425-6281819&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-2087360-6633850
order_date: November 20, 2011
items_json: ["The Official CIA Manual of Trickery and Deception"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Woodrow Everett
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-2087360-6633850&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-7100006-2836213
order_date: November 10, 2011
items_json: ["The Next Always: Book One of the Inn BoonsBoro Trilogy"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-7100006-2836213&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-1045661-0356264
order_date: November 6, 2011
items_json: ["Pig Toddler Sock Top Bootie Pink Faux Fur Slippers - Sz 7/8"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-1045661-0356264&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-5984357-0643431
order_date: October 30, 2011
items_json: ["Briggs & Stratton 030473 2,000 Watt Gas Powered Portable Inverter Generator"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-5984357-0643431&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-8861068-7167444
order_date: October 27, 2011
items_json: ["Paper Magic Green King Pig Infant Costume"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-8861068-7167444&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-9523559-0673037
order_date: October 27, 2011
items_json: ["Sanyo NEW 1500 eneloop 4 Pack AAA Ni-MH Pre-Charged Rechargeable Batteries"]
scraped_at: 2026-03-06 21:47:39
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-9523559-0673037&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-5229159-1096241
order_date: October 26, 2011
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Pioneer 300 Pocket Fabric Frame Cover Photo Album, Apple Red", "Carter's First Year Calendar, Wonder"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-5229159-1096241&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-1223983-3070660
order_date: October 8, 2011
items_json: ["Badger Basket Company Natural Baby Moses Basket - Ecru/Beige Gingham Bedding"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-1223983-3070660&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-2652853-7136207
order_date: October 4, 2011
items_json: ["Kindle Fire, Full Color 7\" Multi-touch Display, Wi-Fi"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-2652853-7136207&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-7962555-3350630
order_date: October 3, 2011
items_json: ["Booginhead PaciGrip Pacifier Holder, Black/White Stripe"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-7962555-3350630&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-3916300-6600204
order_date: September 23, 2011
items_json: ["Intex Pillow Rest Twin Airbed with Built-in Electric Pump"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-3916300-6600204&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-9366577-1789063
order_date: September 21, 2011
items_json: ["Sterling Silver Pressed Flower Teardrop Earrings"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Woodrow Everett
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-9366577-1789063&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-0568586-1206637
order_date: September 20, 2011
items_json: ["Sparkly Garden Thank You Notes (Stationery, Note Cards)"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-0568586-1206637&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-4175947-2764219
order_date: September 3, 2011
items_json: ["Little Tikes TotSports T-Ball Set"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-4175947-2764219&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-1885484-7729804
order_date: August 24, 2011
items_json: ["Venta Sonic VS205 Cool and Warm Mist Ultrasonic Room Humidifier"]
scraped_at: 2026-03-06 21:47:45
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-1885484-7729804&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-9979224-0225849
order_date: August 6, 2011
items_json: ["Drobo FS 5-bay Gbe Storage Array"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-9979224-0225849&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 105-9548827-7697823
order_date: July 31, 2011
items_json: ["EMPIRE Adjustable Car Windshield Mount for AT&T Samsung Infuse 4G"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=105-9548827-7697823&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-9421141-3933045
order_date: July 25, 2011
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Venture Deals: Be Smarter Than Your Lawyer and Venture Capitalist", "The Four Steps to the Epiphany", "Lansinoh Hpa Lanolin for Breastfeeding Mothers, 2-Ounce (Pack of 2)"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-9421141-3933045&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-8434382-1283462
order_date: July 25, 2011
items_json: ["Dream On Me Classic Toddler Bed - Cherry"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-8434382-1283462&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-4486602-0608245
order_date: July 12, 2011
items_json: ["Weber 7409 One-Touch Cleaning System"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-4486602-0608245&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-4767628-6703410
order_date: July 5, 2011
items_json: ["adidas Women's Juuvi FitFOAM Slide Sandal,Fresh Pink/Fresh Candy/Running White,7 M US"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-4767628-6703410&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-0607005-6233052
order_date: June 28, 2011
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Viewsonic VX2450WM-LED 24-Inch (23.6-Inch Vis) Widescreen LED Monitor with Full HD 1080p and Speakers - Black"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-0607005-6233052&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 105-7930002-7102668
order_date: June 20, 2011
items_json: ["Bluelounge CableBox - Cable management box - black"]
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=105-7930002-7102668&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 105-9637137-6918605
order_date: June 11, 2011
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Norpro Pasta Drying Rack", "Marcato Angel Hair Attachment", "Kidde FX10K Kitchen Fire Extinguisher, 82CI"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=105-9637137-6918605&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-5505167-0594611
order_date: May 4, 2011
scraped_at: 2026-03-06 21:47:51
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["No-Spill 1405 2-1/2-Gallon Poly Gas Can (CARB Compliant)", "No-Spill 1415 1-1/4-Gallon Poly Gas Can (CARB Compliant)"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-5505167-0594611&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 105-6354920-5141838
order_date: May 1, 2011
items_json: ["Apple MC772ZM/A VESA Mount Adapter Kit"]
scraped_at: 2026-03-06 21:47:57
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=105-6354920-5141838&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 105-0404554-9196236
order_date: May 1, 2011
items_json: ["Diamond CMW178 Articulating Wall Mount for 23\" to 40\" Displays (Black)"]
scraped_at: 2026-03-06 21:47:57
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=105-0404554-9196236&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-5216611-5153858
order_date: November 1, 2010
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Opteka RC-2 Wireless Remote Control for Nikon D40, D40x, D50, D60, D70, D70s, D80, D90, D3000, D5000 & D7000 Digital SLR Camera (Nikon ML-L3 Replaceme", "Eye-Fi Connect X2 4 GB Class 6 SDHC Wireless Flash Memory Card EYE-FI-4CN"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-5216611-5153858&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-5390873-5593819
order_date: October 31, 2010
items_json: ["Boxee Box by D-Link"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-5390873-5593819&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-4188430-5649840
order_date: August 19, 2010
items_json: ["CQD Mark II Type E Plain"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-4188430-5649840&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-3943840-3924214
order_date: August 19, 2010
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Leatherman Expanse e33Tx Combo Straight/Serrated Blade Knife", "moshi PalmGuard for Macbook Pro 15\" Unibody"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-3943840-3924214&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-9289377-6654640
order_date: July 5, 2010
items_json: ["My Weigh KD 8000 Digital Weighing Scale"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-9289377-6654640&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-3051746-2181019
order_date: June 21, 2010
items_json: ["Newer Technology NuPower Charge and Sync"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-3051746-2181019&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-5261472-8665020
order_date: May 15, 2010
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["SANYO eneloop 4 Pack AA NiMH Pre-Charged Rechargeable Batteries", "Sanyo Eneloop AAA NiMH Pre-Charged Rechargeable Batteries (4 Pack)", "La Crosse Technology BC-700 Alpha Power Battery Charger", "ASUS USB-BT21 - USB Bluetooth 2.0 Adapter - EDR (3Mbps)", "Fellowes Wire Study Stand, Metal, 9.5 x 6 x 5.5 Inches, Silver (10024)"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-5261472-8665020&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 104-2373281-9149862
order_date: April 16, 2010
items_json: ["Secrets of the Temple: How the Federal Reserve Runs the Country"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Woodrow Everett
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=104-2373281-9149862&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-6832140-5259450
order_date: March 29, 2010
items_json: ["Yellow Rainkist The Star Automatic Open Folding Umbrella"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: CHERILYN M KASDORF
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-6832140-5259450&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-3077913-8088233
order_date: February 28, 2010
items_json: ["Logitech MX 518 High Performance Optical Gaming Mouse (Metal)"]
scraped_at: 2026-03-06 21:48:04
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-3077913-8088233&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 102-2590256-7331401
order_date: February 28, 2010
items_json: ["Vornado 630B 3 Speed Mid Size Air Circulator, Black"]
scraped_at: 2026-03-06 21:48:09
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=102-2590256-7331401&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 103-6705431-4117815
order_date: January 7, 2010
items_json: ["Logitech Alto Express Notebook Stand"]
scraped_at: 2026-03-06 21:48:09
source: browser_cli
recipient: Mark Kasdorf
order_url:
  https://www.amazon.com/your-orders/order-details?orderID=103-6705431-4117815&ref=ppx_yo2ov_dt_b_fed_order_details


order_id: 002-5347041-7977865
order_date: January 7, 2010
scraped_at: 2026-03-06 21:48:09
source: browser_cli
recipient: Mark Kasdorf
items_json:
  ["Logitech USB Desktop Microphone (Black/Silver)", "Lansinoh 20435 Breastmilk Storage Bags, 25-Count Boxes (Pack of 3)"]

order_url:
  https://www.amazon.com/your-orders/order-details?orderID=002-5347041-7977865&ref=ppx_yo2ov_dt_b_fed_order_details


# classification_rules

merchant_fingerprint: xoxo
suggested_category: Discretionary:Dining out:Meals out or Takeout
source: mark_confirmed
confidence: low
created_at: 2026-03-09 23:00:51
notes:
  XOXO Sushi Chestnut Hill. Specific instance Aug-2025 = Forge (dinner with shareholder). General case = no class. Needs context check.


merchant_fingerprint: coach grill
suggested_category: Discretionary:Dining out:Meals out or Takeout
source: mark_confirmed
confidence: low
created_at: 2026-03-09 23:01:03
notes:
  Coach Grill Wayland MA fine dining. Oct-2025 instance = Dad birthday dinner (Oct 15) = class Dad. General case: no class. Context required.


merchant_fingerprint: _birthday_dad_oct15
suggested_class: Dad
source: mark_confirmed
confidence: high
created_at: 2026-03-09 23:06:41
notes:
  Mark Sr DOB Oct 15 1954. Any restaurant charge within 7 days of Oct 15 that looks like a special dinner = class Dad. Used for Coach Grill Oct 8 2025.


merchant_fingerprint: alila ventana
suggested_category: Discretionary:Travel:Hotels
suggested_class: KandM
source: skill_md_fix
confidence: high
created_at: 2026-03-09 23:28:06
notes:
  Alila Ventana at Big Sur = honeymoon hotel. Per SKILL.md Big Sur/KandM rule. category=Hotels, class=KandM.


merchant_fingerprint: cadence astoria
suggested_category: Gifts:Gifts (non-Christmas)
suggested_class: K
source: skill_md_fix
confidence: medium
created_at: 2026-03-09 23:28:06
notes:
  Cadence (keepyourcadence.com) = magnetic leakproof travel containers. K buys these as gifts. SP prefix = Stripe. NOT a restaurant.


merchant_fingerprint: sp cadence
suggested_category: Gifts:Gifts (non-Christmas)
suggested_class: K
source: mark_confirmed
confidence: high
created_at: 2026-03-09 23:47:05
notes:
  Cadence (keepyourcadence.com) = magnetic leakproof travel containers. K buys as gifts. SP prefix = Stripe payment.


merchant_fingerprint: linkedin
suggested_category: Labs or Forge Expenses
suggested_class: Forge
source: mark_confirmed
confidence: high
created_at: 2026-03-09 23:47:05
notes:
  LinkedIn annual subscription $305.87, charges Aug 15 each year. Labs or Forge Expenses, class=Forge. Annual confirmed by matching 2024-08-15 and 2025-08-15 charges.


merchant_fingerprint: market t
suggested_category: Discretionary:Dining out:Meals out or Takeout
source: mark_confirmed
confidence: high
created_at: 2026-03-09 23:52:17
notes:
  Markette restaurant, Chelsea NYC. European-Caribbean, Michelin Young Chef. No class by default - context dependent.


# classifier_results

classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Medical
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "atrius pharmacy bostboston ma", "card_issuer": "American Express", "category_raw": "Business Services-Health Care Services", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "whole foods market framingham ma", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Groceries", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "apple", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_class: Dad
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "hafnarhus 033reykjavik", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Arts & Jewelry", "trip_match": "Deplar Farm Iceland", "evidence_type": "trip_calendar"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Office Expenses:Equipment
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "amazon com amzn com bill wa", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Internet Purchase", "trust_note": "confirmed_posted: class may have errors per Mark 2026-03-09", "rule_source": "confirmed_posted", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Health:Healthy Stuff
suggested_class: Me
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "amazon markeplace na pa", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Internet Purchase", "trust_note": "confirmed_posted: class may have errors per Mark 2026-03-09", "rule_source": "confirmed_posted", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "apple services", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Personal Care
suggested_class: KandM
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "lh trading atlanta", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Internet Purchase", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "apple com us", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Entertainment
confidence: low
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "longfellow health club", "card_issuer": "Capital One", "category_raw": "Entertainment", "evidence_type": "category_raw", "trust_note": "category_raw only \u2014 no merchant rule or trip match"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Utilities:Firewood
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "beech hill finewton center ma", "card_issuer": "American Express", "category_raw": "Business Services-Professional Services", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "replit", "card_issuer": "Barclays", "category_raw": "DEBIT", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "alila ventanabig sur ca", "card_issuer": "American Express", "category_raw": "Restaurant-Restaurant", "trip_match": "Big Sur Honeymoon", "evidence_type": "trip_calendar"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Medical
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "atrius health", "card_issuer": "Capital One", "category_raw": "Health Care", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "manus ai singapore sg", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Computer Supplies", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Transportation
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "uber", "card_issuer": "American Express", "category_raw": "Transportation-Taxis & Coach", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "midjourney insouth san francisco ca", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Computer Supplies", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Office Expenses:Equipment
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "wellness in motion bos", "card_issuer": "Capital One", "category_raw": "Health Care", "trust_note": "confirmed_posted: class may have errors per Mark 2026-03-09", "rule_source": "confirmed_posted", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Travel:Flights
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "southwest airlines dallas tx", "card_issuer": "American Express", "category_raw": "Travel-Airline", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_class: Kids
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "enchanted forest watold forge ny", "card_issuer": "American Express", "category_raw": "Entertainment-Theme Parks", "trip_match": "Old Forge Adirondacks", "evidence_type": "trip_calendar"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_class: Kids
confidence: medium
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "blue line cofold forge ny", "card_issuer": "American Express", "category_raw": "Restaurant-Bar & Caf\u00e9", "trip_match": "Old Forge Adirondacks", "evidence_type": "trip_calendar"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "digitalocean com new york city ny", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Computer Supplies", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Utilities
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "win waste innovationwestborough ma", "card_issuer": "American Express", "category_raw": "Other-Miscellaneous", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Household
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "new england spas mainatick ma", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Sporting Goods Stores", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "apple store", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Entertainment
confidence: low
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "clr purebarre97826159", "card_issuer": "Apple Card", "category_raw": "Entertainment", "evidence_type": "category_raw", "trust_note": "category_raw only \u2014 no merchant rule or trip match"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 19:54:43
evidence_json:
  {"fingerprint": "digitalocean com new york city ny", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Computer Supplies", "rule_source": "skill_md", "evidence_type": "merchant_rule", "trip_match": "NYC December Kids Trip", "trip_class_override": "Kids"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Gifts:Gifts (non-Christmas)
suggested_class: K
confidence: high
created_at: 2026-03-09 23:01:13
evidence_json:
  {"fingerprint": "us intimn las vegas nv", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-General Retail", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Non-Discretionary:Bank Charges & Financial Fees
suggested_class: Me
confidence: high
created_at: 2026-03-09 23:01:13
evidence_json:
  {"fingerprint": "renewal membership fee", "card_issuer": "American Express", "category_raw": "Fees & Adjustments-Fees & Adjustments", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: medium
created_at: 2026-03-09 23:01:13
evidence_json:
  {"fingerprint": "apple com us", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: medium
created_at: 2026-03-09 23:01:13
evidence_json:
  {"fingerprint": "apple online cupertino ca", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Internet Purchase", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: medium
created_at: 2026-03-09 23:01:13
evidence_json:
  {"fingerprint": "apple store", "card_issuer": "Apple Card", "category_raw": "Other", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The Cheese Shop is explicitly listed as a Fancy Food vendor with no class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Stop & Shop is a standard grocery vendor and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Pharmacy
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "CVS Pharmacy is a standard household necessity and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Household:Laundry
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wayland Cleaners is a standard household service and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Eataly is explicitly listed as a Fancy Food vendor with no class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation:Parking
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Parking charges are a standard transportation expense and do not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Whole Foods is a standard grocery vendor and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Bank Fees:Interest
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Interest charges are classified as bank fees and do not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "George Howell is a restaurant and general dining out does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Maintenance:Home
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Master Chimney Sweep is a home maintenance expense and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Captain Marden's is explicitly listed as a Fancy Food vendor with no class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Fuel
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Fuel is a standard automotive expense and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Well Come Asian Market is a grocery vendor and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Mailing
confidence: high
created_at: 2026-03-09 23:01:38
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "USPS is a standard mailing service and does not receive a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Bros Marketplace is a grocery vendor, and groceries are household essentials with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Karma Coffee is explicitly listed as Krista's favorite coffee shop and classified as Fancy Food with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Parking charges are transportation expenses and do not warrant a specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Stop & Shop is a standard grocery vendor with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Savenors Butchery is a grocery vendor, and groceries are household essentials with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Whole Foods is a standard grocery vendor with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Pharmacy
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "CVS Pharmacy is a pharmacy expense, which is a household necessity with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Stop & Shop is a grocery vendor, and groceries are household essentials with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Household
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wayland Cleaners is a dry cleaning expense, which is a household necessity with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Captain Marden's is explicitly listed as a Fancy Food vendor with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Post Road Liquor is a grocery vendor, and groceries are household essentials with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription service, which has no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Common Man Roast House is a grocery vendor, and groceries are household essentials with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Travel:Ski
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Village Ski Area is a ski resort, and ski expenses are classified as Travel:Ski with class=Kids.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services
confidence: medium
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Future is an employment agency, but without context on who was hired, the class is ambiguous.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Clothing
suggested_class: K
confidence: high
created_at: 2026-03-09 23:01:54
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Hestra Gloves are leather goods, which fall under the K-gift rule for women's clothing/leather goods on Mark's card.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-Hardware Supplies
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wayland Home & Design is a hardware/home improvement store, and the class is Bennett as it likely relates to the 8 Bennett St property maintenance.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-General Retail
suggested_class: null
confidence: low
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AplPay Hudson St is ambiguous without specific vendor details, so no class can be assigned.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Travel:Hotels
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Green Highland is a hotel charge, likely for a family vacation or trip, so class is KandM.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Other:Professional Services
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Boston Notary Serv is a professional service, but without context on who it benefits, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Entertainment
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription, but without knowing if it's for a specific child or household, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services-Employment Agencies
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AplPay Future appears to be a business-related service, likely for Forge's operations.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Software
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Concierge AI Tech is a software subscription, likely for Forge's business tools.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-Mail Order
suggested_class: null
confidence: low
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Heart City Healthy is ambiguous without specific product details, so no class can be assigned.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AplPay Fortescues is a restaurant charge, but without context on who benefited, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AplPay Fountain of is a restaurant charge, but without context on who benefited, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-Hardware Supplies
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The Home Depot is a hardware store, and the class is Bennett as it likely relates to the 8 Bennett St property maintenance.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:12
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AplPay Back Home is a grocery charge, but without context on who benefited, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Concierge AI Tech is a software subscription tool used for business development, fitting the Forge category.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Contracting Services
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Gary Fial appears to be a contractor or service provider for business needs, likely Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "XOXO is a restaurant; dining out generally receives no class unless it is a specific child's activity.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Brain.fm is a meditation/sleep app subscription; without specific child context, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a household reading subscription; no specific child device context provided to assign to a kid.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Employment Agencies
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Future appears to be a staffing or employment agency, likely used for business hiring.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The House of Stapay is a general retail store; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Doordash is a food delivery service; general dining out receives no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Officina P is a general retail store; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Aslan Inc. is a general retail charge; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Lindy is an AI assistant subscription; without specific child context, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: K
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Altar'd State sells women's clothing; under the K-gift rule, women's clothing on Mark's card (or shared) is class K.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Chessable is a chess learning app; without specific child device context, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Matphoenix is a general retail store; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Ikigai Case is a general retail store; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The Black Tux is a clothing rental; without specific event context (e.g., wedding for a child), it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:02:28
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Peiphoenix is a general retail store; without specific item details, it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Travel:Flights
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Central Coast Seaside likely indicates a trip to California, suggesting travel expenses for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "S/C Super Lux appears to be a specialty food or grocery item, likely a household purchase.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Household:Appliances
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Webber Workincline Village suggests a Weber grill or appliance purchase for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "DoorDash is a food delivery service, classified as dining out for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Movies
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Showcase Cinema is a movie theater, representing entertainment for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Devotion Cafe likely refers to a grocery or food item purchase, categorized as groceries.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Non-Discretionary:Household Essentials:Pet Costs
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Blissandbone.com is a pet product retailer, indicating pet supplies for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "XAI LLC is an AI company, likely a subscription or software service for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Pollen Robot is a robotics/AI company, likely a subscription or software service for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Concierge AI Tech is an AI service, likely a subscription or software service for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "n8n is a workflow automation tool, classified as a subscription software for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Hearth Display appears to be a software or digital service subscription for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Kid Costs:Sports
suggested_class: Marky
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Battlegroundz is an airsoft/paintball venue, matching Marky's known activities.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Books
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Symposium Boop appears to be a book purchase, likely for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Intuit QuickBooks is accounting software, classified as a subscription for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Lumen.me is a software or digital service subscription, likely for business use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Hemenway is a restaurant, classified as dining out for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Cal Avos Direct suggests an avocado or grocery purchase, categorized as groceries.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Anna's Cafe is a coffee shop or restaurant, classified as dining out for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:02:44
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Provecho Recigardena appears to be a grocery or food item purchase, categorized as groceries.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Charitable Contributions
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The vendor appears to be a charity (The Visan Francisco), which is a discretionary household expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Home:Appliances
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Reservoir likely refers to a water heater or similar appliance, which is a household necessity.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Chocolate Sprlenox is a grocery item, and groceries are not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Charging
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Tesla Supercharger is a standard automotive expense for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Great 101 Baking is a grocery store, and groceries are not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Hei La Moon is a restaurant, and general dining out is not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Tweek.so appears to be a subscription service, which is generally not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Movies
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Fandango is for movie tickets, which is a discretionary household expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription service, which is generally not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Government Services
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "MassDOT is a government service, likely a vehicle registration or similar fee.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping:Clothing
suggested_class: K
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Edikted is a women's clothing retailer, triggering the K-gift rule for Krista.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping:Miscellaneous
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Duckbill is an ambiguous vendor, likely a household purchase.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP Cafe Devotion is a restaurant, and general dining out is not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Audible is a subscription service, which is generally not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Shopping:Office Supplies
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Eureka Puzzle is likely a household purchase of puzzles or games.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kurver Kreme is a restaurant, and general dining out is not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Starbucks is a coffee shop, and general dining out is not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The Olde Bryas is a restaurant, and general dining out is not assigned a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Entertainment
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The Tepee appears to be a novelty or entertainment venue, likely a couple's outing.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Entertainment
suggested_class: null
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Crunchyroll is a streaming service subscription which falls under the rule to leave class null for content.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Entertainment
suggested_class: null
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription service, and the rules state to leave class null for streaming/subscriptions.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Charging
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Tesla Supercharger is a household utility for the family car.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Health:Healthy Stuff
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "LMNT is explicitly listed as Health:Healthy Stuff with class KandM.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Ozzies Coffee is a coffee shop; while not explicitly named like Karma Coffee, it fits the Fancy Food category but should have no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Employment
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Future is a staffing agency likely used for business hiring needs.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Fuel
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Stewart's is a gas station, a necessary household expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Quady Winery is a specialty food/drink purchase, likely a couple's treat.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation:Rideshare
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Lyft is a rideshare service, classified as Transportation.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "XOXO is a restaurant, likely a date night or family meal.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: KandM
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP Cafe Devotion is a cafe/restaurant, classified as Dining out.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Software
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "3030 Labs is likely a software or tech subscription used for business.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions:Entertainment
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "S/C Super Lux appears to be a streaming or digital subscription service.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: high
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Captain Marden's is explicitly listed as Discretionary:Fancy Food with NO class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:03:16
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Blue Bottle Coffee is a coffee shop, similar to Karma Coffee, fitting Fancy Food with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Movies
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Movie theater ticket is a standard couple's entertainment expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Dunkin coffee is a general household expense, not assigned to a specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Blissandbone.com appears to be a business software subscription likely used by Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Software:AI Tools
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP OMI AI is an AI software subscription, fitting the Forge category for business tools.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Concierge AI Tech is likely a business software subscription for Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP Cal Avos Direct appears to be a grocery delivery service, which is a household necessity.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP Hearth Display is likely a business software subscription for Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "XOXO is a restaurant, classified as general dining out.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Software:Accounting
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Intuit QuickBooks is a business accounting software subscription.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "SP Lumen.me appears to be a business software subscription for Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Donelans is a grocery store, classified as household groceries.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "LinkedIn Premium is a business networking subscription.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Eataly is a specialty food store, classified as fancy food for the couple.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Fuji is a restaurant, classified as general dining out.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Charging
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Tesla Supercharger is a household vehicle expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Blue Bottle Coffee is a general coffee shop expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Jindu is a restaurant, classified as general dining out.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Kid Costs:Entertainment
suggested_class: Marky
confidence: high
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Nintendo purchase is likely a game or console for Marky, who is known to play games.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:03:32
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Superhuman is an email productivity tool, likely a business subscription for Forge.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Auntie Anne's is a standard food vendor with no specific family member context, so it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Sbarro is a standard food vendor with no specific family member context, so it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Fuel
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Sheetz is a gas station/convenience store, classified as fuel expense with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Starbucks is a standard coffee shop; without specific context like 'Karma Coffee', it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: medium
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "tweek.so appears to be a digital subscription service, but the specific nature is unclear, so it defaults to subscriptions with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Health:Healthy Stuff
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AG1 is explicitly listed as Health:Healthy Stuff with class KandM.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Devotion Cafe is a restaurant; without specific context, it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Samurai Kitchen is a restaurant; without specific context, it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "AG Travel Placorfu appears to be a food vendor or travel-related meal, classified as dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Automotive:Fuel
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Fastrac is a gas station, classified as fuel expense with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Lyft is a rideshare service, classified as Transportation with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Panera Bread is a standard food vendor with no specific family member context, so it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription service, classified as Subscriptions with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Barbuto is a restaurant; without specific context, it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Redfarm is a restaurant; without specific context, it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise
confidence: low
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Amazon purchase is ambiguous without item details, so it defaults to general merchandise with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Super Stop N is a grocery store, classified as Groceries with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Other:Miscellaneous
confidence: medium
created_at: 2026-03-09 23:03:49
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Duckbill is an ambiguous vendor name, so it defaults to miscellaneous with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Discretionary:Fancy Food
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "The description 'PAW*WAYLAND' likely refers to a local Wayland business, but without a clear vendor match to specific rules, it defaults to a generic fancy food or merchandise category with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Starbucks is a coffee shop; per rules, general coffee/dining out has no class unless it's a specific vendor like Karma Coffee.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Audible is a subscription service; per rules, streaming/subscriptions get no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies
confidence: low
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Amazon order details are unknown; cannot determine if it's toys (Kids), supplements (Me), or general goods (KandM), so class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Brazilian Family restaurant is a dining expense; general dining out has no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Crunchyroll is a streaming subscription; per rules, subscriptions get no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Health:Healthy Stuff
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kachava is a health supplement; per rules, AG1/DrinkLMNT/Kachava are Health:Healthy Stuff with class KandM.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Jindu appears to be a restaurant; general dining out has no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Kid Costs:Sports
suggested_class: Kids
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Foxboro Youth likely refers to a youth sports camp or league; per rules, youth sports activities are Kid Costs with class Kids.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services
suggested_class: Forge
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Future appears to be a business service or agency; if related to Mark's business, it goes to Forge, otherwise ambiguous.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Fannon's Liquor is a grocery/alcohol vendor; groceries have no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Health:Doctor Visits - Medical
suggested_class: Me
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Comprehensive Financial (likely a typo for a medical provider or similar) with a small charge suggests a personal medical visit; per rules, small personal medical charges are class Me.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:07
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "DoorDash is a food delivery service; general dining out has no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Bandcamp is a music subscription or purchase, but without specific item details, the class is ambiguous.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "DoorDash is a restaurant delivery service, which falls under general dining out with no specific beneficiary class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a recurring subscription service with no specific family member beneficiary.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Charitable Contributions
confidence: high
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "In *kicks For Cancer is a charitable donation, which does not get a class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise
confidence: low
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Amazon purchase is ambiguous without item details to determine if it is for kids, household, or personal use.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Future employment agency charge is unclear if it is for business or personal use, so class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Blue Bottle Coffee is a coffee shop, which falls under general dining out with no specific beneficiary class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Chimnatic is an ambiguous vendor, likely a service, but without details, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Five Below is a discount store selling various items, but without specific items, the class is ambiguous.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Bob's Turkey is a restaurant, but the category suggests professional services; without details, class is null.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Kid Costs:Entertainment
suggested_class: Kids
confidence: medium
created_at: 2026-03-09 23:04:24
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Nintendo purchases are likely games for the children, but without specific game titles, the class is a reasonable guess.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Video Games
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Nintendo purchase is likely for the children's gaming, fitting the Kids class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Restaurant charge is general dining out with no specific class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Employment Agencies
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Employment agency fee is ambiguous regarding who benefits and lacks a specific class rule.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Business Services:Other Services
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Generic business service charge is unclear regarding specific beneficiary.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Books
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Book store purchase is general and does not clearly fit a specific child or business class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation:Public Transit
suggested_class: null
confidence: high
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "NYCT PayGo is clearly public transit transportation for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Transportation:Public Transit
suggested_class: null
confidence: high
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "OMNY vending is clearly public transit transportation for the household.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment:Theater
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Theater refreshments are part of a general entertainment outing with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Bakery charge is general dining out with no specific class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Coffee shop charge is general dining out with no specific class assignment.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:04:40
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Grocery store purchase is a household necessity with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Travel:Flights
confidence: high
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "NYCT PAYGO indicates subway/rail transport which is a general household necessity with no specific beneficiary class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Market TST appears to be a food vendor, but the specific nature is unclear so it defaults to general dining with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Groceries
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Russ & Daughters is a grocery/food vendor, and groceries are classified as no class per rules.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-General Retail
confidence: low
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Cadence in Astoria is ambiguous and could be anything from retail to services, requiring human review.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Home Improvement
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wayland Home & Design is a hardware/home store, but without specific item details it is a general household expense with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Tatte Bakery is a coffee shop/bakery which falls under general dining out with no specific class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Jindu appears to be a restaurant, classified as general dining out with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Waffle Cabin is a restaurant, classified as general dining out with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-General Retail
confidence: low
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Amazon charge with cryptic code CR4T27GT3 is ambiguous and requires human review to determine contents.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Professional Services
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Gary Fial appears to be a contractor, but without specific service details it is a general business expense with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Kindle Unlimited is a subscription service which falls under the no class rule for subscriptions.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Merchandise & Supplies-General Retail
confidence: low
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Amazon charge on Christmas is ambiguous and could be gifts or household items, requiring human review.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Audible is a subscription service which falls under the no class rule for subscriptions.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
confidence: high
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Crunchyroll is a subscription service which falls under the no class rule for subscriptions.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Gifts
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Brattle Square Florist is likely a gift purchase, but without context it defaults to no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "LA Burdick is a restaurant, classified as general dining out with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Dining out
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wusong Restaurant is a dining establishment, classified as general dining out with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Entertainment
confidence: medium
created_at: 2026-03-09 23:04:56
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Nintendo charge is likely a game or console, but without device context it defaults to general entertainment with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Subscriptions
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:05:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "BOOKE.AI is a business software subscription used for accounting/bookkeeping, fitting the Forge category for business tools.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Education
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Wyzant is an online tutoring platform; without specific context linking it to a child's curriculum or a business need, it remains a general education expense with no class.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass2_llm_v1
pass_used: pass2_llm
suggested_category: Travel:Hotels
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:05:00
evidence_json:
  {"evidence_type": "llm_pass2", "reasoning": "Johnston's Old London is a hotel in London, representing a couple's travel expense.", "trust_note": "LLM classification \u2014 medium confidence at best per Mark 2026-03-09"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-General Retail
suggested_class: null
confidence: low
created_at: 2026-03-09 23:05:10
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"HUDSON ST1886BOSTON MA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is for a small amount ($5.49) at a location identified as 'AplPay HUDSON ST1886BOSTON MA'. Without email evidence or specific merchant details, it is impossible to determine which household member (K, Me, Kids, etc.) made the purchase. The amount and generic description do not trigger the specific 'K-gift rule' (women's clothing/lingerie) or the 'Amazon supplements' rule. Therefore, no specific class can be assigned.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Health: Healthy Stuff
suggested_class: Me
confidence: high
created_at: 2026-03-09 23:05:12
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"HEART CITY HEALTHY\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The merchant 'HEART CITY HEALTHY' strongly indicates a health or wellness store. The transaction amount ($11.77) is consistent with a small purchase of supplements or health items. The provided hint explicitly states 'Amazon supplements \u2192 Health:Healthy Stuff / Me', and the merchant name aligns with this category. No email evidence contradicts this, and the transaction does not fit the specific 'K-gift rule' for women's clothing or leather goods.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:15
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMX85VS5QH3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's American Express card. The category hint suggests 'Merchandise & Supplies', but the specific items purchased are unknown as no email evidence was found. Without evidence of specific items (e.g., supplements for 'Me' or clothing for 'K'), the transaction cannot be definitively assigned to a specific household member class. The 'K-gift rule' for women's clothing/lingerie/leather cannot be applied without item details, and the 'Amazon supplements' rule does not apply without confirmation. Therefore, the class remains null.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:17
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOM5J6TG2WL3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's American Express card. The amount ($101.16) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. Without evidence of a gift or specific category items, the transaction cannot be assigned to a specific household member class and defaults to null.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:19
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMHJ1FX4YV3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase of $79.87. The provided category hint aligns with 'Merchandise & Supplies'. However, the specific item description is missing, and no email evidence was found to confirm the contents. Without evidence of it being a gift (K-gift rule), supplements (Health:Healthy Stuff), or specific household items, it cannot be definitively assigned to a specific person (class) like Mark, Me, or Kids. Therefore, the class remains null based on the available data.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:21
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMHK8CM33W3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's card. The description does not explicitly identify the items as women's clothing, lingerie, or leather (which would trigger the K-gift rule for class 'K'). There is no email evidence to confirm the purchase of supplements (which would trigger class 'Me'). Without specific item details, the transaction cannot be definitively assigned to a specific household member, resulting in a 'null' class assignment.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:05:23
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMOT82R04U3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase of $10.78 with no email evidence to identify the specific item. While the category hint suggests 'Internet Purchase', the amount is too small to definitively classify as a major household purchase (K) or specific personal item (Me) without further context. The 'K-gift rule' for women's clothing/lingerie does not apply as the item is unknown, and the 'Amazon supplements' rule cannot be confirmed. Therefore, no specific household member can be assigned with high confidence.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:26
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMV10VM7WN3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's card. The description does not specify the item type, and no email evidence was found to confirm the contents. While the category hint suggests 'Internet Purchase', the specific class cannot be determined without knowing if the items are for 'Me' (e.g., supplements), 'K' (e.g., women's clothing/lingerie/leather), or general household supplies. The K-gift rule and Amazon supplement rule cannot be applied due to missing item details.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:28
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMSM8M43PD3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase of $127.12. The provided category hint suggests 'Merchandise & Supplies', but the specific class list (KandM, Me, K, Kids, etc.) does not have a generic 'Merchandise' option. The 'K-gift rule' and 'Amazon supplements' rule do not apply as there is no evidence of women's clothing/lingerie/leather or supplements. Without email evidence to identify the specific items purchased, it is impossible to assign a specific household member class (like 'Me' or 'Kids') with high confidence, resulting in a 'null' class assignment.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:30
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMEY3Z50OD3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is a small Amazon purchase ($1.85) with no email evidence to identify the specific item. The amount is too low to be a major household purchase and does not match the specific 'K-gift rule' criteria (women's clothing/lingerie/leather). Without evidence of the item being a supplement (which would map to 'Me') or a gift, the specific class cannot be determined from the available data.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:33
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMNJ4Q581A1AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase of $146.40. The provided category hint suggests 'Merchandise & Supplies-Internet Purchase'. However, the specific item description is missing, and no email evidence was found to identify the contents. Without knowing if the purchase is for household supplies, personal items, or specific categories like health supplements (which would map to 'Me'), it is impossible to definitively assign a specific household member class (e.g., Me, K, Kids) based on the provided rules. Therefore, the class remains null.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:35
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMB896O4QA2AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase of $119.82. The provided category hint suggests 'Merchandise & Supplies-Internet Purchase'. However, without email evidence or specific item details, it is impossible to determine which specific household member (K, Me, Kids, etc.) made the purchase or if it falls under a specific sub-category like 'Health:Healthy Stuff' (which would map to 'Me'). The amount and merchant do not trigger the 'K-gift rule' (women's clothing/lingerie/leather on Mark's card). Therefore, the specific class cannot be assigned with high confidence.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-General Retail
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:37
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"CADENCE ASTORIA NY\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is for 'SP CADENCE' in Astoria, NY, which appears to be a general retail or specialty store. The amount ($330.65) and description do not match specific household members (K, Me, Kids, etc.) or known gift rules (no women's clothing/lingerie/leather on Mark's card). No email evidence was found to confirm the specific recipient or purpose. Therefore, the transaction is classified as general retail under the provided hint, but no specific household class can be assigned.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:40
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMCR4T27GT3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's American Express card. The amount ($142.26) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. Without evidence of it being a gift for a specific class member or a health supplement, and given the generic nature of the transaction, it cannot be definitively assigned to a specific household member class.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass3_gmail_v1
pass_used: pass3_gmail
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: medium
created_at: 2026-03-09 23:05:42
evidence_json:
  {"evidence_type": "llm_no_email", "gmail_query": "\"AMAZONCOMEJ6JK4443AMZNCOMBILL WA\" receipt OR confirmation OR order 2025", "email_count": 0, "reasoning": "The transaction is an Amazon purchase on Mark's card. The amount ($100.22) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. While the category hint suggests 'Internet Purchase', without specific item details to assign it to a specific household member like 'Me' or 'Kids', and given the ambiguity, the class remains unassigned (null) based on the provided rules.", "trust_note": "Pass 3 Gmail-backed reclassification"}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: XOXO Sushi Bar
suggested_category: Labs or Forge Expenses
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:05:56
evidence_json:
  {"source": "mark_confirmed", "note": "Dinner with Christopher Walker, Forge shareholder. Mark confirmed class=Forge."}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: Coach Grill
suggested_category: Discretionary:Dining out:Meals out or Takeout
suggested_class: Dad
confidence: high
created_at: 2026-03-09 23:05:56
evidence_json:
  {"source": "mark_confirmed", "note": "Dad birthday dinner. Mark Kasdorf Sr DOB Oct 15 1954. Dinner Oct 8 2025 = birthday celebration."}


classifier_version: pass1_rules_v1
pass_used: rule_fix
suggested_vendor: Master Chimney
suggested_category: Non-Discretionary:Home Upkeep:Indoor Maintenance
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 23:06:50
evidence_json:
  {"source": "skill_md_fix", "note": "Master Chimney = Indoor Maintenance, class=Bennett per SKILL.md. Pass 2 had wrong category."}


classifier_version: pass1_rules_v1
pass_used: rule_fix
suggested_vendor: Master Chimney
suggested_category: Non-Discretionary:Home Upkeep:Indoor Maintenance
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 23:06:50
evidence_json:
  {"source": "skill_md_fix", "note": "Master Chimney = Indoor Maintenance, class=Bennett per SKILL.md. On Delta card = Khuthala arranged."}


classifier_version: pass1_rules_v1
pass_used: rule_fix
suggested_vendor: OMI AI
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:06:50
evidence_json:
  {"source": "skill_md_fix", "note": "OMI AI device per SKILL.md. Electronics and Hardware, class=Forge."}


classifier_version: pass1_rules_v1
pass_used: rule_fix
suggested_vendor: Home Depot
suggested_category: Non-Discretionary:Home Upkeep:Indoor Maintenance
suggested_class: Bennett
confidence: high
created_at: 2026-03-09 23:26:22
evidence_json:
  {"source":"mark_confirmed","note":"Home Depot Natick on Khuthala Delta card = Bennett supplies. class=Bennett."}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Discretionary:Travel:Ski
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "village ski alincoln nh", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Sporting Goods Stores", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Health and Fitness:Gym/Training
suggested_class: Me
confidence: high
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "future san francisco ca", "card_issuer": "American Express", "category_raw": "Business Services-Employment Agencies", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Non-Discretionary:Household Essentials:Home Supplies
confidence: high
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "five below 411 00000natick ma", "card_issuer": "American Express", "category_raw": "Merchandise & Supplies-Wholesale Stores", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Discretionary:Stuff and Things:Stuff
confidence: medium
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "natick outdoor store", "card_issuer": "Capital One", "category_raw": "Merchandise", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Non-Discretionary:Household Essentials:Fancy Food
confidence: high
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "bobs turkey flancaster ma", "card_issuer": "American Express", "category_raw": "Business Services-Professional Services", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: pass1_rules_v1
pass_used: pass1_rules
suggested_category: Health and Fitness:Gym/Training
suggested_class: Me
confidence: high
created_at: 2026-03-09 23:28:10
evidence_json:
  {"fingerprint": "app humango aboulder", "card_issuer": "American Express", "category_raw": "Business Services-Other Services", "rule_source": "skill_md_fix", "evidence_type": "merchant_rule"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"apple com us","card_issuer":"Apple Card","category_raw":"Other","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Rule-backed classification, valid QBO category"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"apple store","card_issuer":"Apple Card","category_raw":"Other","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Rule-backed classification, valid QBO category"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Travel:Hotels
suggested_class: KandM
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Green Highland is a hotel charge, likely for a family vacation or trip, so class is KandM.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Large charge $1146.56 with LLM-only classification, no rule backing"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"apple online cupertino ca","card_issuer":"American Express","category_raw":"Merchandise & Supplies-Internet Purchase","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Rule-backed classification, valid QBO category"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Office Expenses:Equipment
suggested_class: Forge
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"amazon com amzn com bill wa","card_issuer":"American Express","category_raw":"Merchandise & Supplies-Internet Purchase","trust_note":"confirmed_posted: class may have errors per Mark 2026-03-09","rule_source":"confirmed_posted","evidence_type":"merchant_rule","upgrade_reason":"Amazon row — needs order data before classifying"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Health:Healthy Stuff
suggested_class: Me
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"amazon markeplace na pa","card_issuer":"American Express","category_raw":"Merchandise & Supplies-Internet Purchase","trust_note":"confirmed_posted: class may have errors per Mark 2026-03-09","rule_source":"confirmed_posted","evidence_type":"merchant_rule","upgrade_reason":"Amazon row — needs order data before classifying"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Grooming:Clothing
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"hestra glovesarvada","card_issuer":"American Express","category_raw":"Merchandise & Supplies-General Retail","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Valid QBO category, amount $399.06 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services:Contracting Services
suggested_class: Forge
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Gary Fial appears to be a contractor or service provider for business needs, likely Forge.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services:Contracting Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Dining out:Meals out or Takeout
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"cadence astoria ny","card_issuer":"American Express","category_raw":"Merchandise & Supplies-General Retail","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Valid QBO category, amount $330.65 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_class: Kids
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"enchanted forest watold forge ny","card_issuer":"American Express","category_raw":"Entertainment-Theme Parks","trip_match":"Old Forge Adirondacks","evidence_type":"trip_calendar","upgrade_reason":"Non-QBO category: None"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"AplPay Back Home is a grocery charge, but without context on who benefited, class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $318.73 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Jindu appears to be a restaurant; general dining out has no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $279.29 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Hemenway is a restaurant, classified as dining out for the household.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $275.62 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Bob's Turkey is a restaurant, but the category suggests professional services; without details, class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Market TST appears to be a food vendor, but the specific nature is unclear so it defaults to general dining with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $210.73 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Fannon's Liquor is a grocery/alcohol vendor; groceries have no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $207.95 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Future is an employment agency, but without context on who was hired, the class is ambiguous.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services:Employment Agencies
suggested_class: Forge
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Future appears to be a staffing or employment agency, likely used for business hiring.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services:Employment Agencies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services:Employment
suggested_class: Forge
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Future is a staffing agency likely used for business hiring needs.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services:Employment'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services
suggested_class: Forge
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Future appears to be a business service or agency; if related to Mark's business, it goes to Forge, otherwise ambiguous.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Future employment agency charge is unclear if it is for business or personal use, so class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services:Employment Agencies
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Employment agency fee is ambiguous regarding who benefits and lacks a specific class rule.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services:Employment Agencies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_class: KandM
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"alila ventanabig sur ca","card_issuer":"American Express","category_raw":"Restaurant-Restaurant","trip_match":"Big Sur Honeymoon","evidence_type":"trip_calendar","upgrade_reason":"Non-QBO category: None"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"XOXO is a restaurant; dining out generally receives no class unless it is a specific child's activity.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $177.80 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Business Services:Other Services
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Generic business service charge is unclear regarding specific beneficiary.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Business Services:Other Services'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"The Olde Bryas is a restaurant, and general dining out is not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $149.66 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMNJ4Q581A1AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase of $146.40. The provided category hint suggests 'Merchandise & Supplies-Internet Purchase'. However, the specific item description is missing, and no email evidence was found to identify the contents. Without knowing if the purchase is for household supplies, personal items, or specific categories like health supplements (which would map to 'Me'), it is impossible to definitively assign a specific household member class (e.g., Me, K, Kids) based on the provided rules. Therefore, the class remains null.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Quady Winery is a specialty food/drink purchase, likely a couple's treat.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $143.89 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Hei La Moon is a restaurant, and general dining out is not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $142.85 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMCR4T27GT3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's American Express card. The amount ($142.26) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. Without evidence of it being a gift for a specific class member or a health supplement, and given the generic nature of the transaction, it cannot be definitively assigned to a specific household member class.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Travel:Flights
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Central Coast Seaside likely indicates a trip to California, suggesting travel expenses for the household.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $140.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Shopping
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"The House of Stapay is a general retail store; without specific item details, it defaults to no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Amazon row — needs order data before classifying"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMV10VM7WN3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's card. The description does not specify the item type, and no email evidence was found to confirm the contents. While the category hint suggests 'Internet Purchase', the specific class cannot be determined without knowing if the items are for 'Me' (e.g., supplements), 'K' (e.g., women's clothing/lingerie/leather), or general household supplies. The K-gift rule and Amazon supplement rule cannot be applied due to missing item details.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMX85VS5QH3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's American Express card. The category hint suggests 'Merchandise & Supplies', but the specific items purchased are unknown as no email evidence was found. Without evidence of specific items (e.g., supplements for 'Me' or clothing for 'K'), the transaction cannot be definitively assigned to a specific household member class. The 'K-gift rule' for women's clothing/lingerie/leather cannot be applied without item details, and the 'Amazon supplements' rule does not apply without confirmation. Therefore, the class remains null.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMSM8M43PD3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase of $127.12. The provided category hint suggests 'Merchandise & Supplies', but the specific class list (KandM, Me, K, Kids, etc.) does not have a generic 'Merchandise' option. The 'K-gift rule' and 'Amazon supplements' rule do not apply as there is no evidence of women's clothing/lingerie/leather or supplements. Without email evidence to identify the specific items purchased, it is impossible to assign a specific household member class (like 'Me' or 'Kids') with high confidence, resulting in a 'null' class assignment.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Charitable Contributions
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"The vendor appears to be a charity (The Visan Francisco), which is a discretionary household expense.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $126.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMB896O4QA2AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase of $119.82. The provided category hint suggests 'Merchandise & Supplies-Internet Purchase'. However, without email evidence or specific item details, it is impossible to determine which specific household member (K, Me, Kids, etc.) made the purchase or if it falls under a specific sub-category like 'Health:Healthy Stuff' (which would map to 'Me'). The amount and merchant do not trigger the 'K-gift rule' (women's clothing/lingerie/leather on Mark's card). Therefore, the specific class cannot be assigned with high confidence.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOM5J6TG2WL3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's American Express card. The amount ($101.16) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. Without evidence of a gift or specific category items, the transaction cannot be assigned to a specific household member class and defaults to null.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMEJ6JK4443AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's card. The amount ($100.22) and description do not explicitly indicate women's clothing, lingerie, or leather (which would trigger the K-gift rule for Mark's card). There is no email evidence to confirm the specific items purchased. While the category hint suggests 'Internet Purchase', without specific item details to assign it to a specific household member like 'Me' or 'Kids', and given the ambiguity, the class remains unassigned (null) based on the provided rules.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"S/C Super Lux appears to be a specialty food or grocery item, likely a household purchase.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $98.75 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a food delivery service, classified as dining out for the household.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $92.90 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Kid Costs:Entertainment
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Nintendo purchases are likely games for the children, but without specific game titles, the class is a reasonable guess.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $84.99 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"LA Burdick is a restaurant, classified as general dining out with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $81.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMHJ1FX4YV3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase of $79.87. The provided category hint aligns with 'Merchandise & Supplies'. However, the specific item description is missing, and no email evidence was found to confirm the contents. Without evidence of it being a gift (K-gift rule), supplements (Health:Healthy Stuff), or specific household items, it cannot be definitively assigned to a specific person (class) like Mark, Me, or Kids. Therefore, the class remains null based on the available data.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Stuff and Things:Stuff
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"natick outdoor store","card_issuer":"Capital One","category_raw":"Merchandise","rule_source":"skill_md_fix","evidence_type":"merchant_rule","upgrade_reason":"Valid QBO category, amount $74.98 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Kid Costs:Entertainment
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Nintendo purchases are likely games for the children, but without specific game titles, the class is a reasonable guess.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $74.36 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Tatte Bakery is a coffee shop/bakery which falls under general dining out with no specific class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $73.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Jindu appears to be a restaurant, classified as general dining out with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $70.10 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMHK8CM33W3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is an Amazon purchase on Mark's card. The description does not explicitly identify the items as women's clothing, lingerie, or leather (which would trigger the K-gift rule for class 'K'). There is no email evidence to confirm the purchase of supplements (which would trigger class 'Me'). Without specific item details, the transaction cannot be definitively assigned to a specific household member, resulting in a 'null' class assignment.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a food delivery service; general dining out has no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $63.71 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Chocolate Sprlenox is a grocery item, and groceries are not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $60.95 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"SP Cal Avos Direct appears to be a grocery delivery service, which is a household necessity.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $60.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Cal Avos Direct suggests an avocado or grocery purchase, categorized as groceries.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $56.95 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Gifts
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Brattle Square Florist is likely a gift purchase, but without context it defaults to no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $53.12 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_class: Dad
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"hafnarhus 033reykjavik","card_issuer":"American Express","category_raw":"Merchandise & Supplies-Arts & Jewelry","trip_match":"Deplar Farm Iceland","evidence_type":"trip_calendar","upgrade_reason":"Non-QBO category: None"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Kurver Kreme is a restaurant, and general dining out is not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $44.53 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a restaurant delivery service, which falls under general dining out with no specific beneficiary class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $42.79 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a restaurant delivery service, which falls under general dining out with no specific beneficiary class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $41.84 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Blue Bottle Coffee is a coffee shop, similar to Karma Coffee, fitting Fancy Food with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $38.52 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Restaurant charge is general dining out with no specific class assignment.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $37.23 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Great 101 Baking is a grocery store, and groceries are not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $37.21 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Starbucks is a coffee shop, and general dining out is not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $35.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"AplPay Fortescues is a restaurant charge, but without context on who benefited, class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $32.75 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Waffle Cabin is a restaurant, classified as general dining out with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $32.25 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Bakery charge is general dining out with no specific class assignment.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $30.45 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Brazilian Family restaurant is a dining expense; general dining out has no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $28.26 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Devotion Cafe likely refers to a grocery or food item purchase, categorized as groceries.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $26.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"SP Cafe Devotion is a restaurant, and general dining out is not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $26.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"SP Cafe Devotion is a cafe/restaurant, classified as Dining out.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $26.50 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a restaurant delivery service, which falls under general dining out with no specific beneficiary class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $24.86 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_class: Kids
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"fingerprint":"blue line cofold forge ny","card_issuer":"American Express","category_raw":"Restaurant-Bar & Caf\u00e9","trip_match":"Old Forge Adirondacks","evidence_type":"trip_calendar","upgrade_reason":"Non-QBO category: None"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Russ & Daughters is a grocery/food vendor, and groceries are classified as no class per rules.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $21.90 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Grocery store purchase is a household necessity with no specific class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $20.58 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Restaurant charge is general dining out with no specific class assignment.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $19.41 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"AplPay Fountain of is a restaurant charge, but without context on who benefited, class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $19.15 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Doordash is a food delivery service; general dining out receives no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $17.19 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Blue Bottle Coffee is a coffee shop, which falls under general dining out with no specific beneficiary class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $17.12 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Ozzies Coffee is a coffee shop; while not explicitly named like Karma Coffee, it fits the Fancy Food category but should have no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $15.87 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Ozzies Coffee is a coffee shop; while not explicitly named like Karma Coffee, it fits the Fancy Food category but should have no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $15.06 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Waffle Cabin is a restaurant, classified as general dining out with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $13.25 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Kid Costs:Sports
suggested_class: Kids
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Foxboro Youth likely refers to a youth sports camp or league; per rules, youth sports activities are Kid Costs with class Kids.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $8.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Coffee shop charge is general dining out with no specific class assignment.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $7.62 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Anna's Cafe is a coffee shop or restaurant, classified as dining out for the household.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $7.20 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Chocolate Sprlenox is a grocery item, and groceries are not assigned a class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $6.75 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Five Below is a discount store selling various items, but without specific items, the class is ambiguous.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Non-QBO category: 'Merchandise'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Kid Costs:Sports
suggested_class: Marky
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Battlegroundz is an airsoft/paintball venue, matching Marky's known activities.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $5.89 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Groceries
suggested_class: KandM
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"Provecho Recigardena appears to be a grocery or food item purchase, categorized as groceries.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $5.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Discretionary:Fancy Food
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"The description 'PAW*WAYLAND' likely refers to a local Wayland business, but without a clear vendor match to specific rules, it defaults to a generic fancy food or merchandise category with no class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $4.00 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Merchandise & Supplies-Internet Purchase
suggested_class: null
confidence: low
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_no_email","gmail_query":"\"AMAZONCOMEY3Z50OD3AMZNCOMBILL WA\" receipt OR confirmation OR order 2025","email_count":0,"reasoning":"The transaction is a small Amazon purchase ($1.85) with no email evidence to identify the specific item. The amount is too low to be a major household purchase and does not match the specific 'K-gift rule' criteria (women's clothing/lingerie/leather). Without evidence of the item being a supplement (which would map to 'Me') or a gift, the specific class cannot be determined from the available data.","trust_note":"Pass 3 Gmail-backed reclassification","upgrade_reason":"Non-QBO category: 'Merchandise & Supplies-Internet Purchase'"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
suggested_class: null
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"AplPay Fortescues is a restaurant charge, but without context on who benefited, class is null.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $1.38 within threshold"}


classifier_version: confidence_upgrade_v1
pass_used: confidence_upgrade
suggested_category: Dining out
confidence: high
created_at: 2026-03-09 23:28:12
evidence_json:
  {"evidence_type":"llm_pass2","reasoning":"DoorDash is a restaurant delivery service, which falls under general dining out with no specific beneficiary class.","trust_note":"LLM classification \u2014 medium confidence at best per Mark 2026-03-09","upgrade_reason":"Valid QBO category, amount $1.00 within threshold"}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: Cadence
suggested_category: Gifts:Gifts (non-Christmas)
suggested_class: K
confidence: high
created_at: 2026-03-09 23:47:17
evidence_json:
  {"source":"mark_confirmed","note":"Cadence = keepyourcadence.com travel containers. K bought as gifts. SP prefix = Stripe."}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: Back Home Farm
suggested_category: Non-Discretionary:Household Essentials:Fancy Food
confidence: high
created_at: 2026-03-09 23:47:17
evidence_json:
  {"source":"mark_confirmed","note":"Back Home Farm = Wagyu beef farm, Dover Foxcroft ME. Direct beef order. Fancy Food, no class."}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: LinkedIn
suggested_category: Labs or Forge Expenses
suggested_class: Forge
confidence: high
created_at: 2026-03-09 23:47:17
evidence_json:
  {"source":"mark_confirmed","note":"LinkedIn annual $305.87. Aug 15 each year. Confirmed by matching 2024-08-15 charge row 675. Labs or Forge Expenses, class=Forge."}


classifier_version: pass1_rules_v1
pass_used: rule_fix
suggested_vendor: Apple Online
suggested_category: Discretionary:Stuff and Things:Electronics and Hardware
confidence: medium
created_at: 2026-03-09 23:52:17
evidence_json:
  {"source":"rule_fix","note":"Apple Online purchase. Old Subscriptions rule was wrong. Electronics and Hardware. Class unknown - needs receipt context."}


classifier_version: pass1_rules_v1
pass_used: human_review
suggested_vendor: JetBlue
suggested_category: Discretionary:Travel:Flights
suggested_class: K
confidence: high
created_at: 2026-03-09 23:52:17
evidence_json:
  {"source":"mark_confirmed_prior_session","note":"Krista BOS->ORD flight Aug 20 2025. Confirmed in prior session per MASTER-PROJECT-STATE."}


