| text,expected_hs_code,category,language,notes |
| fresh boneless beef,020130,easy,en,common meat product |
| frozen boneless bovine meat for export,020230,easy,en,frozen meat variant |
| frozen shrimp 500g bag,030617,easy,en,common seafood |
| whole milk 3.5% fat,040120,easy,en,standard dairy |
| cheddar cheese block,040690,easy,en,common cheese |
| fresh tomatoes,070200,easy,en,basic vegetable |
| fresh red apples,080810,easy,en,common fruit |
| bananas fresh,080300,easy,en,top traded fruit |
| raw coffee beans unroasted,090111,easy,en,major commodity |
| white rice 25kg bag,100630,easy,en,staple grain |
| palm oil refined,151190,easy,en,major edible oil |
| cane sugar raw,170199,easy,en,basic commodity |
| sweet biscuits assorted,190531,easy,en,packaged food |
| bottled sparkling water flavored,220210,easy,en,common beverage |
| beer lager 330ml bottles,220300,easy,en,common alcohol |
| scotch whisky 700ml,220830,easy,en,spirits |
| crude petroleum oil,270900,easy,en,major commodity |
| polyethylene pellets LDPE,390110,easy,en,common plastic resin |
| car tyre 205/55R16 new,401110,easy,en,auto consumable |
| cotton t-shirts mens,610910,easy,en,basic garment |
| hot rolled steel coil 600mm,720839,easy,en,industrial steel |
| copper cathodes 99.99% purity,740311,easy,en,refined metal |
| laptop computer 14 inch,847130,easy,en,common electronics |
| smartphone Samsung Galaxy,851712,easy,en,ubiquitous device |
| lithium ion battery pack 48V,850760,easy,en,EV battery |
| sedan car 2000cc petrol engine,870323,easy,en,standard vehicle |
| wooden bedroom wardrobe,940350,easy,en,common furniture |
| tea,090210,edge_case,en,very short query - ambiguous |
| car parts,870899,edge_case,en,vague automotive |
| medicine,300490,edge_case,en,extremely generic |
| chips,854231,edge_case,en,ambiguous - food or electronics |
| oil,270900,edge_case,en,highly ambiguous |
| shoes,640399,edge_case,en,generic footwear |
| paper,480256,edge_case,en,very generic |
| plastic bags for groceries,392321,edge_case,en,everyday item |
| Galaxy S24 Ultra,851712,edge_case,en,brand name only |
| Nespresso coffee capsules,210111,edge_case,en,branded coffee product |
| Goodyear truck tyre 315/80R22.5,401120,edge_case,en,brand + specs |
| Jack Daniels Tennessee whiskey 750ml,220830,edge_case,en,brand name spirits |
| Nintendo Switch gaming console,950490,edge_case,en,brand - games vs electronics |
| surgical masks disposable,901890,edge_case,en,medical supply |
| USB-C charging cable,854239,edge_case,en,tech accessory |
| frozen cod fish fillet,030389,edge_case,en,specific fish species |
| stainless steel bolts M10,730890,edge_case,en,metal hardware |
| yoga pants women polyester,620462,edge_case,en,modern clothing description |
| aspirin tablets 500mg retail,300490,edge_case,en,OTC pharma |
| insecticide spray for mosquitoes,380891,edge_case,en,household chemical |
| PET bottles preform,390760,edge_case,en,industrial plastic |
| ข้าวหอมมะลิ,100630,multilingual,th,jasmine rice |
| กุ้งแช่แข็ง,030617,multilingual,th,frozen shrimp |
| รถยนต์ไฟฟ้า,870380,multilingual,th,electric car |
| โทรศัพท์มือถือ,851712,multilingual,th,mobile phone |
| ยางรถยนต์,401110,multilingual,th,car tyre |
| น้ำตาลทราย,170199,multilingual,th,granulated sugar |
| เสื้อยืดผ้าฝ้าย,610910,multilingual,th,cotton t-shirt |
| gạo trắng,100630,multilingual,vi,white rice |
| tôm đông lạnh,030617,multilingual,vi,frozen shrimp |
| cà phê nhân,090111,multilingual,vi,raw coffee beans |
| thép cuộn cán nóng,720839,multilingual,vi,hot rolled steel coil |
| điện thoại thông minh,851712,multilingual,vi,smartphone |
| xe ô tô điện,870380,multilingual,vi,electric car |
| dầu thô,270900,multilingual,vi,crude oil |
| 笔记本电脑,847130,multilingual,zh,laptop computer |
| 冷冻虾,030617,multilingual,zh,frozen shrimp |
| 大米,100630,multilingual,zh,rice |
| 锂电池,850760,multilingual,zh,lithium battery |
| 棉质T恤,610910,multilingual,zh,cotton t-shirt |
| 原油,270900,multilingual,zh,crude oil |
| English breakfast tea,090240,known_failure,en,black tea - code 090240 not in label space |
| matcha green tea powder,090210,known_failure,en,tea variant - model often confuses with other categories |
| oolong tea leaves 100g,090230,known_failure,en,semi-fermented tea - code 090230 not in label space |
| chamomile herbal tea bags,121190,known_failure,en,herbal infusion - not tea chapter - not in label space |
| fresh avocado,080440,known_failure,en,avocado code 080440 not in label space |
| quinoa grain organic,100850,known_failure,en,quinoa code 100850 not in label space |
| soy sauce 500ml bottle,210390,known_failure,en,soy sauce code 210390 not in label space |
| hand sanitizer gel 70% alcohol,380894,known_failure,en,sanitizer code 380894 not in label space |
| drone with 4K camera,880211,known_failure,en,UAV code not in label space |
| solar panel 400W monocrystalline,854140,known_failure,en,maps to photosensitive devices - often misclassified |
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