| | 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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