presets/high_cardinality_255.json

{
  "id": "high_cardinality_255",
  "title": "High-Cardinality 255-Choice Tariff & Customs Router",
  "description": "Real-time multi-attribute classification featuring a 255-choice discrete enum to demonstrate non-degraded O(1) latency scaling.",
  "context": "CUSTOMS CLEARANCE INVOICE #AIR-60291\nShipper: Precision AeroForgings GmbH, Stuttgart, Germany\nConsignee: Lockheed Skyworks Defense Facility, Fort Worth, TX, USA\nItem Description: Batch of 5,000 aerospace-grade titanium alloy hex-flange structural fasteners (Ti-6Al-4V Grade 5) with anodized dry-film anti-galling lubricant coating. Specifically milled and certified under Aerospace Standard AS9500 for turbine rotor assembly in commercial and defense propulsion modules.\nGross Weight: 240 kg\nDeclared Value: ,500 USD\nITAR / Dual-Use Assessment: Requires verification of Defense Logistics Agency (DLA) end-user certificate.",
  "schema": {
    "customs_category": {
      "type": "enum",
      "description": "The exact Harmonized Tariff HS code category chosen from 255 international commodity classes.",
      "choices": [
        "CAT_000_Live_Animals",
        "CAT_001_Meat_&_Edible_Offal",
        "CAT_002_Fish_&_Seafood",
        "CAT_003_Dairy_&_Birds_Eggs",
        "CAT_004_Animal_Origin_Products",
        "CAT_005_Live_Trees_&_Plants",
        "CAT_006_Edible_Vegetables",
        "CAT_007_Edible_Fruits_&_Nuts",
        "CAT_008_Coffee_&_Tea_Spices",
        "CAT_009_Cereals_&_Grains",
        "CAT_010_Milling_Industry_Products",
        "CAT_011_Oil_Seeds_&_Oleaginous",
        "CAT_012_Lac_Gums_&_Resins",
        "CAT_013_Vegetable_Plaiting_Materials",
        "CAT_014_Animal_&_Vegetable_Fats",
        "CAT_015_Meat_&_Fish_Preparations",
        "CAT_016_Sugars_&_Sugar_Confectionery",
        "CAT_017_Cocoa_&_Cocoa_Preparations",
        "CAT_018_Cereal_&_Flour_Preparations",
        "CAT_019_Vegetable_Preparations",
        "CAT_020_Beverages_Spirits_&_Vinegar",
        "CAT_021_Residues_&_Animal_Fodder",
        "CAT_022_Tobacco_&_Manufactured_Substitutes",
        "CAT_023_Salt_Sulfur_Earth_&_Stone",
        "CAT_024_Ores_Slag_&_Ash",
        "CAT_025_Mineral_Fuels_&_Mineral_Oils",
        "CAT_026_Inorganic_Chemicals_&_Compounds",
        "CAT_027_Organic_Chemicals",
        "CAT_028_Pharmaceutical_Products",
        "CAT_029_Fertilizers",
        "CAT_030_Tanning_or_Dyeing_Extracts",
        "CAT_031_Essential_Oils_&_Resinoids",
        "CAT_032_Soap_&_Lubricating_Preparations",
        "CAT_033_Albuminoidal_Substances_&_Glues",
        "CAT_034_Explosives_&_Pyrotechnic_Products",
        "CAT_035_Photographic_or_Cinematographic",
        "CAT_036_Miscellaneous_Chemical_Products",
        "CAT_037_Plastics_&_Articles_Thereof",
        "CAT_038_Rubber_&_Articles_Thereof",
        "CAT_039_Raw_Hides_&_Skins_&_Leather",
        "CAT_040_Leather_Articles_&_Saddlery",
        "CAT_041_Furskins_&_Artificial_Fur",
        "CAT_042_Wood_&_Articles_of_Wood",
        "CAT_043_Cork_&_Articles_of_Cork",
        "CAT_044_Manufactures_of_Straw_&_Esparto",
        "CAT_045_Pulp_of_Wood_or_Cellulosic",
        "CAT_046_Paper_&_Paperboard_Articles",
        "CAT_047_Printed_Books_&_Periodicals",
        "CAT_048_Silk_&_Woven_Fabrics",
        "CAT_049_Wool_&_Fine_Animal_Hair",
        "CAT_050_Cotton_&_Cotton_Fabrics",
        "CAT_051_Other_Vegetable_Textile_Fibers",
        "CAT_052_Man-Made_Filaments_&_Strip",
        "CAT_053_Man-Made_Staple_Fibers",
        "CAT_054_Wadding_Felt_&_Nonwovens",
        "CAT_055_Carpets_&_Textile_Floor_Coverings",
        "CAT_056_Special_Woven_Fabrics_&_Lace",
        "CAT_057_Impregnated_Coated_Textile_Fabrics",
        "CAT_058_Knitted_or_Crocheted_Fabrics",
        "CAT_059_Apparel_Articles_Knitted",
        "CAT_060_Apparel_Articles_Not_Knitted",
        "CAT_061_Other_Made_Up_Textile_Articles",
        "CAT_062_Footwear_Gaiters_&_Parts",
        "CAT_063_Headgear_&_Parts_Thereof",
        "CAT_064_Umbrellas_Walking_Sticks_&_Whips",
        "CAT_065_Prepared_Feathers_&_Down",
        "CAT_066_Articles_of_Stone_Plaster_Cement",
        "CAT_067_Ceramic_Products",
        "CAT_068_Glass_&_Glassware",
        "CAT_069_Natural_or_Cultured_Pearls_&_Gems",
        "CAT_070_Iron_&_Steel_Primary",
        "CAT_071_Articles_of_Iron_or_Steel",
        "CAT_072_Copper_&_Articles_Thereof",
        "CAT_073_Nickel_&_Articles_Thereof",
        "CAT_074_Aluminum_&_Articles_Thereof",
        "CAT_075_Lead_&_Articles_Thereof",
        "CAT_076_Zinc_&_Articles_Thereof",
        "CAT_077_Tin_&_Articles_Thereof",
        "CAT_078_Other_Base_Metals_&_Cermets",
        "CAT_079_Tools_Implements_Cutlery",
        "CAT_080_Miscellaneous_Articles_of_Base_Metal",
        "CAT_081_Nuclear_Reactors_Boilers_Machinery",
        "CAT_082_Electrical_Machinery_&_Equipment",
        "CAT_083_Railway_or_Tramway_Locomotives",
        "CAT_084_Vehicles_Other_Than_Railway",
        "CAT_085_Aircraft_Spacecraft_&_Parts",
        "CAT_086_Ships_Boats_&_Floating_Structures",
        "CAT_087_Optical_Photographic_Cinematographic",
        "CAT_088_Clocks_&_Watches_&_Parts",
        "CAT_089_Musical_Instruments_&_Parts",
        "CAT_090_Arms_&_Ammunition_&_Parts",
        "CAT_091_Furniture_Bedding_Mattresses",
        "CAT_092_Toys_Games_&_Sports_Requisites",
        "CAT_093_Miscellaneous_Manufactured_Articles",
        "CAT_094_Works_of_Art_Collectors_Pieces",
        "CAT_095_Aerospace_Titanium_Fasteners_&_Bolts",
        "CAT_096_Precision_CNC_Rotary_Turbines",
        "CAT_097_Inertial_Guidance_Gyroscopes",
        "CAT_098_Satellite_Telemetry_Transceivers",
        "CAT_099_Semiconductor_Lithography_Masks",
        "CAT_100_Live_Animals",
        "CAT_101_Meat_&_Edible_Offal",
        "CAT_102_Fish_&_Seafood",
        "CAT_103_Dairy_&_Birds_Eggs",
        "CAT_104_Animal_Origin_Products",
        "CAT_105_Live_Trees_&_Plants",
        "CAT_106_Edible_Vegetables",
        "CAT_107_Edible_Fruits_&_Nuts",
        "CAT_108_Coffee_&_Tea_Spices",
        "CAT_109_Cereals_&_Grains",
        "CAT_110_Milling_Industry_Products",
        "CAT_111_Oil_Seeds_&_Oleaginous",
        "CAT_112_Lac_Gums_&_Resins",
        "CAT_113_Vegetable_Plaiting_Materials",
        "CAT_114_Animal_&_Vegetable_Fats",
        "CAT_115_Meat_&_Fish_Preparations",
        "CAT_116_Sugars_&_Sugar_Confectionery",
        "CAT_117_Cocoa_&_Cocoa_Preparations",
        "CAT_118_Cereal_&_Flour_Preparations",
        "CAT_119_Vegetable_Preparations",
        "CAT_120_Beverages_Spirits_&_Vinegar",
        "CAT_121_Residues_&_Animal_Fodder",
        "CAT_122_Tobacco_&_Manufactured_Substitutes",
        "CAT_123_Salt_Sulfur_Earth_&_Stone",
        "CAT_124_Ores_Slag_&_Ash",
        "CAT_125_Mineral_Fuels_&_Mineral_Oils",
        "CAT_126_Inorganic_Chemicals_&_Compounds",
        "CAT_127_Organic_Chemicals",
        "CAT_128_Pharmaceutical_Products",
        "CAT_129_Fertilizers",
        "CAT_130_Tanning_or_Dyeing_Extracts",
        "CAT_131_Essential_Oils_&_Resinoids",
        "CAT_132_Soap_&_Lubricating_Preparations",
        "CAT_133_Albuminoidal_Substances_&_Glues",
        "CAT_134_Explosives_&_Pyrotechnic_Products",
        "CAT_135_Photographic_or_Cinematographic",
        "CAT_136_Miscellaneous_Chemical_Products",
        "CAT_137_Plastics_&_Articles_Thereof",
        "CAT_138_Rubber_&_Articles_Thereof",
        "CAT_139_Raw_Hides_&_Skins_&_Leather",
        "CAT_140_Leather_Articles_&_Saddlery",
        "CAT_141_Furskins_&_Artificial_Fur",
        "CAT_142_Wood_&_Articles_of_Wood",
        "CAT_143_Cork_&_Articles_of_Cork",
        "CAT_144_Manufactures_of_Straw_&_Esparto",
        "CAT_145_Pulp_of_Wood_or_Cellulosic",
        "CAT_146_Paper_&_Paperboard_Articles",
        "CAT_147_Printed_Books_&_Periodicals",
        "CAT_148_Silk_&_Woven_Fabrics",
        "CAT_149_Wool_&_Fine_Animal_Hair",
        "CAT_150_Cotton_&_Cotton_Fabrics",
        "CAT_151_Other_Vegetable_Textile_Fibers",
        "CAT_152_Man-Made_Filaments_&_Strip",
        "CAT_153_Man-Made_Staple_Fibers",
        "CAT_154_Wadding_Felt_&_Nonwovens",
        "CAT_155_Carpets_&_Textile_Floor_Coverings",
        "CAT_156_Special_Woven_Fabrics_&_Lace",
        "CAT_157_Impregnated_Coated_Textile_Fabrics",
        "CAT_158_Knitted_or_Crocheted_Fabrics",
        "CAT_159_Apparel_Articles_Knitted",
        "CAT_160_Apparel_Articles_Not_Knitted",
        "CAT_161_Other_Made_Up_Textile_Articles",
        "CAT_162_Footwear_Gaiters_&_Parts",
        "CAT_163_Headgear_&_Parts_Thereof",
        "CAT_164_Umbrellas_Walking_Sticks_&_Whips",
        "CAT_165_Prepared_Feathers_&_Down",
        "CAT_166_Articles_of_Stone_Plaster_Cement",
        "CAT_167_Ceramic_Products",
        "CAT_168_Glass_&_Glassware",
        "CAT_169_Natural_or_Cultured_Pearls_&_Gems",
        "CAT_170_Iron_&_Steel_Primary",
        "CAT_171_Articles_of_Iron_or_Steel",
        "CAT_172_Copper_&_Articles_Thereof",
        "CAT_173_Nickel_&_Articles_Thereof",
        "CAT_174_Aluminum_&_Articles_Thereof",
        "CAT_175_Lead_&_Articles_Thereof",
        "CAT_176_Zinc_&_Articles_Thereof",
        "CAT_177_Tin_&_Articles_Thereof",
        "CAT_178_Other_Base_Metals_&_Cermets",
        "CAT_179_Tools_Implements_Cutlery",
        "CAT_180_Miscellaneous_Articles_of_Base_Metal",
        "CAT_181_Nuclear_Reactors_Boilers_Machinery",
        "CAT_182_Electrical_Machinery_&_Equipment",
        "CAT_183_Railway_or_Tramway_Locomotives",
        "CAT_184_Vehicles_Other_Than_Railway",
        "CAT_185_Aircraft_Spacecraft_&_Parts",
        "CAT_186_Ships_Boats_&_Floating_Structures",
        "CAT_187_Optical_Photographic_Cinematographic",
        "CAT_188_Clocks_&_Watches_&_Parts",
        "CAT_189_Musical_Instruments_&_Parts",
        "CAT_190_Arms_&_Ammunition_&_Parts",
        "CAT_191_Furniture_Bedding_Mattresses",
        "CAT_192_Toys_Games_&_Sports_Requisites",
        "CAT_193_Miscellaneous_Manufactured_Articles",
        "CAT_194_Works_of_Art_Collectors_Pieces",
        "CAT_195_Aerospace_Titanium_Fasteners_&_Bolts",
        "CAT_196_Precision_CNC_Rotary_Turbines",
        "CAT_197_Inertial_Guidance_Gyroscopes",
        "CAT_198_Satellite_Telemetry_Transceivers",
        "CAT_199_Semiconductor_Lithography_Masks",
        "CAT_200_Live_Animals",
        "CAT_201_Meat_&_Edible_Offal",
        "CAT_202_Fish_&_Seafood",
        "CAT_203_Dairy_&_Birds_Eggs",
        "CAT_204_Animal_Origin_Products",
        "CAT_205_Live_Trees_&_Plants",
        "CAT_206_Edible_Vegetables",
        "CAT_207_Edible_Fruits_&_Nuts",
        "CAT_208_Coffee_&_Tea_Spices",
        "CAT_209_Cereals_&_Grains",
        "CAT_210_Milling_Industry_Products",
        "CAT_211_Oil_Seeds_&_Oleaginous",
        "CAT_212_Lac_Gums_&_Resins",
        "CAT_213_Vegetable_Plaiting_Materials",
        "CAT_214_Animal_&_Vegetable_Fats",
        "CAT_215_Meat_&_Fish_Preparations",
        "CAT_216_Sugars_&_Sugar_Confectionery",
        "CAT_217_Cocoa_&_Cocoa_Preparations",
        "CAT_218_Cereal_&_Flour_Preparations",
        "CAT_219_Vegetable_Preparations",
        "CAT_220_Beverages_Spirits_&_Vinegar",
        "CAT_221_Residues_&_Animal_Fodder",
        "CAT_222_Tobacco_&_Manufactured_Substitutes",
        "CAT_223_Salt_Sulfur_Earth_&_Stone",
        "CAT_224_Ores_Slag_&_Ash",
        "CAT_225_Mineral_Fuels_&_Mineral_Oils",
        "CAT_226_Inorganic_Chemicals_&_Compounds",
        "CAT_227_Organic_Chemicals",
        "CAT_228_Pharmaceutical_Products",
        "CAT_229_Fertilizers",
        "CAT_230_Tanning_or_Dyeing_Extracts",
        "CAT_231_Essential_Oils_&_Resinoids",
        "CAT_232_Soap_&_Lubricating_Preparations",
        "CAT_233_Albuminoidal_Substances_&_Glues",
        "CAT_234_Explosives_&_Pyrotechnic_Products",
        "CAT_235_Photographic_or_Cinematographic",
        "CAT_236_Miscellaneous_Chemical_Products",
        "CAT_237_Plastics_&_Articles_Thereof",
        "CAT_238_Rubber_&_Articles_Thereof",
        "CAT_239_Raw_Hides_&_Skins_&_Leather",
        "CAT_240_Leather_Articles_&_Saddlery",
        "CAT_241_Furskins_&_Artificial_Fur",
        "CAT_242_Wood_&_Articles_of_Wood",
        "CAT_243_Cork_&_Articles_of_Cork",
        "CAT_244_Manufactures_of_Straw_&_Esparto",
        "CAT_245_Pulp_of_Wood_or_Cellulosic",
        "CAT_246_Paper_&_Paperboard_Articles",
        "CAT_247_Printed_Books_&_Periodicals",
        "CAT_248_Silk_&_Woven_Fabrics",
        "CAT_249_Wool_&_Fine_Animal_Hair",
        "CAT_250_Cotton_&_Cotton_Fabrics",
        "CAT_251_Other_Vegetable_Textile_Fibers",
        "CAT_252_Man-Made_Filaments_&_Strip",
        "CAT_253_Man-Made_Staple_Fibers",
        "CAT_254_Wadding_Felt_&_Nonwovens"
      ]
    },
    "export_license_required": {
      "type": "boolean",
      "description": "Whether this item requires a specialized export/import defense trade license."
    },
    "is_dual_use_goods": {
      "type": "boolean",
      "description": "Whether the goods qualify as dual-use (commercial and military applicability)."
    },
    "inspection_priority": {
      "type": "enum",
      "description": "Customs border inspection protocol tier.",
      "choices": [
        "STANDARD_FAST_TRACK",
        "RANDOM_SCREENING",
        "HOLD_PHYSICAL_LAB_INSPECTION"
      ]
    }
  }
}