File size: 11,329 Bytes
0584798 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 | {
"by_status": {
"must_fix": {
"failed": 0,
"passed": 12,
"total": 12
}
},
"cases_path": "/Users/manikumargouni/Desktop/AdMesh/protocol/agentic-intent-classifier/examples/iab_mapping_cases.json",
"count": 12,
"failed": 0,
"passed": 12,
"results": [
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Automotive",
"model_output.classification.iab_content.tier2.label": "Auto Type"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Automotive",
"model_output.classification.iab_content.tier2.label": "Auto Type"
},
"id": "car-buying-maps-to-automotive-buying",
"mismatches": [],
"notes": "Vehicle shopping queries should map into the automotive buying branch, not business sales.",
"pass": true,
"status": "must_fix",
"text": "Which car to buy in 2026"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Laptops"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Laptops"
},
"id": "laptop-buying-maps-to-laptops",
"mismatches": [],
"notes": "Laptop shopping should resolve into the laptops branch, not business sales.",
"pass": true,
"status": "must_fix",
"text": "Which laptop to buy in 2026"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Laptops"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Laptops"
},
"id": "labtop-buying-maps-to-laptops",
"mismatches": [],
"notes": "Common typo handling should still land in the laptops branch.",
"pass": true,
"status": "must_fix",
"text": "Which labtop to buy in 2026"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Software and Applications"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Software and Applications"
},
"id": "crm-awareness-maps-to-sales",
"mismatches": [],
"notes": "CRM education should resolve to the closest business/sales path, not generic software.",
"pass": true,
"status": "must_fix",
"text": "What is CRM software?"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"id": "crm-comparison-maps-to-sales",
"mismatches": [],
"notes": "Direct CRM vendor comparison should map cleanly into the sales domain.",
"pass": true,
"status": "must_fix",
"text": "HubSpot vs Zoho for a small team"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"id": "marketing-tools-map-to-marketing",
"mismatches": [],
"notes": "Marketing tool discovery should map to the marketing and advertising branch.",
"pass": true,
"status": "must_fix",
"text": "Best AI SEO tools for content teams"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing"
},
"id": "ml-explanation-maps-to-ai",
"mismatches": [],
"notes": "ML and NLP educational prompts should land in the AI branch.",
"pass": true,
"status": "must_fix",
"text": "What is intent classification in NLP?"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Internet"
},
"id": "support-credential-help-maps-to-business-it",
"mismatches": [],
"notes": "Credential and account help should map to business IT rather than generic business.",
"pass": true,
"status": "must_fix",
"text": "How do I reset my password?"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Food & Drink",
"model_output.classification.iab_content.tier2.label": "Dining Out"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Food & Drink",
"model_output.classification.iab_content.tier2.label": "Dining Out"
},
"id": "restaurant-booking-maps-to-dining-out",
"mismatches": [],
"notes": "Generic dining requests should not inherit the repo's business default.",
"pass": true,
"status": "must_fix",
"text": "Book a table for 2 tonight"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Hobbies & Interests",
"model_output.classification.iab_content.tier2.label": "Content Production",
"model_output.classification.iab_content.tier3.label": "Freelance Writing"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Hobbies & Interests",
"model_output.classification.iab_content.tier2.label": "Content Production",
"model_output.classification.iab_content.tier3.label": "Freelance Writing"
},
"id": "trial-signup-maps-to-software",
"mismatches": [],
"notes": "Software action queries should map to the software/application branch.",
"pass": true,
"status": "must_fix",
"text": "Start my free trial"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Software and Applications",
"model_output.classification.iab_content.tier4.label": "Communication"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Technology & Computing",
"model_output.classification.iab_content.tier2.label": "Computing",
"model_output.classification.iab_content.tier3.label": "Software and Applications",
"model_output.classification.iab_content.tier4.label": "Communication"
},
"id": "communication-software-maps-to-tier4",
"mismatches": [],
"notes": "Full taxonomy support should preserve the tier4 communication branch.",
"pass": true,
"status": "must_fix",
"text": "best communication software for remote teams"
},
{
"actual": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Food & Drink"
},
"expected": {
"model_output.classification.iab_content.mapping_mode": "nearest_equivalent",
"model_output.classification.iab_content.tier1.label": "Food & Drink"
},
"id": "vodka-query-maps-to-alcoholic-beverages",
"mismatches": [],
"notes": "Food and beverage prompts should not fall through to the business default.",
"pass": true,
"status": "must_fix",
"text": "what is best vodka drink should i try"
}
]
}
|