[ { "text": "My payouts have failed three times this week and nobody replied to my emails.", "questions": [ [ "team", [ "payments", "account", "other" ], null ], [ "urgent", [ "yes", "no" ], null ] ], "input_ids": [ 287, 128003, 511, 287, 128007, 3213, 128007, 914, 128007, 340, 1263, 1263, 128001, 287, 128003, 9178, 287, 128007, 2489, 128007, 363, 1263, 1263, 128002, 312, 27652, 286, 2506, 475, 631, 291, 542, 263, 5400, 6781, 264, 312, 4548, 323 ], "marker_positions": [ 4, 6, 8, 17, 19 ], "probabilities": [ [ 0.6516934037208557, 0.1726057529449463, 0.175700843334198 ], [ 0.5959698557853699, 0.4040301442146301 ] ], "result": { "team": { "label": "payments", "confidence": 0.6516934037208557 }, "urgent": { "label": "yes", "confidence": 0.5959698557853699 } } }, { "text": "Hi, I was charged twice for my Pro subscription this month, please fix.", "questions": [ [ "Which team should handle this?", [ "billing team", "technical support", "sales" ], { "billing team": "charges, refunds, invoices", "technical support": "bugs, outages", "sales": "pricing, upgrades" } ], [ "Is the customer angry?", [ "yes", "no" ], null ] ], "input_ids": [ 287, 128003, 2597, 511, 403, 1997, 291, 302, 128010, 9833, 511, 294, 2521, 261, 18929, 261, 18262, 128010, 2064, 523, 294, 7967, 261, 27989, 128010, 1160, 294, 4260, 261, 9276, 287, 128007, 9833, 511, 128007, 2064, 523, 128007, 1160, 1263, 1263, 128001, 287, 128003, 273, 268, 262, 1099, 5355, 302, 287, 128007, 2489, 128007, 363, 1263, 1263, 128002, 8595, 366, 584, 284, 2824, 2736, 270, 312, 2636, 5534, 291, 788, 366, 811, 2760, 323 ], "marker_positions": [ 31, 34, 37, 51, 53 ], "probabilities": [ [ 0.630079448223114, 0.13768073916435242, 0.23223985731601715 ], [ 0.5256946682929993, 0.47430527210235596 ] ], "result": { "Which team should handle this?": { "label": "billing team", "confidence": 0.630079448223114 }, "Is the customer angry?": { "label": "yes", "confidence": 0.5256946682929993 } } }, { "text": "The export button crashes in Safari but works in Chrome. Not blocking, we told users to switch browsers.", "questions": [ [ "How severe is this bug?", [ "cosmetic", "degraded but there is a workaround", "blocking" ], null ], [ "Is the bug browser-specific?", [ "no", "yes" ], null ], [ "Should this be escalated?", [ "no", "yes" ], null ] ], "input_ids": [ 287, 128003, 577, 3567, 269, 291, 5554, 302, 287, 128007, 9703, 128007, 32981, 304, 343, 269, 266, 37219, 128007, 8751, 1263, 1263, 128001, 287, 128003, 273, 268, 262, 5554, 2672, 271, 6694, 302, 287, 128007, 363, 128007, 2489, 1263, 1263, 128001, 287, 128003, 3432, 291, 282, 30084, 302, 287, 128007, 363, 128007, 2489, 1263, 1263, 128002, 262, 6021, 1946, 12544, 267, 18300, 304, 885, 267, 11021, 323, 298, 8751, 366, 301, 732, 1133, 264, 2925, 14212, 323 ], "marker_positions": [ 9, 11, 18, 34, 36, 49, 51 ], "probabilities": [ [ 0.2580675780773163, 0.5448737144470215, 0.19705860316753387 ], [ 0.33439356088638306, 0.6656064987182617 ], [ 0.9483123421669006, 0.05168767273426056 ] ], "result": { "How severe is this bug?": { "label": "degraded but there is a workaround", "confidence": 0.5448737144470215 }, "Is the bug browser-specific?": { "label": "yes", "confidence": 0.6656064987182617 }, "Should this be escalated?": { "label": "no", "confidence": 0.9483123421669006 } } }, { "text": "URGENT: production database is down, all customers affected, CEO is asking for updates every 5 minutes", "questions": [ [ "priority", [ "low", "medium", "high", "critical" ], null ], [ "Is this a security incident?", [ "no", "yes" ], null ] ], "input_ids": [ 287, 128003, 3983, 287, 128007, 759, 128007, 2434, 128007, 459, 128007, 1923, 1263, 1263, 128001, 287, 128003, 273, 268, 291, 266, 971, 3273, 302, 287, 128007, 363, 128007, 2489, 1263, 1263, 128002, 9178, 877, 1117, 2763, 269, 444, 366, 305, 887, 2815, 366, 101312, 269, 2331, 270, 2797, 469, 456, 768, 323 ], "marker_positions": [ 4, 6, 8, 10, 25, 27 ], "probabilities": [ [ 0.07098295539617538, 0.08963384479284286, 0.15709108114242554, 0.682292103767395 ], [ 0.4506857097148895, 0.5493142604827881 ] ], "result": { "priority": { "label": "critical", "confidence": 0.682292103767395 }, "Is this a security incident?": { "label": "yes", "confidence": 0.5493142604827881 } } }, { "text": "Thanks so much for the quick fix yesterday, everything works great now!", "questions": [ [ "sentiment", [ "negative", "neutral", "positive" ], null ], [ "Does the customer need a reply?", [ "no", "yes" ], null ] ], "input_ids": [ 287, 128003, 9481, 287, 128007, 2330, 128007, 5678, 128007, 1453, 1263, 1263, 128001, 287, 128003, 2467, 262, 1099, 389, 266, 4806, 302, 287, 128007, 363, 128007, 2489, 1263, 1263, 128002, 1644, 324, 400, 270, 262, 1538, 2760, 2807, 366, 758, 885, 426, 394, 1084 ], "marker_positions": [ 4, 6, 8, 23, 25 ], "probabilities": [ [ 0.007729754317551851, 0.01089081447571516, 0.9813794493675232 ], [ 0.6610891819000244, 0.33891087770462036 ] ], "result": { "sentiment": { "label": "positive", "confidence": 0.9813794493675232 }, "Does the customer need a reply?": { "label": "no", "confidence": 0.6610891819000244 } } }, { "text": "Can you send me the invoice for March? Also my login stopped working on the mobile app.", "questions": [ [ "Which team should handle this?", [ "billing", "technical support", "sales" ], null ], [ "How many separate requests are in this message?", [ "one", "two", "three or more" ], null ] ], "input_ids": [ 287, 128003, 2597, 511, 403, 1997, 291, 302, 287, 128007, 9833, 128007, 2064, 523, 128007, 1160, 1263, 1263, 128001, 287, 128003, 577, 386, 2081, 4115, 281, 267, 291, 1424, 302, 287, 128007, 311, 128007, 375, 128007, 475, 289, 310, 1263, 1263, 128002, 295, 274, 1339, 351, 262, 10462, 270, 9409, 1102, 327, 312, 6607, 2564, 560, 277, 262, 1380, 1410, 323 ], "marker_positions": [ 9, 11, 14, 31, 33, 35 ], "probabilities": [ [ 0.4982786774635315, 0.43980884552001953, 0.06191256642341614 ], [ 0.2300770878791809, 0.40099838376045227, 0.3689245283603668 ] ], "result": { "Which team should handle this?": { "label": "billing", "confidence": 0.4982786774635315 }, "How many separate requests are in this message?": { "label": "two", "confidence": 0.40099838376045227 } } } ]