text stringlengths 19 470 | category stringclasses 8
values | urgency stringclasses 3
values | entities dict | _diversified bool 1
class |
|---|---|---|---|---|
I missed my delivery attempt for order ORD-93811, driver call nahi pick kar raha. Ab dobara kab aayega Smart Thermostat? | shipping_delivery | medium | {
"order_id": "ORD-93811",
"product_name": "Smart Thermostat",
"account_email": null,
"sentiment": "neutral"
} | true |
The app is extremely slow today. It keeps freezing and crashing when I try to scroll through categories. Please fix this soon. | technical_issue | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
میری آرڈر ہسٹری سیکشن میں کچھ بھی نظر نہیں آ رہا۔ میں نے حال ہی میں ORD-13279 نمبر کے ساتھ ایک آرڈر کیا تھا اور اب اس کا سٹیٹس چیک نہیں کر پا رہا۔ برائے مہربانی اس مسئلے کو حل کریں۔ | technical_issue | medium | {
"order_id": "ORD-13279",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
There is an incorrect additional charge on my bill. The total should have been Rs. 1200 not Rs. 1500. | billing | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Main bas check kar raha tha ke ye message deliver ho raha hai ya nahi. Thanks! | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "positive"
} | true |
Jo hair straightener order kiya tha, uski heating plates scratch hui hain and the power cord has a cut. Lagta hai used item bheja hai. This is unacceptable. | product_complaint | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
I am trying to create a new account but it says my email is already registered. I have never used this platform before. Please help. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
aapki website theek chal rahi hai. bus check kar raha tha ke load ho rahi hai ya nahi. | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "positive"
} | true |
Main ne express delivery select ki thi but 4 din ho gaye abhi tak nahi aaya. Extra paisay diye the express ke liye. | shipping_delivery | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Mera order ORD-46049 ka aik item missing hai. Mujhe sirf 2 cheezen mili hain jabke order mein 3 theen. Where is the third item? | product_complaint | high | {
"order_id": "ORD-46049",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
My account login issues aa rahay hain, but phir theek ho gaye. Pata nahi kya hua tha. | account_access | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Apni payment details update karni hain. Purana card expire ho gaya hai. Naya add karna hai. | billing | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mera order return huye 5 din ho gaye hain, when will I receive the refund? Please check the status. | refund_return | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Quality bohat kharab hai, ek haftay mein hi color utar gaya. Paise zaya kar diye. | product_complaint | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
میرے اکاؤنٹ سے بغیر اجازت پیسے کٹ گئے ہیں۔ یہ غلط ٹرانزیکشن ہے۔ فوری واپس کریں۔ | billing | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Loading spinner hi chalta rahta hai, page kabhi complete load nahi hota. | technical_issue | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
یہ میرا ایک ٹیسٹ میسج تھا، برائے مہربانی اسے نظر انداز کریں۔ شکریہ۔ | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میرا آرڈر واپس لینا ہے، کوالٹی اچھی نہیں ہے۔ | refund_return | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
My return request was approved last week, but I haven't received my refund yet. Can you please check the status for order ORD-42099? | refund_return | medium | {
"order_id": "ORD-42099",
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
My payment was declined even though I have more than enough balance. Can you check why? | billing | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
hello, can you tell me what is the estimated delivery time for orders in Karachi? I want to buy a TV but need it delivered fast. | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Espresso Machine leak kar raha hai base se. Pehli baar use kiya aur pani bahar nikal gaya. Dangerous hai. | product_complaint | high | {
"order_id": null,
"product_name": "Espresso Machine",
"account_email": null,
"sentiment": "negative"
} | true |
My order ORD-28290 for 'Mini Projector' has been showing "Shipped" for 5 days but no further updates. Is there a problem with the courier? | shipping_delivery | medium | {
"order_id": "ORD-28290",
"product_name": "Mini Projector",
"account_email": null,
"sentiment": "negative"
} | true |
Agar mein abhi order karun, toh kitne days mein ship hoga to Lahore? Product ID is PROD-001. | shipping_delivery | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میں نے ایک شرٹ آرڈر کی تھی لیکن سائز ٹھیک نہیں آیا۔ کیا اسے بدلوانے کا کوئی طریقہ ہے؟ آپ کی واپسی اور تبادلے کی پالیسی کیا ہے؟ | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
The Laptop HP Pavilion I ordered stopped heating up after only two uses. This is unacceptable for a brand new product. | product_complaint | high | {
"order_id": null,
"product_name": "Laptop HP Pavilion",
"account_email": null,
"sentiment": "negative"
} | true |
Mujhe SMS par OTP nahi aa raha hai, network theek hai lekin. Alternative way kya hai verify karne ka? | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
My account is locked, I tried too many times with the wrong password. Please unlock it. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Two-factor authentication ka code nahi aa raha, ab main account mein ja nahi pa raha. | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Login nahi ho raha. mera password sahi hai but error aa raha hai. | technical_issue | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
New account create nahi ho raha, it says "Mobile number already registered" but ye mera number nahi hai. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Refund jaldi chahiye, emergency hai. Payments stuck hain meri. | refund_return | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
The sorting options on the product listing page are not working correctly. When I select 'price high to low', it doesn't sort the products at all. Please look into this minor bug. | technical_issue | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mujhe apne order history mein kuch old orders dekhne hain. Can you please guide me ke kahan se milen gay? | other | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Can I return an item if I've already opened the packaging? The product itself is unused. | refund_return | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میرا آرڈر واپس لینا ہے، ڈلیوری بہت دیر سے ہوئی اور اب مجھے اس کی ضرورت نہیں ہے۔ | refund_return | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
jo kitab bheji hai uski cover image alag hai aur thodi phati hui bhi hai. please check this. | product_complaint | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
The wrong item was delivered to me! My order ORD-21396 was for a Dress Shirt, but I received a red one. This is unacceptable. | product_complaint | high | {
"order_id": "ORD-21396",
"product_name": "Dress Shirt",
"account_email": null,
"sentiment": "negative"
} | true |
I'm planning to buy a new Webcam HD. Koi instalment plan hai ya 'buy now pay later' option available hai? Is it credit card only or JazzCash bhi hai? | billing | low | {
"order_id": null,
"product_name": "Webcam HD",
"account_email": null,
"sentiment": "neutral"
} | true |
Do you have any physical stores in Lahore? i want to check some items before buying online, ya pick-up option available hai? | general_inquiry | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mere wish list items khud hi delete ho rahe hain. Jab bhi app open karta hoon to wish list empty milti hai. | technical_issue | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
میں اپنا بلنگ ایڈریس تبدیل کرنا چاہتا ہوں۔ نیا ایڈریس اپ ڈیٹ کرنے کا طریقہ بتا دیں۔ میرے اکاؤنٹ میں کون سا ایڈریس رجسٹرڈ ہے؟ | billing | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
OTP code nahi aa raha mere registered mobile number par, do teen baar try kar chuka hoon. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Can I update my payment details for future orders? Main apnay bank card ki information change karna chahta hoon. JazzCash set karna hai. | billing | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mujhe apna current account balance janna hai aur ek brief statement. Can you send it to my registered email? | billing | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میرے اکاؤنٹ کا ای میل تبدیل ہو گیا ہے، مجھے لاگ ان کرنے میں دشواری ہو رہی ہے۔ براہ مہربانی مدد کریں۔ | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Mechanical Keyboard start hi nahi ho raha. Plugs check kar liye sab theek hain phir bhi on nahi hota. | product_complaint | high | {
"order_id": null,
"product_name": "Mechanical Keyboard",
"account_email": null,
"sentiment": "negative"
} | true |
Mujhe apna account delete karna tha, but now I don't want to. Bas information chahiye thi. | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Subscription fees pichle mahine se zyada aa rahi hai, kyun increase hui? | billing | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Main ne galat product order kar liya, can you help me exchange it? Abhi tak use nahi kiya hai. | refund_return | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
I'm stuck in an account verification loop. It keeps asking me to verify my email, even after I've done it multiple times. This is frustrating. | technical_issue | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
New account create karna hai lekin email already registered bata raha hai. Main pehli baar signup kar raha hoon. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Is this available in other colors? I only see black and white on the listing but I need navy blue. | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Why was my card charged 5000 PKR on 2024-07-15? I did not make any purchase on that date. This is an unauthorized transaction and needs immediate attention. | billing | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Product images are not loading on product pages, specially for "Bluetooth Earbuds". Sirf placeholder dikhata hai. This is happening on my laptop and mobile both. | technical_issue | medium | {
"order_id": null,
"product_name": "Bluetooth Earbuds",
"account_email": null,
"sentiment": "negative"
} | true |
میرا اکاؤنٹ کھل نہیں رہا۔ ایک مہینے سے لاگ ان نہیں کیا تھا۔ شاید غیر فعال ہو گیا ہے۔ براہ کرم اسے دوبارہ فعال کریں۔ | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Mera order city mein aa gaya hai according to tracking, kab tak local delivery hogi? | shipping_delivery | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میرا اکاؤنٹ لاک ہو گیا ہے۔ میں نے کئی بار غلط پاس ورڈ ڈالا۔ اب کیا کروں؟ | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Return policy kya hai aapki? Aur refund kitne din mein milta hai? | refund_return | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Thank you for your prompt reply to my previous query. It was very helpful! | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "positive"
} | true |
I paid for priority shipping for ORD-38658. Abhi tak deliver nahi hua, jab ke kal tak ka promise tha. Where is my parcel? | shipping_delivery | high | {
"order_id": "ORD-38658",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
میں نے پروڈکٹ واپس کر دی ہے لیکن مجھے ابھی تک ریفنڈ نہیں ملا۔ دو ہفتے ہو گئے ہیں۔ | refund_return | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Extra charges add kiye gaye hain total mein without any reason. Please check and fix karein. | billing | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Video review play nahi ho raha product page pe, thumbnail click karne par kuch nahi hota. | technical_issue | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mere account se do dafa charges cut gaye hain order ORD-40496 ke liye. Ye theek nahi hai. Ek charge wapas karein. | billing | high | {
"order_id": "ORD-40496",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Product images load nahi ho rahin app main. Sirf blank boxes nazar aa rahi hain for the new winter collection. | technical_issue | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
The product page for "Wallet" is displaying a 404 error. I can't view the details. | technical_issue | medium | {
"order_id": null,
"product_name": "Wallet",
"account_email": null,
"sentiment": "negative"
} | true |
Mera parcel kab tak milega? Koi confirm time bata sakte hain kya? | shipping_delivery | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
International shipping karte hain? Main Saudi Arabia mein hoon, yahan deliver ho sakta hai? | general_inquiry | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
My refund for order ORD-88908 hasn't been credited to my account yet. It's been more than two weeks since the return. This is unacceptable. | refund_return | high | {
"order_id": "ORD-88908",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
میرے ریفنڈ کا کیا بنا؟ دو ہفتے ہوگئے ہیں ابھی تک پیسے واپس نہیں آئے۔ آرڈر نمبر ORD-88908۔ جلد از جلد مسئلہ حل کریں۔ | billing | high | {
"order_id": "ORD-88908",
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Refund ka status kya hai? Order return kar diya tha 5 din pehle. | refund_return | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
مجھے اپنے اکاؤنٹ کا ای میل ایڈریس تبدیل کرنا ہے، پرانا ای میل اب استعمال میں نہیں ہے۔ کیا آپ اس میں میری مدد کر سکتے ہیں؟ | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
I just wanted to say your website is very user-friendly. Keep up the good work! | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "positive"
} | true |
aapki website par deals and discounts kahan milenge? i'm looking for offers on mobile phones, specially samsung models. | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Mera jo shirt aaya hai, woh bohot tight hai. XL order kiya tha but it feels like a Medium. Can I exchange it for a bigger size or get a refund? Order number ORD-38658. My email is ali.farooqi@example.com | refund_return | medium | {
"order_id": "ORD-38658",
"product_name": null,
"account_email": "ali.farooqi@example.com",
"sentiment": "neutral"
} | true |
order ORD-38894 mein tax itna zyada kyun charge hua hai? mujhe iski explanation chahiye. | billing | low | {
"order_id": "ORD-38894",
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
New account activate nahi ho raha, email verification link kaam nahi kar raha, invalid keh raha hai. | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
MERA ACCOUNT HACK HOGAYA HAI I THINK! I need urgent help! This is very serious! Please contact me immediately. | other | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Hi support, I think I clicked on something by mistake. Please ignore this message. Thanks. | other | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Agar product damaged received ho to what's your return policy? Can I get a full refund or is it only exchange available? | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
The Vest has only 500GB usable space, not 1TB as advertised. This is false advertising. | product_complaint | high | {
"order_id": null,
"product_name": "Vest",
"account_email": null,
"sentiment": "negative"
} | true |
کسی نے میرا اکاؤنٹ ہیک کر لیا ہے، میری پروفائل پکچر بھی چینج کر دی گئی ہے۔ فوری کارروائی کریں۔ | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
The dining chair set arrived but it's missing all the assembly hardware. I can't even put them together. This is very frustrating, I need the missing parts sent immediately. | product_complaint | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Kia aap log easy installment plans provide karte hain? Salary pe jo monthly deduction ho. Credit card nahi hai. | general_inquiry | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
میرا اکاؤنٹ بیلنس غلط دکھا رہا ہے۔ میں نے ایک آرڈر کینسل کیا تھا لیکن رقم واپس نہیں آئی۔ | technical_issue | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
I just saw an email for "Buy 1 Get 1 Free on Water Purifier" but when I click it says page not found. Is it active? wait, its from 2022! My bad! | other | low | {
"order_id": null,
"product_name": "Water Purifier",
"account_email": null,
"sentiment": "neutral"
} | true |
Main ne product return kar diya hai lekin abhi tak confirmation nahi aayi. Please check. | refund_return | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Parcel kidhar hai? Order #ORD-10852 ka status update karo. bohat time ho gaya hai. | shipping_delivery | low | {
"order_id": "ORD-10852",
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
Chaadar bohat patli hai, ek dafa dhonay ke baad hi iska kapra phatnay lag gaya hai. Bohat low quality hai. | product_complaint | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
maine refund request ki thi do hafte pehle lekin abhi tak paisay wapas nahi aaye. mera order cancel ho gaya tha, kab tak milen ge refund ke? | billing | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
MERA ACCOUNT DEACTIVATE KYUN HO GAYA HAI? i'm not getting any explanation. i need to access my orders. | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Product images are not loading on the app. It's just showing blank placeholders. I can't decide what to buy. | technical_issue | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Product ki tasveeren load nahi ho rahi hain. Sirf text nazar aa raha hai, pictures missing hain. | technical_issue | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
جو کتاب میں نے منگوائی تھی اس کے صفحات پھٹے ہوئے ہیں اور binding بھی ڈھیلی ہے۔ بالکل خراب حالت میں پہنچی ہے۔ | product_complaint | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
I am trying to create a new account, but it says "invalid phone number format" every time. What's the issue? | account_access | medium | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Someone tried to log in to my account from a different city. I got a security alert but couldn't change the password in time. | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
Main apna payment method change karna chahta hoon. Credit card ki jagah JazzCash use karna hai. | billing | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
My account has been temporarily suspended for unusual activity. I need urgent access to my orders. Please reactivate it. | account_access | high | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "negative"
} | true |
I need to initiate a return for a gift I received. How do I proceed without the original invoice? | refund_return | low | {
"order_id": null,
"product_name": null,
"account_email": null,
"sentiment": "neutral"
} | true |
bilingual-ticket-triage-dataset
Fully synthetic support-ticket dataset used to fine-tune bilingual-ticket-triage-adapter (QLoRA, Qwen2.5-3B-Instruct). Tickets are written in Roman Urdu, Urdu script, English, and code-mixed variants, mirroring how Pakistani customers actually write support emails.
No real customer data. All personas, names, addresses, and order numbers are fabricated. No real email addresses appear in the source seeds.
Content
Each record:
{
"text": "I missed my delivery attempt for order ORD-93811, driver call nahi pick kar raha. Ab dobara kab aayega Smart Thermostat?",
"category": "shipping_delivery",
"urgency": "medium",
"entities": {
"order_id": "ORD-93811",
"product_name": "Smart Thermostat",
"account_email": null,
"sentiment": "neutral"
}
}
category— one of 8: billing, shipping_delivery, refund_return, technical_issue, account_access, product_complaint, general_inquiry, otherurgency— low / medium / highentities—order_id,product_name,account_email(null when absent), andsentiment(positive / neutral / negative)
Splits
| Split | Records |
|---|---|
| train | 1,414 |
| val | 151 |
| test | 148 |
Provenance (as-trained note)
The dataset is kept byte-identical to what the model trained on so the reported evaluation numbers stay exact. Two things that follow from this:
- Personas are fabricated, but example addresses may use real-looking domains (e.g.
gmail.com) — this is intentional to match real-world ticket distributions; no such address is a real customer. - A
_diversifiedflag appears on some records — a data-augmentation artifact from the generation pipeline; it is not a label.
Seeds were written manually per category, then programmatically expanded and diversified (scripts in support-ticket-automation, see data/raw/*_seed.txt and src/data_prep/).
Usage
from datasets import load_dataset
ds = load_dataset("abuzarkhan/bilingual-ticket-triage-dataset")
License
MIT. The model fine-tuned on this data is separately licensed under the Qwen research license.
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