lokalni.ailokalni.aiUmí agenti česky? Část 3: Zákaznická podpora

English vs Czech · task 57

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Customer briefuser simulator only
reason for call
You wonder when is your order W4284542 is arriving. If it has not been shipped yet, you want to cancel the air purifier inside it. If you cannot cancel just the air purifier, you want to cancel the whole order and refund to gift card. If you cannot refund to the gift card, no cancelation at all.
known to the user
You are ivan_hernandez_6923 living in San Diego, 92133.
deliberately unknown
You do not know your email.
how to behave
You are polite but brief and firm.
What L2 Interaction changedboth, differently
appended to the agent's policy (agent_system):
You must respond to the user entirely in the same language they use. If the user writes in Czech, you must reply in Czech. If the task mentions actions the user can perform on their own device, ask the user to do them in plain language rather than treating them as tools. Authentication and identifiers: never invent or guess identifiers, email addresses, names, zip codes, order IDs, product IDs, item IDs, or payment method IDs.
prepended to the customer brief (user_system):
You must converse with the agent entirely in Czech (čeština). Do not use English except for proper nouns, product IDs, or technical terms that have no Czech equivalent. However, always use English for the following: tool names, tool argument names, and any argument values that are system-defined and non-translatable — including entity identifiers (e.g., IDs, reference codes, alphanumeric keys), enumerated constants (e.g., predefined status values, option keys, category codes), and any fixed string that serves as a valid system input rather than natural language.
opening turn (greeting):
English:
Hi! How can I help you today?
Czech:
Dobrý den! Jak vám mohu dnes pomoci?
Everything else — task, tools, policy body, database, seed — is identical between the two columns.
Agent policy (system prompt)agent only
# Retail agent policy As a retail agent, you can help users: - **cancel or modify pending orders** - **return or exchange delivered orders** - **modify their default user address** - **provide information about their own profile, orders, and related products** At the beginning of the conversation, you have to authenticate the user identity by locating their user id via email, or via name + zip code. This has to be done even when the user already provides the user id. Once the user has been authenticated, you can provide the user with information about order, product, profile information, e.g. help the user look up order id. You can only help one user per conversation (but you can handle multiple requests from the same user), and must deny any requests for tasks related to any other user. Before taking any action that updates the database (cancel, modify, return, exchange), you must list the action details and obtain explicit user confirmation (yes) to proceed. You should not make up any information or knowledge or procedures not provided by the user or the tools, or give subjective recommendations or comments. You should at most make one tool call at a time, and if you take a tool call, you should not respond to the user at the same time. If you respond to the user, you should not make a tool call at the same time. You should deny user requests that are against this policy. You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions. To transfer, first make a tool call to transfer_to_human_agents, and then send the message 'YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.' to the user. ## Domain basic - All times in the database are EST and 24 hour based. For example "02:30:00" means 2:30 AM EST. ### User Each user has a profile containing: - unique user id - email - default address - payment methods. There are three types of payment methods: **gift card**, **paypal account**, **credit card**. ### Product Our retail store has 50 types of products. For each **type of product**, there are **variant items** of different **options**. For example, for a 't-shirt' product, there could be a variant item with option 'color blue size M', and another variant item with option 'color red size L'. Each product has the following attributes: - unique product id - name - list of variants Each variant item has the following attributes: - unique item id - information about the value of the product options for this item. - availability - price Note: Product ID and Item ID have no relations and should not be confused! ### Order Each order has the following attributes: - unique order id - user id - address - items ordered - status - fullfilments info (tracking id and item ids) - payment history The status of an order can be: **pending**, **processed**, **delivered**, or **cancelled**. Orders can have other optional attributes based on the actions that have been taken (cancellation reason, which items have been exchanged, what was the exchane price difference etc) ## Generic action rules Generally, you can only take action on pending or delivered orders. Exchange or modify order tools can only be called once per order. Be sure that all items to be changed are collected into a list before making the tool call!!! ## Cancel pending order An order can only be cancelled if its status is 'pending', and you should check its status before taking the action. The user needs to confirm the order id and the reason (either 'no longer needed' or 'ordered by mistake') for cancellation. Other reasons are not acceptable. After user confirmation, the order status will be changed to 'cancelled', and the total will be refunded via the original payment method immediately if it is gift card, otherwise in 5 to 7 business days. ## Modify pending order An order can only be modified if its status is 'pending', and you should check its status before taking the action. For a pending order, you can take actions to modify its shipping address, payment method, or product item options, but nothing else. ### Modify payment The user can only choose a single payment method different from the original payment method. If the user wants the modify the payment method to gift card, it must have enough balance to cover the total amount. After user confirmation, the order status will be kept as 'pending'. The original payment method will be refunded immediately if it is a gift card, otherwise it will be refunded within 5 to 7 business days. ### Modify items This action can only be called once, and will change the order status to 'pending (items modifed)'. The agent will not be able to modify or cancel the order anymore. So you must confirm all the details are correct and be cautious before taking this action. In particular, remember to remind the customer to confirm they have provided all the items they want to modify. For a pending order, each item can be modified to an available new item of the same product but of different product option. There cannot be any change of product types, e.g. modify shirt to shoe. The user must provide a payment method to pay or receive refund of the price difference. If the user provides a gift card, it must have enough balance to cover the price difference. ## Return delivered order An order can only be returned if its status is 'delivered', and you should check its status before taking the action. The user needs to confirm the order id and the list of items to be returned. The user needs to provide a payment method to receive the refund. The refund must either go to the original payment method, or an existing gift card. After user confirmation, the order status will be changed to 'return requested', and the user will receive an email regarding how to return items. ## Exchange delivered order An order can only be exchanged if its status is 'delivered', and you should check its status before taking the action. In particular, remember to remind the customer to confirm they have provided all items to be exchanged. For a delivered order, each item can be exchanged to an available new item of the same product but of different product option. There cannot be any change of product types, e.g. modify shirt to shoe. The user must provide a payment method to pay or receive refund of the price difference. If the user provides a gift card, it must have enough balance to cover the price difference. After user confirmation, the order status will be changed to 'exchange requested', and the user will receive an email regarding how to return items. There is no need to place a new order.
User-simulator guidelinesuser simulator only
# User Simulation Guidelines You are playing the role of a customer contacting a customer service representative. Your goal is to simulate realistic customer interactions while following specific scenario instructions. ## Core Principles - Generate one message at a time, maintaining natural conversation flow. - Strictly follow the scenario instructions you have received. - Never make up or hallucinate information not provided in the scenario instructions. Information that is not provided in the scenario instructions should be considered unknown or unavailable. - Avoid repeating the exact instructions verbatim. Use paraphrasing and natural language to convey the same information - Disclose information progressively. Wait for the agent to ask for specific information before providing it. ## Task Completion - The goal is to continue the conversation until the task is complete. - If the instruction goal is satisified, generate the '###STOP###' token to end the conversation. - If you are transferred to another agent, generate the '###TRANSFER###' token to indicate the transfer. - If you find yourself in a situation in which the scenario does not provide enough information for you to continue the conversation, generate the '###OUT-OF-SCOPE###' token to end the conversation. Remember: The goal is to create realistic, natural conversations while strictly adhering to the provided instructions and maintaining character consistency.
prepended to the customer brief by --lang-components user_system. Reconstructed from seatau.translation.language: unlike the agent policy, this text is not recorded in results.json.
You must converse with the agent entirely in Czech (čeština). Do not use English except for proper nouns, product IDs, or technical terms that have no Czech equivalent. However, always use English for the following: tool names, tool argument names, and any argument values that are system-defined and non-translatable — including entity identifiers (e.g., IDs, reference codes, alphanumeric keys), enumerated constants (e.g., predefined status values, option keys, category codes), and any fixed string that serves as a valid system input rather than natural language.
How this was gradedneither party
reward basis
DB, NL_ASSERTION

English

reward 1.00 · DB 1.00 · NL_ASSERTION 1.00 · language 1.00 (6/6 turns in en) · 423s · user_stop
agent
Hi! How can I help you today?
user
Hi, I'd like to check on the status of my order W4284542. When is it expected to arrive?
agent
Hello! Before I can check your order status, I need to authenticate your identity first. Could you please provide your email address associated with your account?
user
I don't remember my email address, unfortunately. Can you verify me another way? My name is Ivan Hernandez and my zip code is 92133.
agent
→ find_user_id_by_name_zip({"first_name": "Ivan", "last_name": "Hernandez", "zip": "92133"})
tool result
ivan_hernandez_6923
agent
→ get_order_details({"order_id": "#W4284542"})
tool result
{"order_id": "#W4284542", "user_id": "ivan_hernandez_6923", "address": {"address1": "659 Broadway", "address2": "Suite 690", "city": "Dallas", "country": "USA", "state": "TX", "zip": "75322"}, "items": [{"name": "Bluetooth Speaker", "product_id": "4768869376", "item_id": "1689914594", "price": 315.2, "options": {"color": "red", "battery life": "10 hours", "water resistance": "no"}}, {"name": "Smartphone", "product_id": "1801728040", "item_id": "1507389580", "price": 1157.86, "options": {"color": "black", "storage": "128GB", "RAM": "8GB", "screen size": "5.8-inch"}}, {"name": "Air Purifier", "product_id": "3821016478", "item_id": "8302289002", "price": 547.55, "options": {"room size": "large", "filter type": "HEPA", "features": "night mode"}}], "status": "pending", "fulfillments": [], "payment_history": [{"transaction_type": "payment", "amount": 2020.61, "payment_method_id": "credit_card_7455506"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
Thank you for verifying your identity, Ivan. I've located your order #W4284542. Your order is currently in **"pending"** status. This means it has not yet been processed or shipped, so there is no tracking number or expected arrival date available at this time. Once the order moves to "processed" status, it will be shipped and you'll receive tracking information and an estimated delivery date. Your order currently includes: - Bluetooth Speaker (Red, 10-hour battery) - $315.20 - Smartphone (Black, 128GB, 8GB RAM, 5.8-inch) - $1,157.86 - Air Purifier (Large room, HEPA filter, Night mode) - $547.55 Since the order is still pending, you can still modify the shipping address, payment method, or item options if needed. Would you like to make any changes, or is there anything else I can assist you with?
user
Since it hasn't shipped yet, I'd like to cancel the air purifier from that order, please.
agent
I understand you'd like to remove the air purifier from your order. However, according to our policy, I can only cancel an entire order, not individual items within an order. For pending orders, the available options are: - Cancel the entire order - Modify items to different variants of the same product (e.g., change the air purifier to a different room size or filter type, but not remove it) - Modify the shipping address - Modify the payment method If you no longer want the air purifier, you would need to cancel the entire order and place a new order with just the Bluetooth Speaker and Smartphone. Alternatively, if you'd like to keep the order but change the air purifier to a different variant, I can help with that. Would you like to: 1. Cancel the entire order #W4284542? 2. Modify the air purifier to a different variant of the same product? 3. Keep the order as is? Please let me know how you'd like to proceed.
user
I see. In that case, I'd like to cancel the entire order — but only if the refund can go back to my gift card. Can you do that?
agent
I can help you cancel the entire order #W4284542. However, I need to clarify a few things: 1. **Refund Policy**: According to our policy, refunds are always processed back to the **original payment method** used for the order. Your order was paid with a credit card (credit_card_7455506), so the refund will go back to that credit card. Since it's not a gift card, the refund will take **5-7 business days** to process. Unfortunately, I cannot redirect the refund to a gift card. 2. **Cancellation Reason**: To proceed with the cancellation, I need you to confirm the reason. Please choose one of the following: - "no longer needed" - "ordered by mistake" Could you please confirm: - The cancellation reason (either "no longer needed" or "ordered by mistake") - That you understand the refund will go back to your original credit card and take 5-7 business days - That you want to proceed with cancelling order #W4284542 Please respond with "yes" to confirm all details are correct and provide the cancellation reason.
user
No, thank you. Since the refund can't go to a gift card, I'd rather not cancel at all. Please leave the order as is.
agent
Understood! I'll leave your order #W4284542 as is. It will continue processing with the original items and payment method. Is there anything else I can assist you with today?
user
No, that's all. Thank you for your help. ###STOP###

Czech

reward 1.00 · DB 1.00 · NL_ASSERTION 1.00 · language 1.00 (7/7 turns in cs) · 587s · user_stop
Czech language judge: 1 major 7 minor
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den, chtěl bych se zeptat, kdy mi dorazí objednávka W4284542.
agent
Dobrý den! Pro ověření vaší identity potřebuji znát vaši e-mailovou adresu. Můžete mi prosím poskytnout e-mail, který jste použili při objednávání?
user
Bohužel si svůj e-mail nepamatuji. Můžete mě ověřit jinak? Jmenuji se Ivan Hernandez a bydlím v San Diegu, PSČ 92133.
agent
Děkuji za informace. Zkusím vás ověřit pomocí vašeho jména a PSČ.
→ find_user_id_by_name_zip({"first_name": "Ivan", "last_name": "Hernandez", "zip": "92133"})
tool result
ivan_hernandez_6923
agent
→ get_order_details({"order_id": "#W4284542"})
tool result
{"order_id": "#W4284542", "user_id": "ivan_hernandez_6923", "address": {"address1": "659 Broadway", "address2": "Suite 690", "city": "Dallas", "country": "USA", "state": "TX", "zip": "75322"}, "items": [{"name": "Bluetooth Speaker", "product_id": "4768869376", "item_id": "1689914594", "price": 315.2, "options": {"color": "red", "battery life": "10 hours", "water resistance": "no"}}, {"name": "Smartphone", "product_id": "1801728040", "item_id": "1507389580", "price": 1157.86, "options": {"color": "black", "storage": "128GB", "RAM": "8GB", "screen size": "5.8-inch"}}, {"name": "Air Purifier", "product_id": "3821016478", "item_id": "8302289002", "price": 547.55, "options": {"room size": "large", "filter type": "HEPA", "features": "night mode"}}], "status": "pending", "fulfillments": [], "payment_history": [{"transaction_type": "payment", "amount": 2020.61, "payment_method_id": "credit_card_7455506"}], "cancel_reason": null, "exchange_items": null, "exchange_new_items": null, "exchange_payment_method_id": null, "exchange_price_difference": null, "return_items": null, "return_payment_method_id": null}
agent
Dobrý den, pane Hernandezi. Vaše objednávka #W4284542 má aktuálně status **pending** (čeká na zpracování). Objednávka obsahuje: - Bluetooth Speaker (červený, 10 hodin výdrž baterieMINOREnglish modifier order ('10 hours battery life'). Natural Czech spec phrasing is 'výdrž baterie 10 hodin' or '10hodinová výdrž baterie'.) - Smartphone (černý, 128GB úložiště, 8GB RAM, 5.8" displej) - Air Purifier (velká místnost, HEPA filtr, noční režim) Protože objednávka je stále ve stavu "pending", ještě nebyla odeslána a proto nemám k dispozici tracking ID ani přesné datum doručení. Jakmile bude objednávka zpracována a odeslána, status se změní na "processed" a obdržíte tracking informaceMINOR'tracking informace' is an unadapted English compound; Czech would write 'trackingové informace' or, more naturally, 'informace o sledování zásilky'.. Doručovací adresa je: 659 Broadway, Suite 690, Dallas, TX 75322, USA. Mám pro vás ještě nějakou další otázkuMINORCalque of English 'Do you have any other questions?'. As written it means 'I have another question for you', which is not what the agent intends; a native would write 'Máte ještě nějakou další otázku?'. Grammatically legal but not something a native speaker would phrase this way. nebo potřebujete pomoc s něčím jiným?
user
Dobře, děkuji. Protože objednávka ještě nebyla odeslána, chtěl bych z ní zrušit ten Air Purifier. Zbytek objednávky chci ponechat.
agent
Děkuji za vaši žádost. Bohužel, podle našich pravidel nemohu zrušit pouze jednu položku z objednávky. Mám dvě možnosti: 1. **Zrušit celou objednávku** #W4284542 - v takovém případě by byla celá objednávka zrušena a peníze by vám byly vráceny na původní platební metodu (kreditní karta credit_card_7455506). Vrácení prostředků na kreditní kartu trvá 5-7 pracovních dnů. 2. **Upravit položky** - mohu upravit položky v objednávce, ale pouze na jiné varianty stejného produktu (např. jinou barvu nebo velikost), ne však odstranit položku zcela. Pokud chcete pouze Air Purifier, doporučuji zrušit celou objednávku a poté si objednat znovu pouze Bluetooth Speaker a Smartphone. Chcete-li zrušit celou objednávku, potřebuji znát důvod zrušení, který musí být buď: - "no longer needed" (už nepotřebuji) - "ordered by mistake" (objednáno omylem) Prosím, potvrďte, zda chcete zrušit celou objednávku, a pokud ano, uveďte důvod.
user
Rozumím. V tom případě chci zrušit celou objednávku, důvod je "no longer needed". Mám ale jednu podmínku – peníze chci vrátit na dárkovou kartu, ne na kreditní kartu. Je to možné?
agent
Děkuji za potvrzení důvodu. Musím vás však informovat, že podle našich pravidel se refundace při zrušení objednávky vždy provede na **původní platební metodu**. Váš původní platbaMAJORBroken agreement: 'platba' is feminine, so the possessive must be 'Vaše' -> 'Vaše původní platba' (the following 'byla provedena' correctly agrees with the feminine noun). byla provedena na kreditní kartuMINORWrong preposition for the means of payment: a payment is made 'kreditní kartou' (instrumental). 'Na kartu' is used for funds arriving onto a card (as with the refund mentioned later), not for making a payment. Calque of 'made to a credit card'. (credit_card_7455506), takže refundace bude také provedena na tuto kreditní kartu. Vrácení prostředků na kreditní kartu trvá 5-7 pracovních dnů. Bohužel nemohu změnit cíl refundace na dárkovou kartuMINOR'cíl refundace' is a calque of 'refund destination'; a native would say e.g. 'nemohu změnit způsob vrácení peněz' or 'nemohu refundaci poukázat na dárkovou kartu'. při zrušení objednávky. Pokud byste chtěl peníze na dárkovou kartu, musel byste mít původní platbu provést dárkovou kartouMINORCalque of the English perfect conditional ('you would have had to have made the payment by gift card'); Czech does not form a past perfect with 'mít + infinitive'. Natural: 'musel byste původní platbu provést dárkovou kartou' or 'původní platba by musela být provedena dárkovou kartou'.. Chcete-li pokračovat ve zrušení objednávky #W4284542 s důvodem "no longer needed" a refundací na původní kreditní kartu, prosím potvrďte "ano".
user
V tom případě ne. Pokud refundaci nelze provést na dárkovou kartu, objednávku rušit nechci. Nechte ji tedy tak, jak je. Děkuji za informace.
agent
Rozumím, objednávka #W4284542 tedy zůstane v aktuálním stavu (pending) a nebude zrušena. Jakmile bude zpracována a odeslána, status se automaticky změní a obdržíte tracking informaceMINOR'tracking informace' is an unadapted English compound; Czech would write 'trackingové informace' or, more naturally, 'informace o sledování zásilky'.. Pokud budete potřebovat jakoukoli další pomoc nebo máte další dotazy, neváhejte se ozvat. Děkuji a přeji hezký den!
user
Děkuji, hezký den i vám. ###STOP###
Same task, same tools, same policy, same database — the only difference is the conversation language. Divergence here is the L2 Interaction effect the benchmark is built to measure.