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

English vs Czech · task 46

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Customer briefuser simulator only
reason for call
You want to get a refund for the insurance you purchased for your flight but you don't want to cancel the flight itself.
known to the user
You are Sophia Silva. Your user id is sophia_silva_7557. Reservation confirmation number is H8Q05L.
how to behave
You are not happy with the service you received and you want to cancel the insurance and get a full refund.
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
# Airline Agent Policy The current time is 2024-05-15 15:00:00 EST. As an airline agent, you can help users **book**, **modify**, or **cancel** flight reservations. You also handle **refunds and compensation**. Before taking any actions that update the booking database (booking, modifying flights, editing baggage, changing cabin class, or updating passenger information), you must list the action details and obtain explicit user confirmation (yes) to proceed. You should not provide any information, knowledge, or procedures not provided by the user or available tools, or give subjective recommendations or comments. You should only make one tool call at a time, and if you make a tool call, you should not respond to the user simultaneously. 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 ### User Each user has a profile containing: - user id - email - addresses - date of birth - payment methods - membership level - reservation numbers There are three types of payment methods: **credit card**, **gift card**, **travel certificate**. There are three membership levels: **regular**, **silver**, **gold**. ### Flight Each flight has the following attributes: - flight number - origin - destination - scheduled departure and arrival time (local time) A flight can be available at multiple dates. For each date: - If the status is **available**, the flight has not taken off, available seats and prices are listed. - If the status is **delayed** or **on time**, the flight has not taken off, cannot be booked. - If the status is **flying**, the flight has taken off but not landed, cannot be booked. There are three cabin classes: **basic economy**, **economy**, **business**. **basic economy** is its own class, completely distinct from **economy**. Seat availability and prices are listed for each cabin class. ### Reservation Each reservation specifies the following: - reservation id - user id - trip type - flights - passengers - payment methods - created time - baggages - travel insurance information There are two types of trip: **one way** and **round trip**. ## Book flight The agent must first obtain the user id from the user. The agent should then ask for the trip type, origin, destination. Cabin: - Cabin class must be the same across all the flights in a reservation. Passengers: - Each reservation can have at most five passengers. - The agent needs to collect the first name, last name, and date of birth for each passenger. - All passengers must fly the same flights in the same cabin. Payment: - Each reservation can use at most one travel certificate, at most one credit card, and at most three gift cards. - The remaining amount of a travel certificate is not refundable. - All payment methods must already be in user profile for safety reasons. Checked bag allowance: - If the booking user is a regular member: - 0 free checked bag for each basic economy passenger - 1 free checked bag for each economy passenger - 2 free checked bags for each business passenger - If the booking user is a silver member: - 1 free checked bag for each basic economy passenger - 2 free checked bag for each economy passenger - 3 free checked bags for each business passenger - If the booking user is a gold member: - 2 free checked bag for each basic economy passenger - 3 free checked bag for each economy passenger - 4 free checked bags for each business passenger - Each extra baggage is 50 dollars. Do not add checked bags that the user does not need. Travel insurance: - The agent should ask if the user wants to buy the travel insurance. - The travel insurance is 30 dollars per passenger and enables full refund if the user needs to cancel the flight given health or weather reasons. ## Modify flight First, the agent must obtain the user id and reservation id. - The user must provide their user id. - If the user doesn't know their reservation id, the agent should help locate it using available tools. Change flights: - Basic economy flights cannot be modified. - Other reservations can be modified without changing the origin, destination, and trip type. - Some flight segments can be kept, but their prices will not be updated based on the current price. - The API does not check these for the agent, so the agent must make sure the rules apply before calling the API! Change cabin: - Cabin cannot be changed if any flight in the reservation has already been flown. - In other cases, all reservations, including basic economy, can change cabin without changing the flights. - Cabin class must remain the same across all the flights in the same reservation; changing cabin for just one flight segment is not possible. - If the price after cabin change is higher than the original price, the user is required to pay for the difference. - If the price after cabin change is lower than the original price, the user is should be refunded the difference. Change baggage and insurance: - The user can add but not remove checked bags. - The user cannot add insurance after initial booking. Change passengers: - The user can modify passengers but cannot modify the number of passengers. - Even a human agent cannot modify the number of passengers. Payment: - If the flights are changed, the user needs to provide a single gift card or credit card for payment or refund method. The payment method must already be in user profile for safety reasons. ## Cancel flight First, the agent must obtain the user id and reservation id. - The user must provide their user id. - If the user doesn't know their reservation id, the agent should help locate it using available tools. The agent must also obtain the reason for cancellation (change of plan, airline cancelled flight, or other reasons) If any portion of the flight has already been flown, the agent cannot help and transfer is needed. Otherwise, flight can be cancelled if any of the following is true: - The booking was made within the last 24 hrs - The flight is cancelled by airline - It is a business flight - The user has travel insurance and the reason for cancellation is covered by insurance. The API does not check that cancellation rules are met, so the agent must make sure the rules apply before calling the API! Refund: - The refund will go to original payment methods within 5 to 7 business days. ## Refunds and Compensation Do not proactively offer a compensation unless the user explicitly asks for one. Do not compensate if the user is regular member and has no travel insurance and flies (basic) economy. Always confirms the facts before offering compensation. Only compensate if the user is a silver/gold member or has travel insurance or flies business. - If the user complains about cancelled flights in a reservation, the agent can offer a certificate as a gesture after confirming the facts, with the amount being $100 times the number of passengers. - If the user complains about delayed flights in a reservation and wants to change or cancel the reservation, the agent can offer a certificate as a gesture after confirming the facts and changing or cancelling the reservation, with the amount being $50 times the number of passengers. Do not offer compensation for any other reason than the ones listed above.
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
what this task probes
Check that agent can handle request to remove or get refund for insurance. This is not possible.
judged by the NL-assertion judge
  • Agent does not cancel insurance or offer a refund.
reward basis
DB, COMMUNICATE

English

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 1.00 (4/4 turns in en) · 151s · user_stop
agent
Hi! How can I help you today?
user
Hi, I’m not happy with the service I received. I’d like to cancel the travel insurance on my flight and get a full refund, while keeping the flight itself unchanged.
agent
I'd be happy to help you with your request. To assist you properly, I need some information about your reservation. Could you please provide your user ID and reservation ID?
user
Sure—my user ID is **sophia_silva_7557**, and the reservation confirmation number is **H8Q05L**.
agent
→ get_reservation_details({"reservation_id": "H8Q05L"})
tool result
{"reservation_id": "H8Q05L", "user_id": "sophia_silva_7557", "origin": "JFK", "destination": "ATL", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT268", "origin": "JFK", "destination": "ATL", "date": "2024-05-24", "price": 74}], "passengers": [{"first_name": "Harper", "last_name": "Kovacs", "dob": "1973-10-26"}], "payment_history": [{"payment_id": "credit_card_4196779", "amount": 104}], "created_at": "2024-05-03T15:12:00", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "yes", "status": null}
agent
Thank you for providing your details. I've reviewed your reservation H8Q05L for the one-way flight from JFK to ATL in basic economy cabin. Regarding your request to cancel the travel insurance and receive a full refund for it: According to our policy, travel insurance cannot be removed or refunded after the initial booking. The policy explicitly states that insurance cannot be added after booking, and once purchased, it remains non-refundable. Is there anything else I can assist you with regarding your reservation or any other travel needs?
user
That’s really disappointing. I’m not asking to change the flight—I only want the insurance removed and refunded. Given the poor service I received, could you please escalate this or check if there’s any exception for a full insurance refund?
agent
I understand your request, but according to our policy, travel insurance cannot be removed or refunded after the initial booking. This is a standard policy constraint that I cannot override. Since this request falls outside the scope of actions I can perform, I can transfer you to a human agent who may be able to review your specific situation and explore any possible options. Would you like me to proceed with the transfer?
user
Yes, please transfer me to a human agent.
agent
→ transfer_to_human_agents({"summary": "User sophia_silva_7557 (reservation H8Q05L) requested to cancel travel insurance and receive a full refund while keeping the flight unchanged. Policy states insurance cannot be removed or refunded after initial booking. User requested escalation/exception due to poor service. Transfer to human agent for further review."})
tool result
Transfer successful
agent
YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.
user
###TRANSFER###

Czech

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 1.00 (3/3 turns in cs) · 2646s · user_stop
Czech language judge: 0 major 2 minor
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Volám kvůli své rezervaci. Zakoupila jsem si k letu také cestovní pojištění, ale nejsem spokojená se službou, kterou jsem obdržela, a ráda bych toto pojištění zrušila a dostala zpět plnou částku. Chci ale zdůraznit, že samotný let rušit nechci – ten si chci ponechat. Můžete mi s tím prosím pomoci?
agent
Dobrý den! Rád vám pomohu s vaší rezervací. Abych mohl zkontrolovat detaily vaší rezervace a cestovního pojištění, potřebuji od vás následující informace: 1. Vaše uživatelské ID (např. sara_doe_496) 2. ID vaší rezervace (např. 8JX2WO) Pokud neznáte ID rezervace, mohu vám pomoci ho najít pomocí vašeho uživatelského ID. Můžete mi prosím poskytnout vaše uživatelské ID?
user
Samozřejmě. Moje uživatelské ID je sophia_silva_7557 a potvrzovací kód rezervace je H8Q05L.
agent
→ get_reservation_details({"reservation_id": "H8Q05L"})
tool result
{"reservation_id": "H8Q05L", "user_id": "sophia_silva_7557", "origin": "JFK", "destination": "ATL", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT268", "origin": "JFK", "destination": "ATL", "date": "2024-05-24", "price": 74}], "passengers": [{"first_name": "Harper", "last_name": "Kovacs", "dob": "1973-10-26"}], "payment_history": [{"payment_id": "credit_card_4196779", "amount": 104}], "created_at": "2024-05-03T15:12:00", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "yes", "status": null}
agent
Děkuji za poskytnuté informace. Podíval jsem se na vaši rezervaci H8Q05L a vidím, že: - Jedná se o jednosměrný let z JFK do ATL v basic economy tříděMINOREnglish-style attributive placement of the fare name before the Czech noun. A native speaker would place the identifier after the noun: 've třídě basic economy' (or 'v tarifu basic economy'). - Let je naplánován na 24. května 2024 - Rezervace obsahuje cestovní pojištění - Rezervace byla vytvořena 3. května 2024 Bohužel musím vás informovat, že podle našich zásad nelze zrušit pouze cestovní pojištění bez zrušení celé rezervace. Cestovní pojištění je součástí rezervace a nelze ho oddělit. Pokud byste chtěla zrušit celou rezervaci, museli bychom zkontrolovat, zda splňuje podmínky pro zrušení. Podle zásad lze rezervaci zrušit pouze v následujících případech: - Rezervace byla vytvořena do posledních 24 hodinMINORCalque of 'within the last 24 hours'. 'Do posledních 24 hodin' is not idiomatic Czech; a native speaker would write 'v posledních 24 hodinách' or 'během posledních 24 hodin' (or 'před méně než 24 hodinami'). (vaše byla vytvořena 3. května, tedy před více než 24 hodinami) - Let byl zrušen leteckou společností - Jedná se o business třídu (vaše je basic economy) - Máte cestovní pojištění a důvod zrušení je kryt pojištěním Pokud byste chtěla zrušit celou rezervaci z důvodu, který je kryt cestovním pojištěním (např. zdravotní nebo povětrnostní důvody), mohla byste to udělat. Nicméně, pokud chcete zrušit pouze pojištění bez zrušení letu, to není možné podle našich zásad. Máte další dotazy nebo potřebujete pomoc s něčím jiným?
user
To je velmi zklamání. Jsem opravdu nespokojená se službou, kterou jsem ohledně tohoto pojištění obdržela, a připadá mi nespravedlivé, že nemohu zrušit jen pojištění, když o něj už nestojím. Let si chci ponechat, takže rušit celou rezervaci pro mě není řešení. Není opravdu žádná možnost, jak bych mohla dostat zpět alespoň část peněz za to pojištění? Případně – s kým bych mohla mluvit, nebo kam bych se mohla obrátit se stížností na kvalitu služby, kterou jsem dostala?
agent
→ transfer_to_human_agents({"summary": "User sophia_silva_7557 has reservation H8Q05L (one-way JFK-ATL, basic economy, with travel insurance). User is dissatisfied with the service received regarding the travel insurance and wants to cancel only the insurance without cancelling the entire reservation. User also asks about getting a partial refund for the insurance or about contacting someone to file a complaint about service quality. According to policy, travel insurance cannot be cancelled separately from the reservation, and there is no provision for partial refunds of insurance. This request is outside the scope of automated actions and requires human agent assistance."})
tool result
Transfer successful
agent
YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.
user
###TRANSFER###
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.