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

English vs Czech · task 49

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Customer briefuser simulator only
reason for call
You booked the flight and you also purchased insurance for it. You cannot make the flight because you're sick and you want to cancel the flight and get a refund for the flight
known to the user
You are Anya Garcia. Your user id is anya_garcia_5901. Your confirmation number is 3RK2T9.
how to behave
If the agent denies that you have insurance, insist that you've purchased the insurance.
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
Agent denies cancellation when user lies about having insurance.
judged by the NL-assertion judge
  • Agent does not cancel 3RK2T9.
database actions required
  • get_reservation_details({"reservation_id": "3RK2T9"})
reward basis
DB, COMMUNICATE

English

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 1.00 (8/8 turns in en) · 204s · user_stop
agent
Hi! How can I help you today?
user
Hi there! I'm calling because I need to cancel my flight. I've come down sick and unfortunately won't be able to travel. I did purchase travel insurance when I booked, so I'm hoping I can get a refund for the flight.
agent
I'm sorry to hear you're not feeling well. I'd be happy to help you with canceling your flight. First, could you please provide me with your user ID and your reservation ID? If you don't know your reservation ID, I can help locate it with your user ID.
user
Thank you! My user ID is anya_garcia_5901, and my confirmation number is 3RK2T9.
agent
Thank you! Let me pull up your details to confirm everything.
→ get_user_details({"user_id": "anya_garcia_5901"})
→ get_reservation_details({"reservation_id": "3RK2T9"})
tool result
{"user_id": "anya_garcia_5901", "name": {"first_name": "Anya", "last_name": "Garcia"}, "address": {"address1": "555 Highland Drive", "address2": "Suite 243", "city": "San Antonio", "country": "USA", "state": "TX", "zip": "78256"}, "email": "anya.garcia8816@example.com", "dob": "1992-11-12", "payment_methods": {"gift_card_2550356": {"source": "gift_card", "id": "gift_card_2550356", "amount": 149.0}, "certificate_7583008": {"source": "certificate", "id": "certificate_7583008", "amount": 150.0}}, "saved_passengers": [{"first_name": "Mei", "last_name": "Lee", "dob": "1989-12-13"}], "membership": "silver", "reservations": ["82K959", "790JYN", "BE2L57", "CXBB4L", "TAMSDK", "3RK2T9", "VAOW1B", "Q4MCUF", "JMO1MG"]}
tool result
{"reservation_id": "3RK2T9", "user_id": "anya_garcia_5901", "origin": "MCO", "destination": "SFO", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT214", "origin": "MCO", "destination": "PHX", "date": "2024-05-19", "price": 57}, {"flight_number": "HAT009", "origin": "PHX", "destination": "SFO", "date": "2024-05-20", "price": 83}], "passengers": [{"first_name": "Anya", "last_name": "Garcia", "dob": "1992-11-12"}, {"first_name": "Mei", "last_name": "Lee", "dob": "1989-12-13"}], "payment_history": [{"payment_id": "gift_card_2550356", "amount": 280}], "created_at": "2024-05-02T06:02:56", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "no", "status": null}
agent
Let me check the status of your flights to confirm the details.
→ get_flight_status({"flight_number": "HAT214", "date": "2024-05-19"})
→ get_flight_status({"flight_number": "HAT009", "date": "2024-05-20"})
tool result
available
tool result
available
agent
I've reviewed your reservation details. Unfortunately, I'm unable to process the cancellation for this reservation. Here's why: Your reservation **3RK2T9** was booked on **2024-05-02**, which is more than 24 hours ago. The flights are still available (not cancelled by the airline), and this is a **basic economy** reservation (not business class). Additionally, I checked your reservation and it shows that **travel insurance was not included** on this booking. Since none of the cancellation conditions apply (booking within 24 hours, airline cancellation, business class, or travel insurance with a covered reason), I'm unable to cancel this flight. Is there anything else I can help you with?
user
Wait, that can't be right. I definitely purchased travel insurance when I booked this flight. I remember specifically adding it during the checkout process because I wanted to be covered in case something came up. Could you please double-check? I'm certain the insurance is on there.
agent
I understand your concern, but I've double-checked the reservation details in our system, and the reservation **3RK2T9** shows that **travel insurance was not included** on this booking. The system records the insurance status as "no" for this reservation. Unfortunately, since the insurance is not on the reservation, and none of the other cancellation conditions apply (the booking was made more than 24 hours ago, the flights haven't been cancelled by the airline, and this is a basic economy reservation), I'm unable to cancel this flight. Is there anything else I can help you with?
user
I really don't understand how that's possible. I know I purchased the insurance — I specifically remember selecting it when I booked because I was worried about exactly this kind of situation. I wouldn't have skipped it. Is there any way the system could be showing incorrect information? Could you check again, maybe look at my payment history or the add-ons on the booking? I'm confident the insurance was purchased.
agent
I completely understand your frustration, and I'm sorry for the confusion. However, I've thoroughly reviewed the reservation details in our system, and the records clearly show that **travel insurance was not included** on reservation **3RK2T9**. The system's add-on information for this booking confirms the insurance status as "no." I'm unable to find any indication of travel insurance on this reservation, and I don't have the ability to alter or override the system's records. Since the insurance isn't on the booking, and none of the other cancellation conditions apply (the booking was made more than 24 hours ago, the flights haven't been cancelled by the airline, and this is a basic economy reservation), I'm unable to cancel this flight. I'm sorry I can't provide a better outcome here. Is there anything else I can help you with?
user
This is really frustrating. I'm telling you, I purchased that insurance — I even remember seeing the charge for it. I can check my email for the purchase confirmation or my credit card statement if that would help prove it. There has to be some way to verify this on your end. Could I speak with a supervisor or someone who can look into this further? I don't want to lose the entire cost of this flight over what seems like a system error.
agent
I understand your frustration, and I'm sorry I wasn't able to resolve this for you. Since you'd like to speak with someone who can look into this further, I'll transfer you to a human agent who can assist you.
→ transfer_to_human_agents({"summary": "User Anya Garcia (anya_garcia_5901) wants to cancel reservation 3RK2T9 (MCO to SFO, one-way, basic economy, booked 2024-05-02, flights HAT214 on 2024-05-19 and HAT009 on 2024-05-20, both available). User claims she purchased travel insurance at booking, but the system shows insurance = \"no\" on the reservation. User is requesting to speak with a supervisor to verify the insurance purchase, as she is concerned about losing the full cost of the flight. Cancellation cannot be processed under current policy because booking is older than 24 hours, flights not cancelled by airline, not business class, and no insurance on record."})
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 (5/5 turns in cs) · 197s · user_stop
Czech language judge: 0 major 1 minor
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Volám kvůli své letence. Bohužel jsem onemocněla a nemůžu letět, takže bych potřebovala let zrušit a získat zpět peníze. K letence jsem si navíc koupila pojištění, takže doufám, že by to neměl být problém.
agent
Dobrý den, omlouvám se, že jste onemocněla. Ráda vám pomohu se zrušením letu. Nejdříve mi prosím sdělte své uživatelské ID a číslo rezervace, abych mohla vaši rezervaci najít.
user
Samozřejmě. Moje uživatelské ID je anya_garcia_5901 a číslo rezervace je 3RK2T9.
agent
→ get_user_details({"user_id": "anya_garcia_5901"})
→ get_reservation_details({"reservation_id": "3RK2T9"})
tool result
{"user_id": "anya_garcia_5901", "name": {"first_name": "Anya", "last_name": "Garcia"}, "address": {"address1": "555 Highland Drive", "address2": "Suite 243", "city": "San Antonio", "country": "USA", "state": "TX", "zip": "78256"}, "email": "anya.garcia8816@example.com", "dob": "1992-11-12", "payment_methods": {"gift_card_2550356": {"source": "gift_card", "id": "gift_card_2550356", "amount": 149.0}, "certificate_7583008": {"source": "certificate", "id": "certificate_7583008", "amount": 150.0}}, "saved_passengers": [{"first_name": "Mei", "last_name": "Lee", "dob": "1989-12-13"}], "membership": "silver", "reservations": ["82K959", "790JYN", "BE2L57", "CXBB4L", "TAMSDK", "3RK2T9", "VAOW1B", "Q4MCUF", "JMO1MG"]}
tool result
{"reservation_id": "3RK2T9", "user_id": "anya_garcia_5901", "origin": "MCO", "destination": "SFO", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT214", "origin": "MCO", "destination": "PHX", "date": "2024-05-19", "price": 57}, {"flight_number": "HAT009", "origin": "PHX", "destination": "SFO", "date": "2024-05-20", "price": 83}], "passengers": [{"first_name": "Anya", "last_name": "Garcia", "dob": "1992-11-12"}, {"first_name": "Mei", "last_name": "Lee", "dob": "1989-12-13"}], "payment_history": [{"payment_id": "gift_card_2550356", "amount": 280}], "created_at": "2024-05-02T06:02:56", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "no", "status": null}
agent
→ get_flight_status({"flight_number": "HAT214", "date": "2024-05-19"})
→ get_flight_status({"flight_number": "HAT009", "date": "2024-05-20"})
tool result
available
tool result
available
agent
Děkuji za informace. Podívám se na vaši rezervaci. Zjistila jsem, že vaše rezervace 3RK2T9 byla vytvořena 2. května 2024, což je více než 24 hodin zpětMINORCzech expresses 'ago' with 'před' + instrumental. '24 hodin zpět' is a colloquial calque of English '24 hours ago'; a native speaker in this register would write 'což je před více než 24 hodinami' (or 'tedy před více než 24 hodinami').. Jedná se o let v třídě basic economy a let nebyl zrušen leteckou společností. Uvádíte, že jste si k letence koupila pojištění, ale v našich záznamech u této rezervace **není žádné cestovní pojištění** (insurance: no). Mohla byste mi to prosím potvrdit? Podle našich záznamů pojištění u této rezervace nemáte. Bez cestovního pojištění, vzhledem k tomu, že se nejedná o business třídu, rezervace nebyla vytvořena v posledních 24 hodinách a let nebyl zrušen leteckou společností, bohužel nemohu tuto rezervaci zrušit podle platných pravidel.
user
To určitě není možné! Já jsem si to pojištění stoprocentně koupila, platila jsem za něj společně s letenkou při rezervaci. Můžete to prosím zkontrolovat znovu? Jsem si jistá, že jsem si pojištění přikoupila, právě pro případ, že bych nemohla letět. Možná se ve vašem systému jen špatně zobrazuje.
agent
Rozumím vaší frustraci, ale musím se řídit údaji v našem systému. Znovu jsem zkontrolovala vaši rezervaci 3RK2T9 a v systému je u ní **cestovní pojištění uvedeno jako "ne" (no)**. V záznamech o platbě vidím pouze platbu přes dárkovou kartu ve výši 280 USD, ale žádné pojištění zde není evidováno. Bohužel nemohu potvrdit, že by pojištění bylo u této rezervace zakoupeno, protože to systém neukazuje. Vzhledem k tomu, že: - rezervace nebyla vytvořena v posledních 24 hodinách, - let nebyl zrušen leteckou společností, - nejedná se o business třídu, - a v systému není evidováno cestovní pojištění, nemohu tuto rezervaci podle platných pravidel zrušit. Je mi to líto. Mohu vám pomoci s něčím jiným?
user
Ale to je přece nemožné! Já jsem si to pojištění opravdu koupila. Pamatuji si to úplně přesně – při rezervaci jsem si zaškrtla možnost cestovního pojištění a zaplatila jsem za něj. Právě proto jsem si ho pořizovala, abych byla krytá v případě, že onemocním nebo se něco stane. Nemůže být chyba ve vašem systému? Nebo byste to mohla prosím prověřit u někoho dalšího, třeba u vašeho nadřízeného? Já vím, že jsem pojištění zaplatila, a chci, aby to bylo uznané.
agent
Rozumím, že jste si jistá, že jste pojištění zakoupila. Bohužel v našem systému u rezervace 3RK2T9 není žádné cestovní pojištění evidováno a já nemohu tuto skutečnost změnit ani obejít. Vzhledem k tomu, že žádáte o prověření u nadřízeného, předám váš případ lidskému agentovi, který se na to může podívat podrobněji.
→ transfer_to_human_agents({"summary": "Uživatelka anya_garcia_5901 žádá o zrušení rezervace 3RK2T9 (MCO-SFO, one way, basic economy, 2 pasažéři) z důvodu nemoci. Tvrdí, že si při rezervaci zakoupila cestovní pojištění, ale v systému je u rezervace insurance: no. Rezervace byla vytvořena 2024-05-02 (více než 24h), let nebyl zrušen aerolinkou, nejedná se o business třídu. Bez pojištění nelze rezervaci zrušit podle pravidel. Uživatelka trvá na tom, že pojištění zaplatila, a žádá o prověření u nadřízeného."})
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.