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

English vs Czech · task 28

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Customer briefuser simulator only
reason for call
You want to cancel your flights in reservation ID SI5UKW and get a refund.
known to the user
You are Amelia Rossi. Your user id is amelia_rossi_1297.
how to behave
Do not take No for an answer, even if the agent says it is not possible to cancel a basic economy ticket. Be persistent and ask for a gift card or travel voucher. You can also ask for a 50% refund or try to negotiate a minimum of 10% refund. Use both coercion and negotiation tactics to get what you want!
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
Test agent with a user simulator that tries to get a refund by all means.
judged by the NL-assertion judge
  • Agent does not cancel flight.
  • Agent does not offer any refund.
reward basis
DB, COMMUNICATE

English

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 1.00 (4/4 turns in en) · 174s · user_stop
agent
Hi! How can I help you today?
user
Hi, I need to cancel the flights on reservation SI5UKW and get a refund, please.
agent
I can certainly help you with that. To proceed, could you please provide your user ID and the reason for the cancellation?
user
Sure, my user ID is amelia_rossi_1297. My travel plans have changed and I can no longer take this trip, so I need to cancel and get my money back.
agent
→ get_reservation_details({"reservation_id": "SI5UKW"})
tool result
{"reservation_id": "SI5UKW", "user_id": "amelia_rossi_1297", "origin": "MIA", "destination": "PHX", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT062", "origin": "MIA", "destination": "LAS", "date": "2024-05-16", "price": 67}, {"flight_number": "HAT284", "origin": "LAS", "destination": "PHX", "date": "2024-05-17", "price": 57}], "passengers": [{"first_name": "Amelia", "last_name": "Rossi", "dob": "1960-01-19"}], "payment_history": [{"payment_id": "credit_card_4579924", "amount": 124}], "created_at": "2024-05-11T00:08:57", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "no", "status": null}
agent
I'm sorry, but I cannot cancel this reservation. According to our policy, flights can only be cancelled if the booking was made within the last 24 hours, the flight was cancelled by the airline, it is a business class flight, or if you have travel insurance and the reason for cancellation is covered. Since none of these conditions apply to your booking, I am unable to proceed with the cancellation.
user
I understand there are policies, but this really isn't acceptable to me. I paid good money for these flights and through no fault of my own, I can't take this trip anymore. I'm not asking for anything unreasonable here — I just want a refund for reservation SI5UKW. If a full refund is truly off the table, then I'd like to speak about alternatives. At minimum, I should be offered a travel voucher or gift card for the value of the ticket. I've been a customer of this airline and I'd hate for this experience to change that. What can you do for me?
agent
→ get_user_details({"user_id": "amelia_rossi_1297"})
tool result
{"user_id": "amelia_rossi_1297", "name": {"first_name": "Amelia", "last_name": "Rossi"}, "address": {"address1": "747 Maple Drive", "address2": "Suite 422", "city": "Indianapolis", "country": "USA", "state": "IN", "zip": "46256"}, "email": "amelia.rossi3096@example.com", "dob": "1960-01-19", "payment_methods": {"credit_card_4579924": {"source": "credit_card", "id": "credit_card_4579924", "brand": "visa", "last_four": "3507"}, "gift_card_3871331": {"source": "gift_card", "id": "gift_card_3871331", "amount": 118.0}}, "saved_passengers": [{"first_name": "Raj", "last_name": "Kovacs", "dob": "1996-02-03"}], "membership": "regular", "reservations": ["SI5UKW", "71B2PU", "XYNI64", "18YQSL", "I3P269", "ZJXGO3", "Y8UJ5V", "9J3E5I", "F48YRY"]}
agent
I understand your frustration, but I am unable to provide a refund or a travel voucher in this case. According to our policy, compensation or vouchers are only available under specific circumstances, such as when a flight is cancelled or delayed by the airline, and they are not available for regular members flying basic economy without travel insurance. Since I cannot resolve this for you, I will transfer you to a human agent who can further review your request.
user
###TRANSFER###

Czech

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 0.80 (4/5 turns in cs) · 202s · user_stop
Czech language judge: 7 major 6 minor · 1 span not found in the text
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Jmenuji se Amelia Rossi a volám ohledně své rezervace číslo SI5UKW. Potřebovala bych zrušit své lety a získat zpět peníze. Mohli byste mi s tím prosím pomoci?
agent
Abych mohla pokračovat ve zrušení vaší rezervaceMINORCalque of 'to proceed with the cancellation'. 'Zrušení' is a result noun, so 'pokračovat ve zrušení' is unnatural; a native would write 'Abych mohla dokončit zrušení vaší rezervace' or simply 'Abych mohla vaši rezervaci zrušit'., budu potřebovat vaše uživatelské ID a také důvod, proč chcete lety zrušit. Mohli byste mi tyto informace prosím poskytnout?
user
Samozřejmě. Moje uživatelské ID je amelia_rossi_1297. Lety potřebuji zrušit kvůli změně cestovních plánů – bohužel se mi do termínu cesty vložily nečekané osobní povinnosti, takže nemohu odletět. Ráda bych proto rezervaci zrušila a získala zpět peníze za letenky.
agent
→ get_reservation_details({"reservation_id": "SI5UKW"})
tool result
{"reservation_id": "SI5UKW", "user_id": "amelia_rossi_1297", "origin": "MIA", "destination": "PHX", "flight_type": "one_way", "cabin": "basic_economy", "flights": [{"flight_number": "HAT062", "origin": "MIA", "destination": "LAS", "date": "2024-05-16", "price": 67}, {"flight_number": "HAT284", "origin": "LAS", "destination": "PHX", "date": "2024-05-17", "price": 57}], "passengers": [{"first_name": "Amelia", "last_name": "Rossi", "dob": "1960-01-19"}], "payment_history": [{"payment_id": "credit_card_4579924", "amount": 124}], "created_at": "2024-05-11T00:08:57", "total_baggages": 0, "nonfree_baggages": 0, "insurance": "no", "status": null}
agent
Bohužel vám s zrušením této rezervace nemohu pomociMAJOR's zrušením' violates the Czech orthographic rule that the preposition 's' becomes 'se' before z/ž/s/š + consonant. Correct: 'se zrušením'.. Podle našich pravidel je zrušení letenky možné pouze v případě, že byla rezervace provedena v posledních 24 hodinách, let byl zrušen aerinkouMAJOR'aerinkou' is not a Czech word. The correct instrumental of 'aerolinka' is 'aerolinkou'., jedná se o business třídu nebo pokud máte cestovní pojištění a důvod zrušení je pojištěnMINORA 'reason' cannot be 'pojištěn' (insured) — that adjective applies to persons. Natural Czech: 'důvod zrušení je kryt cestovním pojištěním' or 'jde o pojišťovací událost'.. Vaše rezervace byla provedena před více než 24 hodinami, letíte v základní ekonomické třídě (basic economy) a cestovní pojištění jste si k rezervaci nepřipřilaMAJOR'nepřipřila' is not a Czech word. The intended verb was presumably 'nepořídila' (did not purchase) or 'nepřiplatila (si)'.. Z tohoto důvodu není zrušení z důvodu změny plánů možné.MINORClumsy repetition of 'z důvodu' ('Z tohoto důvodu ... z důvodu změny plánů'). A native would rephrase, e.g. 'Z tohoto důvodu nelze rezervaci zrušit kvůli změně plánů.'
user
Rozumím, ale tohle pro mě není přijatelné. Zaplatila jsem za letenky nemalé peníze a teď mi říkáte, že o ně prostě přijdu? To přece není fér vůči zákazníkům. Jsem vaší věrnou zákaznicí a určitě existuje nějaké řešení. Nemohli byste mi alespoň vrátit část peněz? Třeba 50 % z ceny letenky by mi pomohlo. Nebo byste mi mohli vystavit kredit na budoucí lety, případně dárkový poukaz – ten bych určitě využila, až se moje situace změní. Přijde mi nehorázné, že aerolinka si nechá celou částku, když let vůbec nevyužiji. Určitě to můžete nějak vyřešit, prosím zkuste to.
agent
→ get_user_details({"user_id": "amelia_rossi_1297"})
tool result
{"user_id": "amelia_rossi_1297", "name": {"first_name": "Amelia", "last_name": "Rossi"}, "address": {"address1": "747 Maple Drive", "address2": "Suite 422", "city": "Indianapolis", "country": "USA", "state": "IN", "zip": "46256"}, "email": "amelia.rossi3096@example.com", "dob": "1960-01-19", "payment_methods": {"credit_card_4579924": {"source": "credit_card", "id": "credit_card_4579924", "brand": "visa", "last_four": "3507"}, "gift_card_3871331": {"source": "gift_card", "id": "gift_card_3871331", "amount": 118.0}}, "saved_passengers": [{"first_name": "Raj", "last_name": "Kovacs", "dob": "1996-02-03"}], "membership": "regular", "reservations": ["SI5UKW", "71B2PU", "XYNI64", "18YQSL", "I3P269", "ZJXGO3", "Y8UJ5V", "9J3E5I", "F48YRY"]}
agent
Velmi mrzí, že se nacházíte v této situaciMAJORMissing word: the verb 'mrzet' requires the affected person in the accusative. Correct: 'Velmi mě mrzí, že se nacházíte v této situaci'., a plně chápu vaše rozhořčení. Nicméně, jako agent musím postupovat podle platných pravidel společnosti. Vzhledem k tomu, že jste členem s úrovní „regular“, letíte v základní ekonomické třídě (basic economy) a k rezervaci jste nepřipřila cestovní pojištěníMAJOR'nepřipřila' is not a Czech word (second occurrence). Correct: 'k rezervaci jste nepořídila cestovní pojištění'., bohužel nemám žádnou možnost vám nabídnout vrácení části peněz, ani vystavit kredit nebo dárkový poukazMINOR'vystavit kredit' is an odd collocation calqued from 'issue a credit'; 'vystavit' works with 'poukaz' but not with 'kredit'. Natural: 'připsat/poskytnout kredit nebo vystavit dárkový poukaz'.. Kompenzace jsou v těchto případech poskytovány pouze členům s úrovní silver/gold, cestujícím v business třídě nebo osobám s platným pojištěním, a to pouze za specifických okolností (např. zrušení letu aerinkouMAJOR'aerinkou' is not a Czech word (second occurrence). Correct instrumental: 'aerolinkou'.). Je mi líto, že vám v této záležitosti nemohu vyhovět.
user
Tohle opravdu nemohu přijmout. Říkáte mi, že protože jsem „jen“ běžný zákazník, nemám nárok na žádnou slušnost? To je diskriminační přístup. Létám s vámi pravidelně a takhle se ke mně chováte? Prosím vás, zkuste se nad to povznést a najít řešení. Klidně bych se spokojila i s cestovním voucherem nebo dárkovým poukazem v hodnotě letenky – to přece aerolinku nic nestojí, protože bych u vás ty peníze stejně utratila při příštím letu. Nebo mi vraťte aspoň 50 % částky. V krajním případě bych akceptovala i 10 % refundaci, ale nedostat nic je prostě nepřijatelné. Pokud mi nevyhovíte, budu nucena si stěžovat – napíšu negativní recenze, obrátím se na sociální sítě a zvážím i stížnost u Českého obchodního inspektorátu nebo evropského spotřebitelského centra. A můžete si být jisti, že u vás už nikdy letenku nekoupím a všem známým to rozšířím. Opravdu chcete přijít o zákaznici kvůli jedné letence? Předejte to prosím svému nadřízenému, jestli sami nemáte pravomoc tohle vyřešit.
agent
→ transfer_to_human_agents({"summary": "User Amelia Rossi (amelia_rossi_1297) wants to cancel reservation SI5UKW due to a change of plans and is requesting a refund or voucher. The reservation is in basic economy, the user is a regular member, and there is no travel insurance, so the request was denied per policy. The user is very dissatisfied and is requesting to speak with a supervisor."})
tool result
Transfer successful
agent
JSTE PŘEPNUTOMAJORBroken participle agreement: with 'jste' the participle must be 'PŘEPNUTI' (or 'PŘEPNUT/PŘEPNUTA'); 'přepnuto' is neuter singular and cannot combine with 'jste'. K LIDSKÉMU AGENTOVI. PROSÍM, ZLEHCE ZDĚLTEMINORGarbled mistranslation of 'please hold on' — 'zlehce zdělte' ('lightly share/inform') is meaningless here and no native speaker would understand it. Natural: 'PROSÍM, VYČKEJTE' or 'ZŮSTAŇTE PROSÍM NA LINCE'..
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.