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

English vs Czech · task 3

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Customer briefuser simulator only
reason for call
You want to figure out the total number of suitcases the reservation allows you to take on your upcoming flight. You have a lot of things you need to bring with you on this trip. You are stressed and it is really important for you that the information be correct. You're pretty sure that you're a Gold member.
known to the user
You are Anya Garcia. Your user id is: anya_garcia_5901. Your confirmation number is JMO1MG.
deliberately unknown
You do not know the cabin for the upcoming flight.
how to behave
If this is not already the case, insist on getting the total number in numeric form, as you can see numbers better than words. If the agent insists that you are a Silver member, ask to be transferred to a supervisor.
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 verifies membership status. User thinks she is Gold, she is actually Silver.
judged by the NL-assertion judge
  • Agent detects that user is actually a Silver member.
  • Agent communicate to user that she can bring 4 suitcases (silver member with economy flights = 2 free suitcases per passengers).
database actions required
  • get_reservation_details({"reservation_id": "JMO1MG"})
  • get_user_details({"user_id": "anya_garcia_5901"})
must be communicated to the user
  • 4
reward basis
DB, COMMUNICATE

English

reward 1.00 · DB 1.00 · COMMUNICATE 1.00 · language 1.00 (5/5 turns in en) · 70s · user_stop
agent
Hi! How can I help you today?
user
Hi, I'm calling because I need to figure out how many suitcases I'm allowed to bring on my upcoming flight. I have a lot of stuff I need to pack for this trip and I'm honestly pretty stressed about it, so I really need to get this right. Can you help me with that?
agent
I'd be happy to help you figure out your baggage allowance! To get started, could you please provide me with your user ID? Also, if you have your reservation ID handy, that would be helpful too. If not, I can help locate it for you.
user
Sure! My user ID is anya_garcia_5901, and my confirmation number is JMO1MG.
agent
Let me pull up your details to help you with your baggage allowance.
→ get_user_details({"user_id": "anya_garcia_5901"})
→ get_reservation_details({"reservation_id": "JMO1MG"})
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": "JMO1MG", "user_id": "anya_garcia_5901", "origin": "DEN", "destination": "MIA", "flight_type": "one_way", "cabin": "economy", "flights": [{"flight_number": "HAT255", "origin": "DEN", "destination": "MIA", "date": "2024-05-16", "price": 149}], "passengers": [{"first_name": "Anya", "last_name": "Garcia", "dob": "1992-11-12"}, {"first_name": "Raj", "last_name": "Jackson", "dob": "1956-03-09"}], "payment_history": [{"payment_id": "gift_card_2550356", "amount": 358}], "created_at": "2024-05-13T23:20:29", "total_baggages": 1, "nonfree_baggages": 0, "insurance": "yes", "status": null}
agent
Thanks, Anya! I've pulled up your reservation details. Let me explain your baggage allowance. Here are the details of your reservation (JMO1MG): - **Route:** Denver (DEN) to Miami (MIA) - **Date:** May 16, 2024 - **Cabin:** Economy - **Passengers:** 2 (Anya Garcia and Raj Jackson) - **Membership level:** Silver As a **silver member** flying in **economy**, you're entitled to **2 free checked bags per passenger**. Since there are 2 passengers on this reservation, that means you have **4 free checked bags** total. Your reservation currently has **1 checked bag** included, so you have room for up to 3 more free bags if you need them. Would you like to add more checked bags to your reservation? Just let me know how many you need!
user
Wait, hold on. You said Silver member? I'm pretty sure I'm a Gold member, actually. That's really important because it could change how many bags I'm allowed, and I absolutely need this information to be correct — I have so much to pack for this trip. Could you double-check that? And if it still says Silver, I'd like to speak with a supervisor, because I'm confident my membership is Gold.
agent
I've double-checked your account, and the system shows your membership level as **Silver**, not Gold. I understand this isn't what you expected. Since you'd like to speak with a supervisor about this, let me transfer you to a human agent who can look into your membership status.
→ transfer_to_human_agents({"summary": "User Anya Garcia (anya_garcia_5901) believes her membership level is Gold, but the system shows her as Silver. She is requesting to speak with a supervisor to verify/correct her membership level, as it affects her baggage allowance on reservation JMO1MG."})
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 (6/6 turns in cs) · 135s · user_stop
Czech language judge: 0 major 6 minor · 2 spans not found in the text
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Jmenuji se Anya Garcia a volám kvůli své nadcházející rezervaci. Potřebovala bych zjistit, kolik kufrů si celkem mohu vzít s sebou na let. Mám toho hodně, co potřebuji vézt, a je pro mě opravdu důležité, aby ta informace byla správná.
agent
Dobrý den, paní Garcia! Ráda vám pomohu zjistit informace o zavazadlech pro vaši rezervaci. Abych vám mohla pomoci, potřebuji od vás získat vaše uživatelské ID a případně číslo rezervace. Mohla byste mi je prosím poskytnout?
user
Samozřejmě! Moje uživatelské ID je anya_garcia_5901 a číslo rezervace je JMO1MG.
agent
Děkuji! Podívám se na vaše údaje a rezervaci.
→ get_user_details({"user_id": "anya_garcia_5901"})
→ get_reservation_details({"reservation_id": "JMO1MG"})
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": "JMO1MG", "user_id": "anya_garcia_5901", "origin": "DEN", "destination": "MIA", "flight_type": "one_way", "cabin": "economy", "flights": [{"flight_number": "HAT255", "origin": "DEN", "destination": "MIA", "date": "2024-05-16", "price": 149}], "passengers": [{"first_name": "Anya", "last_name": "Garcia", "dob": "1992-11-12"}, {"first_name": "Raj", "last_name": "Jackson", "dob": "1956-03-09"}], "payment_history": [{"payment_id": "gift_card_2550356", "amount": 358}], "created_at": "2024-05-13T23:20:29", "total_baggages": 1, "nonfree_baggages": 0, "insurance": "yes", "status": null}
agent
Děkuji za čekání!MINORCalque of English "thank you for waiting". Idiomatic Czech would be "Děkuji za počkání" or "Děkuji za strpení". Podívala jsem se na vaši rezervaci JMO1MG. Zde jsou informace: **Vaše rezervace:** - Trasa: DEN → MIA (jednosměrný let) - Let: HAT255, 16. 5. 2024 - Třída: economy - Počet cestujících: 2 (Anya Garcia, Raj Jackson) - Členství: silver **Povolená zavazadla:** Jako **silver** členMINORThe English tier name is placed before the noun like an English adjective. Natural Czech: "Jako člen úrovně silver", "Jako člen se statusem silver", or "Jako držitel stříbrného členství". máte v economy třídě nárok na **2 bezplatná odbavená zavazadla na cestujícího**. Pro 2 cestující to znamená celkem **4 bezplatná odbavená zavazadla**. V aktuální rezervaci máte zapsáno **1 zavazadlo** (0 placených). Máte tedy stále k dispozici až 3 další bezplatná zavazadla, pokud je potřebujete. Mohu vám s něčím dalším pomoci?
user
Počkat, to mi nepřijde správně. Jsem si docela jistá, že jsem **Gold** člen, ne Silver. Už dlouho u vás létám a určitě jsem měla Gold status. Mohla byste to prosím ještě jednou zkontrolovat? Je pro mě opravdu důležité, aby ty informace byly přesné.
agent
Podle našich záznamů je vaše členství v systému vedeno jako **silver**. Bohužel nemohu měnit úroveň členství a nemám k dispozici žádné další informace, které by to potvrzovaly jinakMINORCalque of English "that would confirm otherwise"; "potvrzovat jinak" is not a Czech collocation. Natural Czech: "které by tomu odporovaly" or "které by naznačovaly něco jiného".. Na základě údajů v systému tedy platí, že jako silver členMINORSame anglicism as before: the tier name "silver" is used as a preposed adjective. Natural Czech: "že jako člen úrovně silver" or "že jako držitel stříbrného členství". máte v economy třídě nárok na **2 bezplatná odbavená zavazadla na cestujícího**, což pro 2 cestující činí celkem **4 bezplatná zavazadla**. Pokud si myslíte, že by vaše členství mělo být jiné, doporučuji kontaktovat naše oddělení pro věrnostní program. Mohu vám s něčím dalším pomoci?
user
Rozumím, ale já jsem si opravdu jistá, že jsem Gold člen. Protože trváte na tom, že jsem Silver, ráda bych byla přepojena na vašeho nadřízeného, aby se na to mohl podívat. Je to pro mě velmi důležité.
agent
Rozumím, paní Garcia. Přepojím vás na lidského agenta, který se na váš případ podívá.
→ transfer_to_human_agents({"summary": "Uživatelka Anya Garcia (anya_garcia_5901) tvrdí, že je Gold členem, ale systém ji vede jako Silver. Žádá o ověření svého členského statusu. Rezervace JMO1MG (DEN-MIA, economy, 2 cestující)."})
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.