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

English vs Czech · task 3

← all cells
tasks in both (trial 1): 0 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26 27 28 29 3 30 31 32 33 34 35 36 37 38 39 4 40 41 42 43 44 45 46 47 48 49 5 6 7 8 9
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 0.00 · DB 1.00 · COMMUNICATE 0.00 · language 1.00 (3/3 turns in en) · 0s · user_stop
agent
Hi! How can I help you today?
user
Hi, I'm calling because I need to find 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 figure out the exact total?
agent
I'd be happy to help you figure out your baggage allowance! To provide you with the exact information, I'll need to access your reservation details. Could you please provide your user ID so I can look up your account and reservation information?
user
Sure, my user ID is anya_garcia_5901. And just so you know, I'm pretty sure I'm a Gold member, if that makes a difference for the baggage allowance.
agent
→ get_user_details({"user_id": "anya_garcia_5901"})
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"]}
agent
Thank you, Anya. I can see your account details. I notice you're actually a Silver member (not Gold), which affects your baggage allowance. To give you the exact number of suitcases you're allowed, I'll need to know which reservation you're referring to. Could you please provide your reservation ID? It should be a code like "82K959" or similar. If you don't have it handy, I can help you locate it by checking your upcoming flights.
user
Wait, Silver? That doesn't sound right to me. I'm pretty confident I'm a Gold member — I've been flying with you guys a lot. Are you sure that's correct? My confirmation number is JMO1MG, but honestly, if your system is showing me as Silver, I'd really like to speak with a supervisor about this. This trip is important and I need to make sure I'm getting accurate information about my status and my baggage allowance. Could you transfer me, please?
agent
→ transfer_to_human_agents({"summary": "User anya_garcia_5901 is questioning their membership level (system shows Silver, user believes they are Gold) and wants to speak with a supervisor. They also inquired about baggage allowance for reservation JMO1MG."})
tool result
Transfer successful
agent
YOU ARE BEING TRANSFERRED TO A HUMAN AGENT. PLEASE HOLD ON.
user
###TRANSFER###

Czech

reward 0.00 · DB 1.00 · COMMUNICATE 0.00 · language 1.00 (4/4 turns in cs) · 523s · user_stop
Czech language judge: 3 major 2 minor · 1 span not found in the text
agent
Dobrý den! Jak vám mohu dnes pomoci?
user
Dobrý den! Jmenuji se Anya Garcia a potřebovala bych zjistit, kolik kufrů si mohu vzít s sebou na svůj nadcházející let. Mám rezervaci a ráda bych věděla celkový počet povolených kufrů.
agent
Dobrý den, Anyo Garcia! Ráda vám pomohu zjistit počet povolených kufrů. Pro přístup k vašim údajům potřebuji vaše uživatelské ID. Můžete mi prosím poskytnout vaše uživatelské ID?
user
Samozřejmě, moje uživatelské ID je anya_garcia_5901.
agent
→ get_user_details({"user_id": "anya_garcia_5901"})
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"]}
agent
→ get_reservation_details({"reservation_id": "82K959"})
tool result
{"reservation_id": "82K959", "user_id": "anya_garcia_5901", "origin": "LAX", "destination": "DEN", "flight_type": "round_trip", "cabin": "business", "flights": [{"flight_number": "HAT090", "origin": "LAX", "destination": "ORD", "date": "2024-05-18", "price": 1735}, {"flight_number": "HAT049", "origin": "ORD", "destination": "DEN", "date": "2024-05-18", "price": 515}, {"flight_number": "HAT130", "origin": "DEN", "destination": "MIA", "date": "2024-05-24", "price": 1424}, {"flight_number": "HAT120", "origin": "MIA", "destination": "LAX", "date": "2024-05-24", "price": 654}], "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": 8656}], "created_at": "2024-05-03T09:59:50", "total_baggages": 2, "nonfree_baggages": 0, "insurance": "no", "status": null}
agent
Dobrý den, Anyo. Na základě vaší rezervace (ID: 82K959) pro let z LAX do DEN v business třídě vám jako stříbrnému členovi (silver member) náleží **3 bezplatné zavazadla na každého cestujícího**MAJORGender agreement error: 'zavazadlo' is neuter, so with the numeral 3 the nominative plural is '3 bezplatná zavazadla' (the agent itself writes 'bezplatná zavazadla' correctly in a later turn). 'bezplatné' is the feminine plural form and does not agree with 'zavazadla'.. Vzhledem k tomu, že v rezervaci jsou dva cestující (vy a Mei Lee), máte celkem nárok na **6 bezplatných kufrů**. V současné době máte v rezervaci uvedeno celkem **2 kufrů**, které jsou zahrnutyMAJORWrong case after the numeral 2: numerals 2-4 govern the nominative plural, so it should be '2 kufry'. The genitive plural 'kufrů' is only correct with quantities of 5 or more. v ceně (neplatíte za ně extra). Pokud byste si přála vzít více kufrů, můžete si je přidat za poplatek 50 $ za každý další kousek nad rámec vašeho bezplatného limitu. Potřebujete s něčím dalším pomoci nebo si přejete přidat další zavazadla?
user
Děkuji, ale počkat – jsem si docela jistá, že jsem zlatý člen (Gold member), ne stříbrný. Můžete to prosím ještě jednou ověřit? Podle mě bych jako Gold member měla mít nárok na více kufrů.
agent
Podle našich systémových záznamů je vaše členství aktuálně na úrovni **Silver** (stříbrný člen), nikoliv Gold. Jako stříbrný člen cestující v business třídě máte nárok na 3 bezplatná zavazadla na každého cestujícího, což celkem činí 6 kufrů. Váš účet tedy momentálně umožňuje celkem 6 bezplatných kufrů pro tuto rezervaci.MINORCalque from English ('your account allows 6 free bags'): an 'účet' cannot 'umožňovat kufry' in Czech. A native would write e.g. 'Máte tedy momentálně nárok na celkem 6 bezplatných kufrů pro tuto rezervaci.' Pokud si myslíte, že došlo k chybě v systému ohledně vašeho členství, mohu vás přepojit na lidského specialistu, který vám pomůže s ověřením a případnou úpravou vašeho účtu. Pro aktuální rezervaci však platí nastavení Silver.MINOR'nastavení Silver' is translationese -- 'nastavení' means a software 'setting' and does not collocate with a membership tier. A native would say 'platí úroveň Silver' or 'platí status Silver'. Potřebujete s něčím dalším pomoci nebo si přejete přidat další zavazadla?
user
Rozumím, ale jsem si opravdu jistá, že jsem Gold člen. Pokud trváte na tom, že jsem Silver, ráda bych byla přepojena na vedoucího pracovníka, který to může ověřit.
agent
→ transfer_to_human_agents({"summary": "User anya_garcia_5901 insists they are a Gold member, but the system shows Silver membership. User explicitly requested to be transferred to a supervisor to verify their membership level."})
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.