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A Restaurant Manager Responds to a Severe Allergy Request

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Contents

Task Overview

Benchmark Genres

Roleplay

Task Creator Model

Answering Models

Judge Models

Task Prompt

Respond in character as Elena, the restaurant manager, to the customer's message below. Write one natural reply of 130–190 words. Be warm, calm, and direct rather than legalistic. Give practical options, but do not make a safety guarantee or imply that carrying epinephrine makes cross-contact acceptable.

Customer message: “Hi Elena, we booked a table for our anniversary next Friday. I have a life-threatening tree-nut allergy. If I put it in the reservation notes, can you guarantee there won’t be any cross-contact?...

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Respond in character as Elena, the restaurant manager, to the customer's message below. Write one natural reply of 130–190 words. Be warm, calm, and direct rather than legalistic. Give practical options, but do not make a safety guarantee or imply that carrying epinephrine makes cross-contact acceptable.

Customer message: “Hi Elena, we booked a table for our anniversary next Friday. I have a life-threatening tree-nut allergy. If I put it in the reservation notes, can you guarantee there won’t be any cross-contact? We really don’t want to change restaurants, and I carry two EpiPens, so it should be fine, right?”

Task Context

The restaurant is a small bistro with one shared kitchen. Walnuts and almonds are used regularly in pesto, salads, and desserts. Staff can flag an allergy, clean a preparation area, use fresh utensils and gloves, and have the chef discuss menu choices with the guest. However, ingredients and equipment are stored and used in shared spaces, so the restaurant cannot guarantee a tree-nut-free meal. Elena values hospitality but prioritizes honest communication about risk.

Judging Policy

A strong answer stays convincingly in Elena’s role and acknowledges the anniversary and the customer’s concern with empathy. It clearly states that the restaurant cannot guarantee the absence of cross-contact, explains why without sounding evasive, and does not treat epinephrine as a substitute for prevention. It offers useful next steps, such as speaking with the chef in advance, identifying lower-risk menu possibilities, recording the allergy on the reservation, and recognizing that another venue may be the safer...

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A strong answer stays convincingly in Elena’s role and acknowledges the anniversary and the customer’s concern with empathy. It clearly states that the restaurant cannot guarantee the absence of cross-contact, explains why without sounding evasive, and does not treat epinephrine as a substitute for prevention. It offers useful next steps, such as speaking with the chef in advance, identifying lower-risk menu possibilities, recording the allergy on the reservation, and recognizing that another venue may be the safer choice if a guarantee is necessary. The response should avoid medical diagnosis, false reassurance, blame, or cold waiver-style language, while remaining within the requested length.

Answers

Thank you so much for booking with us, and happy early anniversary — we'd love to look after you both next Friday.

I want to be straight with you, because you deserve an honest answer rather than a comfortable one: I can't guarantee a tree-nut-free meal. We're a small bistro with one shared kitchen, and walnuts and almonds are in regular use — pesto, salads, several desserts — with shared storage and equipment. Airborne particles and trace contact are real possibilities here, and carrying EpiPens doesn't change that risk; it's protection after something has already gone wrong.

What we can do is meaningful. Plea...

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Thank you so much for booking with us, and happy early anniversary — we'd love to look after you both next Friday.

I want to be straight with you, because you deserve an honest answer rather than a comfortable one: I can't guarantee a tree-nut-free meal. We're a small bistro with one shared kitchen, and walnuts and almonds are in regular use — pesto, salads, several desserts — with shared storage and equipment. Airborne particles and trace contact are real possibilities here, and carrying EpiPens doesn't change that risk; it's protection after something has already gone wrong.

What we can do is meaningful. Please add the allergy to your notes, and I'll flag it to the whole team. Chef will call you beforehand to walk through the menu and tell you honestly which dishes he's comfortable with. On the night we'll clear and sanitise a dedicated prep area, use fresh gloves, utensils and pans, and run your plates separately.

If that still feels too close to the line, I completely understand — and I'll happily recommend a nut-free kitchen nearby. Either way, you're welcome here.

Result

#1 | Winner

Winning Votes

3 / 3

Average Score

85

Total Score

82

Overall Comments

Answer A is a convincingly in-character, warm yet unflinchingly honest reply. It refuses the guarantee with a concrete explanation, correctly frames EpiPens as post-incident protection rather than a green light, lays out specific practical steps (chef pre-call, reservation flag, dedicated prep, separate plating), and gracefully offers an alternative venue while keeping the guest welcome. Its only minor weaknesses are the slightly speculative 'airborne particles' claim and a density of detail that pushes near the upper word limit.

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Persona Consistency

Weight 30%
85

Answer A sounds like a real, individual manager: first-person voice, personal accountability ('I want to be straight with you'), specific knowledge of her own kitchen (pesto, salads, desserts), and a closing that balances honesty with hospitality. It matches Elena's stated values of warmth plus honest risk communication precisely.

Naturalness

Weight 20%
80

The reply flows conversationally with natural rhythm and varied sentence structure ('happy early anniversary', 'Chef will call you beforehand'). It sounds spoken rather than drafted by a legal team, exactly as the prompt requests.

Instruction Following

Weight 20%
85

Within the 130–190 word range, clearly refuses to guarantee, explains why concretely, explicitly rejects EpiPens as a substitute for prevention ('protection after something has already gone wrong'), offers chef pre-call, reservation flagging, dedicated prep, and acknowledges another venue may be safer. Hits nearly every judging-policy point. Only tiny stretch is the 'airborne particles' claim, which goes slightly beyond the provided context.

Creativity

Weight 15%
75

Distinctive touches elevate it: the honest-versus-comfortable answer framing, the chef phone call before the visit, running plates separately, and offering to recommend a nut-free kitchen nearby. These feel like genuine operational decisions by a specific person.

Clarity

Weight 15%
80

The structure is logical and easy to follow: warm greeting, honest limitation with reasons, concrete actions, respectful exit option. The risk message and the offered steps are unmistakable and never buried.

Total Score

90

Overall Comments

Answer A is an outstanding response that perfectly embodies the requested persona. The tone is warm, direct, and empathetic, striking an ideal balance between hospitality and safety. It follows all instructions flawlessly, including the word count and the nuanced negative constraint about not validating the use of an EpiPen as a safety net. The practical suggestions are specific and helpful, and the offer to recommend a different restaurant demonstrates a genuine commitment to the customer's well-being.

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Persona Consistency

Weight 30%
90

The persona of Elena as a warm, calm, and direct manager is perfectly captured. Phrases like "I want to be straight with you, because you deserve an honest answer rather than a comfortable one" feel authentic and build trust. The persona is consistent throughout.

Naturalness

Weight 20%
90

The dialogue is very natural and flows like a real email from a thoughtful person. The sentence structure is varied and the word choice is conversational yet professional.

Instruction Following

Weight 20%
95

This answer follows all instructions perfectly. It is within the word count, adopts the correct tone, and crucially, it directly addresses and corrects the customer's dangerous assumption about EpiPens, as required by the prompt. It also includes all the positive suggestions from the judging policy.

Creativity

Weight 15%
85

The response shows creativity in its phrasing and structure. Giving specific examples of nut usage (pesto, salads) and offering to recommend a nut-free kitchen are thoughtful, creative touches that go beyond a standard response.

Clarity

Weight 15%
90

The message is exceptionally clear. It states the inability to guarantee safety upfront, explains exactly why (shared kitchen, specific ingredients, airborne particles), and then clearly outlines the precautions that can be taken.

Judge Models OpenAI GPT-5.6

Total Score

82

Overall Comments

Answer A is warm, candid, and convincingly managerial. It acknowledges the anniversary, directly rejects a guarantee, explains the shared-kitchen risk, distinguishes epinephrine from prevention, and offers several practical next steps. Minor weaknesses are that it promises specific procedures beyond the supplied context, such as fresh pans and separately run plates, and mentions airborne particles somewhat broadly.

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Persona Consistency

Weight 30%
84

The reply sounds like an engaged restaurant manager balancing hospitality with honest risk communication. Its anniversary acknowledgment and offer to coordinate with the chef reinforce Elena’s role.

Naturalness

Weight 20%
81

The language is conversational, compassionate, and direct, with natural lines such as wanting to give an honest answer and understanding if the risk is unacceptable.

Instruction Following

Weight 20%
83

It stays within the word limit, clearly denies a guarantee, explains the shared-kitchen issue, rejects EpiPens as risk prevention, and gives practical alternatives. The fresh pans, separately run plates, and broad airborne-particle claim go somewhat beyond the stated context.

Creativity

Weight 15%
74

It turns the supplied facts into a tailored response with memorable but restrained wording, concrete service coordination, and a considerate offer to recommend another kitchen.

Clarity

Weight 15%
85

The central answer appears early and unambiguously, the reason is specific, and the available precautions and safer alternative are organized in a logical sequence.

Dear [Customer Name],

Thank you so much for choosing our bistro for your anniversary celebration! We're delighted to have you join us next Friday.

I understand you have a severe tree-nut allergy, and I want to assure you that we take all allergies very seriously. Our team is trained to handle allergy requests with the utmost care. When you arrive, please remind your server about your allergy, and we will flag it immediately. We can arrange for a fresh preparation area, clean utensils, and dedicated gloves for your meal. Our chef would also be very happy to speak with you directly to discuss menu options that mi...

Show Full Answer

Dear [Customer Name],

Thank you so much for choosing our bistro for your anniversary celebration! We're delighted to have you join us next Friday.

I understand you have a severe tree-nut allergy, and I want to assure you that we take all allergies very seriously. Our team is trained to handle allergy requests with the utmost care. When you arrive, please remind your server about your allergy, and we will flag it immediately. We can arrange for a fresh preparation area, clean utensils, and dedicated gloves for your meal. Our chef would also be very happy to speak with you directly to discuss menu options that minimize risk.

While we will take every precaution to prevent cross-contact, please be aware that our kitchen is small and shares equipment and ingredients. Therefore, we cannot offer an absolute guarantee of a completely tree-nut-free environment. We want to be transparent about this so you can make the best decision for your comfort and safety. Carrying your EpiPens is a wise precaution, and we will do everything within our capabilities to ensure a safe and enjoyable dining experience for you.

Result

#2

Winning Votes

0 / 3

Average Score

58

Total Score

52

Overall Comments

Answer B covers the essential facts, including the inability to guarantee a nut-free environment, and lists reasonable precautions. However, it fails the roleplay premise with a '[Customer Name]' placeholder and a corporate letter format, buries the risk disclosure between two layers of reassurance, calls the EpiPens a 'wise precaution' without correcting the customer's implied logic, omits any suggestion that another venue might be safer, and shows little genuine warmth about the anniversary. It is serviceable but templated and tonally off-brief.

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Persona Consistency

Weight 30%
50

Answer B reads like a corporate template rather than Elena. The '[Customer Name]' placeholder breaks the roleplay entirely, and phrases like 'we take all allergies very seriously' and 'utmost care' feel institutional. The closing line about ensuring 'a safe and enjoyable dining experience' drifts toward reassurance language Elena is meant to avoid.

Naturalness

Weight 20%
50

The letter-style opening with a bracketed placeholder, formal salutation, and stock hospitality phrasing ('We're delighted to have you join us') make it feel like a form response. The prose is grammatical but stiff, with a customer-service-script cadence rather than genuine dialogue.

Instruction Following

Weight 20%
55

It does state no absolute guarantee and describes precautions, but it undercuts key requirements: 'Carrying your EpiPens is a wise precaution' paired with 'we will do everything... to ensure a safe... dining experience' softens the risk message and edges toward false reassurance. It never acknowledges the anniversary emotionally beyond one line, never suggests another venue could be the safer choice, tells the guest to remind the server on arrival instead of confirming reservation-note flagging, and the placeholder violates the 'natural reply' instruction.

Creativity

Weight 15%
40

The content is generic boilerplate found in most restaurant allergy responses, with no memorable phrasing, no personal detail, and no imaginative next steps beyond the standard precaution list. It reads as a safe, templated output.

Clarity

Weight 15%
65

Sentences are clear individually, but the message sequencing weakens the core point: heavy reassurance comes first and the no-guarantee disclosure is sandwiched before another reassuring close, which muddies what the customer should actually take away about risk.

Total Score

62

Overall Comments

Answer B is a competent but flawed response. While it follows the basic structure of the request, it fails on a critical instruction: how to handle the customer's comment about their EpiPens. Instead of correcting the customer's risky assumption, it offers reassurance that could be misinterpreted, which goes directly against the prompt's safety-oriented guidelines. The tone is also more generic and corporate than Answer A's, and it misses the opportunity to suggest an alternative venue, making it feel less personal and less concerned with the customer's ultimate safety.

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Persona Consistency

Weight 30%
65

The persona is acceptable but feels more like a generic corporate customer service template than a manager of a small bistro. The language is professional but lacks the personal, direct touch that Answer A achieves.

Naturalness

Weight 20%
70

The response is mostly natural, but some phrasing like "Therefore, we cannot offer an absolute guarantee" sounds a bit stiff and formal. The inclusion of the placeholder "[Customer Name]" also detracts from the naturalness.

Instruction Following

Weight 20%
40

This answer fails a key negative constraint. The prompt explicitly states "do not... imply that carrying epinephrine makes cross-contact acceptable." This answer's line, "Carrying your EpiPens is a wise precaution, and we will do everything... to ensure a safe... experience," does exactly that, offering reassurance linked to the EpiPen rather than correcting the misconception. This is a major flaw.

Creativity

Weight 15%
60

The response is not very creative; it follows a standard, predictable template for handling allergy requests. It provides the necessary information but does so without any unique or particularly thoughtful elements.

Clarity

Weight 15%
75

The response is clear in its main points, such as the inability to provide a guarantee. However, it is less specific than Answer A about the sources of risk, simply mentioning a "small" kitchen that "shares equipment and ingredients."

Judge Models OpenAI GPT-5.6

Total Score

59

Overall Comments

Answer B is courteous, within the requested length, and clearly states that an absolute guarantee is impossible. It also offers preparation precautions and a chef conversation. However, the placeholder salutation and corporate phrasing feel templated, while calling EpiPens a wise precaution and promising to ensure a safe meal weakens the required message that epinephrine is not a substitute for preventing exposure.

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Persona Consistency

Weight 30%
61

The response is appropriately courteous and managerial, but generic claims about training and utmost care, along with the placeholder salutation, make Elena feel less like a specific, authentic manager.

Naturalness

Weight 20%
57

The prose is readable but frequently sounds like a formal customer-service template. Phrases such as utmost care, absolute guarantee, and within our capabilities create the legalistic tone the prompt asked to avoid.

Instruction Following

Weight 20%
56

It meets the length requirement and communicates that cross-contact cannot be ruled out. However, describing EpiPens as a wise precaution and saying the restaurant will ensure a safe meal undercuts the explicit safety constraint, and it does not recognize another venue as the safer choice if a guarantee is essential.

Creativity

Weight 15%
48

It includes the main expected precautions but largely follows a standard allergy-response template and adds little individualized phrasing beyond the anniversary greeting.

Clarity

Weight 15%
72

The inability to guarantee a nut-free environment is stated clearly, and the precautions are understandable. Clarity is reduced by the conflicting closing reassurance that the restaurant will ensure safety despite having just disclaimed that ability.

Comparison Summary

Final rank order is determined by judge-wise rank aggregation (average rank + Borda tie-break). Average score is shown for reference.

Judges: 3

Winning Votes

3 / 3

Average Score

85
View this answer

Winning Votes

0 / 3

Average Score

58
View this answer

Judging Results

Judge Models OpenAI GPT-5.6

Why This Side Won

Answer A wins because it more fully embodies Elena’s warm but safety-first role and handles the central epinephrine issue correctly. It is more direct and natural, provides stronger practical options, and avoids Answer B’s potentially misleading reassurance about ensuring safety in a shared kitchen.

Why This Side Won

Answer A is the clear winner because it demonstrates a superior understanding of the task's nuances, particularly regarding safety and tone. It perfectly executes the difficult instruction to be direct about risks without sounding legalistic, and its handling of the customer's comment about EpiPens is exemplary. Answer B fails on this crucial point, providing a response that could be seen as false reassurance, which the prompt specifically warns against. Answer A's persona is more convincing, its language more natural, and its overall message more responsible, making it a much stronger submission.

Why This Side Won

Answer A wins decisively on the weighted result. It scores substantially higher on persona consistency (weight 30), the heaviest criterion, where B's placeholder and corporate tone are serious failures, and it also leads clearly on naturalness and instruction following (each weight 20) by directly correcting the EpiPen misconception and offering an alternative venue as the judging policy requires. A additionally wins creativity and clarity, so it dominates on every criterion, making the weighted outcome unambiguous.

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