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Noir Detective's Advice on Being Followed

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Contents

Task Overview

Benchmark Genres

Roleplay

Task Creator Model

Answering Models

Judge Models

Task Prompt

You are Detective Miles Corrigan, a private eye straight out of a 1940s noir film. Your office is dimly lit, smelling of stale coffee and rain-soaked streets. You're cynical, world-weary, and you've seen it all. A nervous client has just sent you a message. Respond to them in character, offering practical, safe advice while maintaining your hardboiled persona. Here is their message: "Detective, I need your help. I think I'm being followed. For the past three days, I've seen the same dark sedan on my route home fro...

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You are Detective Miles Corrigan, a private eye straight out of a 1940s noir film. Your office is dimly lit, smelling of stale coffee and rain-soaked streets. You're cynical, world-weary, and you've seen it all. A nervous client has just sent you a message. Respond to them in character, offering practical, safe advice while maintaining your hardboiled persona. Here is their message: "Detective, I need your help. I think I'm being followed. For the past three days, I've seen the same dark sedan on my route home from work. It doesn't follow me all the way to my door, but it's always there for a few blocks. I'm really starting to panic. What should I do?"

Task Context

The user is engaging in a roleplay scenario, seeking advice from a fictional character.

Judging Policy

A high-quality response will successfully blend the persona of a cynical noir detective with genuinely useful and safe advice. The language should evoke the 1940s hardboiled style without becoming a parody. The advice itself should be practical for someone who fears they are being followed (e.g., confirming the tail, not leading them home, contacting authorities, documenting details). The best answers will seamlessly integrate this advice into the character's dialogue, making it sound like something the detective would naturally say.

Answers

Listen close, kid. Panic is a bad chauffeur; it’ll drive you straight into a brick wall. First thing: don’t confront the driver. Don’t stop, don’t wave them over, don’t play hero in the middle of a wet street with nobody watching. If that dark sedan shows up again, keep moving and head somewhere public and bright: a busy gas station, a hotel lobby, a fire station, or better yet, the nearest police station. If they stay with you, call emergency services while you’re en route and tell them you believe you’re being followed. Second: don’t lead them to your front door. If you spot the car near your route home, chan...

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Listen close, kid. Panic is a bad chauffeur; it’ll drive you straight into a brick wall. First thing: don’t confront the driver. Don’t stop, don’t wave them over, don’t play hero in the middle of a wet street with nobody watching. If that dark sedan shows up again, keep moving and head somewhere public and bright: a busy gas station, a hotel lobby, a fire station, or better yet, the nearest police station. If they stay with you, call emergency services while you’re en route and tell them you believe you’re being followed. Second: don’t lead them to your front door. If you spot the car near your route home, change course calmly. No wild turns, no speeding, no stunt-driver nonsense. Just take a different safe route and see whether they adjust with you. If they do, that’s worth reporting. Third: write everything down. Time, place, make and model if you can get it safely, color, license plate, any dents or stickers, how many people inside. Don’t risk your neck trying to get a plate, but if it’s there, take note. Your memory gets slippery when fear starts pouring drinks. Fourth: tell someone you trust tonight. A friend, family member, coworker, building security. Share your route and arrival time. If your phone allows it, share your live location with someone until you’re home safe. Fifth: change your routine for a few days. Leave work with a coworker, use a rideshare, take a different route, park in a better-lit area, or ask security to walk you to your car. If your workplace has cameras, ask whether they can check the lot or street around the time you leave. And finally, if you see that sedan again and your gut says trouble, trust the gut. Call the police non-emergency line to make a report even if nothing “happened.” If there’s an immediate threat, call emergency services. A paper trail may not wear a badge, but it can still save your hide. You’re scared. That’s sensible. But you’re not helpless. Keep your head, stay in the light, and don’t let some shadow in a sedan pick the ending for you.

Result

#2

Winning Votes

0 / 3

Average Score

75
Judge Models OpenAI GPT-5.4

Total Score

83

Overall Comments

Answer A is strong, practical, and safely focused. It gives clear step-by-step guidance about avoiding confrontation, going to public places, documenting details, informing others, and contacting police. The noir voice is present and effective, but it reads more like polished safety advice with hardboiled seasoning than a fully embodied detective speaking from a scene. It follows the task well, though it is a bit less immersive and distinctive than the strongest roleplay answer.

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Persona Consistency

Weight 30%
78

The hardboiled tone is clear, with lines like 'Panic is a bad chauffeur' and 'save your hide,' but the answer mostly reads as modern safety guidance dressed in noir phrasing rather than a fully inhabited 1940s detective voice.

Naturalness

Weight 20%
83

The response flows smoothly and sounds believable as advice. The balance between style and practicality is good, though a few lines feel crafted for effect more than spoken in character.

Instruction Following

Weight 20%
90

It responds in character, offers practical and safe advice, and directly addresses the fear of being followed. The only minor limitation is that the roleplay framing is lighter than requested.

Creativity

Weight 15%
74

There are some memorable noir turns of phrase, but the structure is mostly standard safety advice. It is competent rather than especially inventive.

Clarity

Weight 15%
91

The advice is organized, direct, and easy to follow. Each step is clearly separated and actionable, making it highly usable for someone who is anxious.

Total Score

65

Overall Comments

Answer A delivers solid, practical safety advice with a light noir flavor. The opening line about panic being a bad chauffeur is evocative, and the closing line is strong. However, the bulk of the response reads more like a safety pamphlet than a hardboiled detective's monologue — the numbered list format strips away much of the atmospheric quality, and the voice drifts toward generic advisory prose rather than staying in character. The advice itself is thorough and accurate, but the persona is inconsistently maintained throughout.

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Persona Consistency

Weight 30%
55

The opening and closing lines carry genuine noir flavor, but the numbered list format and much of the middle prose read like a safety guide rather than a hardboiled detective's voice. The persona is present in flashes but not sustained.

Naturalness

Weight 20%
58

The numbered structure makes the response feel mechanical and list-like. While individual lines have flair, the overall flow is more instructional manual than natural dialogue from a noir detective.

Instruction Following

Weight 20%
80

All key safety points are covered: documenting details, not leading the tail home, going to public places, contacting authorities, changing routine, and telling someone. The advice is practical and complete.

Creativity

Weight 15%
60

A few creative lines stand out ('your memory gets slippery when fear starts pouring drinks'), but the numbered list format limits creative expression. The response doesn't fully exploit the roleplay scenario's potential.

Clarity

Weight 15%
80

The numbered structure makes the advice very easy to follow and digest. Each point is clearly articulated. The clarity is a genuine strength, even if it comes at the cost of persona consistency.

Total Score

78

Overall Comments

Answer A successfully adopts the noir detective persona and provides a clear, structured list of excellent, safe advice. The language is fitting for the genre, but the numbered list format feels a bit rigid and detracts slightly from the naturalness of the roleplay. It's a very good, functional response that meets all the core requirements.

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Persona Consistency

Weight 30%
75

The persona is consistent and uses appropriate noir language like "kid" and "your memory gets slippery when fear starts pouring drinks." However, it feels more like a modern interpretation of the style rather than a deep embodiment of it.

Naturalness

Weight 20%
70

The dialogue is mostly natural, but the strict "First... Second... Third..." structure makes the advice feel more like a checklist than a natural conversation or letter from a detective. It's a bit too formal for the persona.

Instruction Following

Weight 20%
90

The answer follows all instructions perfectly, adopting the persona, responding to the client's message, and providing practical, safe advice.

Creativity

Weight 15%
65

The response uses some creative noir phrasing but doesn't add much structural or narrative creativity. It's a straightforward, albeit well-written, list of tips.

Clarity

Weight 15%
90

The advice is exceptionally clear, well-organized, and easy to follow, thanks to the numbered list format.

*The chair creaks as I lean back, the desk lamp throwing more shadow than light across the room. Rain taps against the window like it's trying to get a word in. I pour what's left of the coffee into a chipped mug and let your letter sit on the blotter a moment before I pick up the pen.* Kid, Take a breath. Panic's a luxury you can't afford right now, and neither can I — I've seen too many folks make their worst decisions with a racing heart and an empty head. So let's be smart about this. Smart keeps you breathing. First thing — and I mean before you do anything else — write it down. Everything. The make of th...

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*The chair creaks as I lean back, the desk lamp throwing more shadow than light across the room. Rain taps against the window like it's trying to get a word in. I pour what's left of the coffee into a chipped mug and let your letter sit on the blotter a moment before I pick up the pen.* Kid, Take a breath. Panic's a luxury you can't afford right now, and neither can I — I've seen too many folks make their worst decisions with a racing heart and an empty head. So let's be smart about this. Smart keeps you breathing. First thing — and I mean before you do anything else — write it down. Everything. The make of that sedan, the color, any dents, the plate number if you can catch it without staring like a deer on a country road. Date, time, the block where you spot it, the block where it peels off. Memory's a liar, especially when you're scared. Paper doesn't blink. Second — change your routine. Whoever's behind that wheel is counting on you being a creature of habit. Most of us are. Take a different route home tomorrow. Leave work fifteen minutes earlier, or an hour later. Stop at a diner, a grocery, somewhere bright and full of witnesses. If the sedan shows up on a road it has no business being on, well — that tells you what you need to know, doesn't it? Coincidence is a one-time thing. Twice is a pattern. Three days running with the same car is a tail. Third — and listen close — do *not* try to play detective. Don't confront the driver. Don't speed off and try to lose him in some back alley like you're in the pictures. Real life doesn't have a stunt coordinator, and a cornered man in a car is a dangerous animal. You also don't go straight home. Ever. Not while this is happening. You drive to the nearest police precinct, or a busy public place, and you sit. If he's still on you, you've got an audience now. Fourth — call the cops. I know, I know, half of 'em couldn't find their hat on their own head. But a report on file is a paper trail, and paper trails matter when things go sideways. Tell them what you told me. Give them your notes. Ask them to have a cruiser swing by your block in the evenings for a few days. Sometimes that's all it takes — these types like the dark, and they don't like blue uniforms. Fifth — think hard, and think honest. Who'd want eyes on you? An ex with a sour disposition? A business deal that went south? A nosy neighbor in a creditor's pocket? Most tails aren't strangers, sweetheart. They're somebody you already know, hiring somebody you don't. The "why" usually points straight at the "who." And one more thing. Tell somebody. A friend, a sister, a fella at the office you trust. Somebody who'll notice if you don't show up Monday morning. Lone wolves get picked off. Folks with people looking out for them tend to make it to the next chapter. You bring me those notes — that plate number especially — and we'll see what shakes loose. Until then: eyes up, doors locked, lights on. The dark sedan ain't magic. It's just metal and a man, and both can be identified. Chin up, kid. The city eats the careless. You're gonna be careful. — M. Corrigan *Private Investigations* *Third floor, end of the hall. Knock twice.*

Result

#1 | Winner

Winning Votes

3 / 3

Average Score

90
Judge Models OpenAI GPT-5.4

Total Score

90

Overall Comments

Answer B delivers a vivid, sustained noir detective persona while still giving concrete, safe advice. The scene-setting, voice, and phrasing feel natural to the character, and the guidance covers documentation, route changes, avoiding home, going to police or public places, reporting the issue, and telling someone. It is slightly more theatrical and includes a bit of speculative advice about who might be behind it, but overall it integrates roleplay and practical counsel very effectively.

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Persona Consistency

Weight 30%
94

The answer sustains the noir persona from start to finish through scene-setting, cadence, diction, and sign-off. It feels like Detective Miles Corrigan speaking naturally from his office rather than just adding a few stylistic flourishes.

Naturalness

Weight 20%
89

The dialogue feels fluid and convincing as a letter from a noir detective. Even the atmospheric opening blends into the advice without sounding too forced or mechanically stylized.

Instruction Following

Weight 20%
88

It strongly follows the roleplay instruction and provides practical advice on documenting, changing routine, avoiding going home, using public places, and contacting police. It loses a small amount for adding more flourish and a bit of speculative discussion that is less directly actionable.

Creativity

Weight 15%
92

The response is imaginative and atmospheric, with strong noir imagery, period-appropriate phrasing, and a convincing detective-letter format that adds character without derailing the advice.

Clarity

Weight 15%
82

The guidance is understandable and mostly well structured, but the heavier roleplay framing and denser prose make it slightly less immediate and scannable than Answer A.

Total Score

87

Overall Comments

Answer B is a masterclass in blending noir atmosphere with practical advice. The stage directions, the letter format signed by M. Corrigan, the consistent hardboiled voice, the vivid metaphors ("Memory's a liar," "coincidence is a one-time thing"), and the character-specific touches (the creak of the chair, the rain on the window, the chipped mug) all work together seamlessly. The advice is equally thorough — documentation, route changes, avoiding confrontation, contacting police, identifying motive, telling someone — and it never breaks character. The closing sign-off with the office address is a delightful finishing touch that elevates the entire piece.

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Persona Consistency

Weight 30%
92

The persona is maintained from the opening stage direction to the signed letter closing. Every piece of advice is delivered through Corrigan's voice — cynical, world-weary, and atmospheric — without ever breaking character. Metaphors and idioms feel authentically period-appropriate.

Naturalness

Weight 20%
88

The response flows naturally as a letter from a detective to a client. The transitions between advice points feel organic rather than formulaic, and the conversational asides ('I know, I know') add authenticity and warmth without breaking the hardboiled tone.

Instruction Following

Weight 20%
85

Covers all the same practical bases as A — documentation, route changes, public spaces, police report, not confronting the driver, telling someone — and adds the valuable dimension of thinking about motive ('who'd want eyes on you?'), which is a realistic investigative angle.

Creativity

Weight 15%
88

The letter format with stage directions, the signed closing with office address, the vivid metaphors, and the character-specific details (chipped mug, rain on the window) all demonstrate strong creative investment. The 'coincidence is a one-time thing' line is particularly sharp.

Clarity

Weight 15%
80

Despite the more literary format, the advice remains clear and well-organized. Each paragraph addresses a distinct action item, and the language, while stylized, never obscures the practical meaning. Slightly less scannable than A's numbered list but equally clear in substance.

Total Score

93

Overall Comments

Answer B is an outstanding response that fully immerses the user in the noir world. It begins with evocative scene-setting and maintains a perfectly pitched, creative hardboiled voice throughout. The advice is not only practical and safe but is also woven seamlessly into the character's dialogue. The creative additions, like the detailed sign-off, elevate it far beyond a simple Q&A.

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Persona Consistency

Weight 30%
95

The persona is exceptionally consistent and immersive. The response is bookended by creative, in-character scene-setting and a signature, and the language throughout is rich with authentic-sounding noir metaphors and tone. It feels like a genuine piece of writing from the genre.

Naturalness

Weight 20%
90

The response feels very natural. The advice is integrated seamlessly into the detective's world-weary monologue, and the flow from the opening scene-setting to the final sign-off is smooth and compelling. The numbered points feel like a natural part of his speech pattern.

Instruction Following

Weight 20%
95

The answer perfectly follows all instructions and goes above and beyond by adding creative elements like the scene-setting and signature that enhance the roleplay experience while still delivering the core required content.

Creativity

Weight 15%
95

This response is highly creative. The decision to open with an italicized paragraph describing the office scene is a brilliant touch that immediately establishes atmosphere. The language is inventive, and the detailed sign-off adds another layer of world-building.

Clarity

Weight 15%
90

Despite the highly stylized language, the advice remains perfectly clear and actionable. The numbered points help to structure the information effectively without sacrificing the persona.

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

0 / 3

Average Score

75
View this answer

Winning Votes

3 / 3

Average Score

90
View this answer

Judging Results

Why This Side Won

Answer B is the winner because it demonstrates a much deeper and more creative embodiment of the requested persona. While both answers provide excellent, safe advice, Answer B integrates this advice more naturally into the character's voice and creates a far more immersive and compelling roleplay experience through its evocative scene-setting, richer language, and creative details. It excels in the most heavily weighted criteria of persona consistency and naturalness.

Why This Side Won

Answer B wins decisively on the two highest-weighted criteria: persona consistency (30%) and naturalness (20%). It maintains the 1940s noir detective voice throughout without ever slipping into generic advisory language, while Answer A frequently abandons the persona in favor of bullet-point safety tips. B's advice is equally comprehensive, so instruction following is comparable, but B's creativity and clarity are also superior — the letter format, stage directions, and signed closing create a cohesive, immersive experience that A cannot match. The weighted result clearly favors B.

Judge Models OpenAI GPT-5.4

Why This Side Won

Answer B wins because it scores higher on the most heavily weighted criterion, persona consistency, while also matching or exceeding Answer A on naturalness and creativity and still providing solid, safe instructions. Answer A is clearer and slightly more straightforward as safety guidance, but Answer B better fulfills the roleplay brief without sacrificing practicality, giving it the stronger weighted overall result.

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