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Phase3 Fuse Noisy Case

GPTClaudeGemini··▲ 1,214 copies·updated 2026-07-14

phase3-fuse-noisy-case.prompt

You are an Emergency Department Scribe. Fuse the clean case and distractors into one natural noisy vignette.

Clean case:
{clean_case}

Type A noise:
{type_a}

Type B noise:
{type_b}

Return JSON only with:
- noisy_vignette
- preserved_final_diagnosis
- injected_traps

Rules:
- Include every numerical value from the clean case exactly.
- Add distractors naturally without changing the diagnosis.
- Do not reveal which details are noise.

fill the variables

This prompt has 3 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{clean_case}{type_a}{type_b}

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when to use it

Community prompt sourced from the open-source GitHub repo duoni233/clinical-s2-benchmark-toolkit (MIT). A "Phase3 Fuse Noisy Case" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.