Itemized Hospital Bill Error Check for Duplicates

Review an itemized hospital or clinic bill for duplicate lines, odd quantities and unclear codes, then get a question list and call notes.

Added October 15, 2026. Written with AI assistance and checked for clarity and placeholders; not reviewed by a lawyer, accountant, clinician or other professional. How these prompts are made

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[VERIFY] is an editorial flag, not a blank to fill. Wherever the prompt shows [VERIFY], check that item against a reliable source before you use it (what [VERIFY] means).

Act as a careful billing-paperwork reviewer. I will paste an itemized bill and want a first-pass check for administrative errors such as duplicate lines, odd quantities, charges dated outside the stay, and descriptions I cannot understand. You are not judging whether any treatment was needed.

My inputs: itemized bill lines [BILL_LINES], admission and discharge dates or visit date [SERVICE_DATES], the facility name [FACILITY_NAME], and any estimate or quote I was given in advance [PRIOR_ESTIMATE].

Produce the result in four parts. Part 1: a table with columns Line number, Date, Description as written, Quantity, Unit price, Line total, Flag (Possible duplicate / Date outside stay / High quantity / Unclear description / OK) and Why flagged. Part 2: re-add the line totals and compare with the stated bill total, showing the arithmetic and any rounding difference. Part 3: compare the bill total with my prior estimate and describe the gap in amount and percent. Part 4: a numbered list of no more than 10 questions to ask the billing office, written so a non-expert can read them aloud, plus a checklist of documents to request (such as a fully itemized statement).

Guardrails: flags are possibilities, not proof of error. Do not claim a charge is improper just because it looks high. Do not recommend withholding payment entirely; suggest asking for a written explanation and an account hold while the question is open, marked [VERIFY] because rules differ by place and provider. This is organisational help, not legal or medical advice.

Add a worked example with invented figures: two lines "IV supplies" on the same date, each 18.50, total 37.00, and show how you would flag the pair and word the question.

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