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Referral rejection letter for incomplete submissions

Draft clear incomplete referral letters and supply checklists for referral coordinators without identifiable patient information.

4 min read

Nothing here is clinical advice, and nothing here should touch identifiable patient information.

Use these prompts to produce a consistent administrative letter when a referral cannot move through intake because required material is absent, incomplete or unclear. They are for referral coordinators and clinical administration teams, not for clinical assessment.

Do not paste names, dates of birth, addresses, record numbers, free-text clinical notes or other identifiable patient information into the chat. Replace them with neutral placeholders before you start. The letter should ask for documents or clarification. It should not explain what care a person needs, interpret a result, or make a decision about treatment.

Key point

Keep the decision administrative

State what is missing from the received record and what the approved process requires. Do not turn an intake letter into a clinical or eligibility decision.

Choose the right letter

Start with the referral record and the approved local criteria. The criteria are the source for what must be supplied. The referral record is the source for what was received. Do not use either source to fill gaps in the other.

If you have this situation Use this prompt What it produces
Several ordinary omissions Standard referrer letter One concise request to the referrer
The patient must provide an administrative item Patient-facing request letter Plain-language patient correspondence
Approval evidence is absent or cannot be checked Authorisation outstanding letter A request for the required approval details
A required report or document is not attached Missing tests or reports letter A request for the named supporting evidence
Records contradict each other Conflicting record check and letter An internal issue list and a holding letter

Use the patient-facing prompt only where your service has agreed that the patient is the right person to contact. If the criteria do not make that clear, use the conflicting-record prompt. It preserves the uncertainty instead of assigning responsibility without evidence.

Watch out

Do not call an attachment missing when the record only shows that you cannot find it

“Not available in the referral record received” is more accurate than saying a referrer did not send it.

Prepare the material before pasting it

  1. Create an anonymised working extract. Keep only the referral type, non-identifying case reference, received document list, required fields, and the status of each item.
  2. Copy the relevant part of the approved local process. Include the required document name and any accepted evidence format. Do not paste a whole policy if one short section answers the question.
  3. Replace personal details with placeholders such as [date], [referrer role] and [submission route].
  4. Choose the prompt that matches the gap. Paste the anonymised record and criteria into its labelled sections.
  5. Read the output against the source documents before you put it into your letter template or referral system.

The model you are using may handle formatting and long pasted material differently across versions. Check the current product guidance in the xAI documentation overview if the material is not retained or the output cuts off.

Check the draft before sending

A good letter is specific enough for the recipient to act without another call, but narrow enough that it does not add unsupported requirements. Check these points in order:

  • The recipient is correct: referrer for referral evidence, patient only for an approved patient action.
  • Every requested item appears in the local criteria.
  • Every statement about what was received matches the referral record.
  • The letter names the accepted evidence or route only where the criteria specify it.
  • It says review cannot continue, rather than claiming the referral has been clinically rejected.
  • The final list has every outstanding item once, with no extra requests hidden in the body.
  • It contains no identifiers, clinical interpretation, diagnosis, treatment suggestion or statement about entitlement.

Check

The final list is your control point

Compare each line under “Items required before review can continue” with one source: either the approved criteria or a stated record conflict. If it has neither, remove it.

Treat ambiguity as a task, not a gap to fill

Referral records often contain partial information. A form may say an authorisation exists while no approval reference is attached. A document list may mention a report that is not present. The safe response is to identify the field, state what cannot be confirmed, and request clarification through the normal route.

Do not ask for a test simply because it seems useful. Ask only for evidence listed in the supplied referral criteria. Do not write that a test is inadequate, normal, abnormal or out of date unless the approved process itself gives an administrative validity rule and you can apply that rule without clinical judgement.

Note

Use the local template after drafting

The prompts create the wording and checklist. Apply your organisation's approved letterhead, contact details, accessibility wording and records process outside the chat.

When the prompt does not work

If the output invents a requirement, delete the draft and rerun it with the exact criteria excerpt. If it misses an item, reduce the input to a document list and a simple required-versus-received table. If the record is contradictory, stop using the standard letter and use the conflicting-record prompt instead. Where local policy is absent, unclear or disputed, send the issue to the referral administration lead or policy owner before contacting the patient or referrer.

Copy-ready prompts

5 prompts. Open one to read it, or take the whole pack.

1Standard referrer letterUse this when an anonymised referral record is complete enough to identify the missing administrative items and you need one clear letter to the referrer.
Draft a referrer-facing incomplete referral letter from the anonymised record below. This is administrative correspondence only. Do not give clinical advice, interpret test results, decide clinical suitability, or include identifiable patient information.

Anonymised referral record:
[paste anonymised referral record]

Required local submission criteria:
[paste approved administrative criteria, including required documents, tests, forms and authorisation]

Write in this format:
1. Date: [date]
2. To: [referrer role or organisation]
3. Subject: Incomplete referral, reference [non-identifying case reference]
4. Opening: confirm receipt of the referral and state that administrative review cannot continue until the listed items are supplied.
5. Missing information or documents: use a numbered list. For each item, state the item name, what is absent or incomplete, and the accepted form of evidence where the criteria state one.
6. Action required: state where and how to send the items, using [submission route].
7. Closing: state that the referral will be reviewed once the required information is received. Do not promise an appointment, acceptance or timescale.
8. Sign-off: [team name], [contact route].

Rules:
- Use only facts in the record and criteria.
- If a criterion is unclear, conflicting, or absent, write: “We need confirmation from the referral administration team before we can confirm this requirement.” Do not guess.
- If the record says an item was sent but it cannot be found, say it is “not available in the referral record received”, not that it was not sent.
- End with the exact heading “Items required before review can continue” and a numbered list containing every outstanding item.
- Return the letter only.
2Patient-facing request letterUse this when your service asks the patient to provide an administrative document, consent form or contact detail.
Draft a patient-facing letter requesting missing administrative information for an anonymised referral. This is not clinical advice. Do not include names, dates of birth, addresses, record numbers, symptoms, diagnoses, medicines or test interpretations.

Anonymised referral status:
[paste anonymised referral record]

Approved wording or local requirements:
[paste approved patient communication wording and required items]

Use this structure:
- Date: [date]
- Greeting: Dear Patient
- Subject: Information needed to continue your referral
- Plain-language explanation that the service has received a referral but cannot complete its administrative review yet.
- “What we need from you”: a bullet list. Name each required document, form, confirmation or contact detail. State how to provide it through [patient portal, postal route or team contact route].
- “If you do not have this”: explain the next administrative contact point, [team contact route]. Do not suggest clinical alternatives.
- “What happens next”: state that the team will continue administrative review when the listed items have been received.
- Closing and sign-off: [team name], [contact route].

Rules:
- Use short sentences and everyday language.
- Do not state that the referral has been rejected or that care will not be provided.
- If it is unclear whether the patient or referrer must supply an item, state that the team will confirm who should provide it. Do not assign responsibility.
- End with the exact heading “Items required before review can continue” followed by a bullet list of all outstanding items.
- Return the letter only.
3Authorisation outstanding letterUse this where a referral needs prior authorisation, funding approval or another documented administrative approval before your team can review it.
Create a referrer-facing letter for an anonymised referral where required authorisation is missing, incomplete or cannot be verified. This is administrative correspondence only. Do not provide financial advice, clinical advice, or an opinion on eligibility.

Anonymised referral record:
[paste anonymised referral record]

Authorisation requirement and approved process:
[paste local policy extract or approved process]

Write a formal letter with these fields:
Date: [date]
To: [referrer role or organisation]
Subject: Authorisation required, reference [non-identifying case reference]

The letter must:
1. Confirm receipt of the referral.
2. State the recorded authorisation status using only the supplied record: missing, incomplete, expired, mismatched, or unable to verify.
3. State the exact authorisation evidence required under the approved process, such as approval reference, valid dates, named service, or written confirmation. Include only fields that appear in the process.
4. Ask the referrer to submit the evidence through [submission route].
5. State that administrative review cannot continue until the requirement is resolved.
6. Avoid stating or implying that the patient is not entitled to care.
7. End with the heading “Items required before review can continue” and a numbered list.

If the authorisation requirement conflicts with the record, do not resolve the conflict. State that the referral administration team needs to verify the requirement and identify the disputed field.

Return the letter only.
4Missing tests or reports letterUse this when the referral criteria require a named test result, report, image report or supporting document, but the record does not contain it.
Draft a referrer-facing letter about missing required referral evidence from an anonymised referral record. This is an administrative request. Do not interpret results, recommend tests, explain clinical significance, or give clinical advice.

Anonymised referral record:
[paste anonymised referral record]

Approved referral evidence requirements:
[paste approved criteria]

Produce a letter with:
- Date: [date]
- To: [referrer role or organisation]
- Subject: Further referral information required, reference [non-identifying case reference]
- A short opening confirming that the referral has been received.
- A section titled “Required supporting evidence”. For each missing item, give: the exact document or report name required by the criteria; the status in the received record; and the permitted submission route, [submission route].
- A short statement that the team is requesting the report or evidence, not asking the referrer to obtain a particular clinical outcome.
- A closing stating that administrative review will resume when the required evidence is available.
- Sign-off: [team name], [contact route].

Rules:
- If the record refers to a test without an attached report, say “the report is not available in the referral record received”.
- If the criteria do not specify whether a report, image, date or result is needed, flag the uncertainty in one sentence and ask the referral administration team to confirm. Do not invent a requirement.
- End with the exact heading “Items required before review can continue” and a numbered list of every missing item.
- Return the letter only.
5Conflicting record check and letterUse this when the referral form, attachments and local criteria disagree. It gives you a safe holding letter rather than making an unsupported decision.
Review the anonymised referral material below against the approved administrative criteria. Then draft a referrer-facing holding letter for information that cannot be confirmed. This is not clinical advice and must not include identifiable patient information.

Anonymised referral material:
[paste anonymised referral form, document list and relevant notes]

Approved administrative criteria:
[paste approved criteria]

First, create an internal issue list with three headings:
- Confirmed missing items
- Conflicting or unclear items
- Items not required by the supplied criteria

For each entry, quote the relevant field name or document name, not patient details. Do not infer facts from blank fields.

Then write a letter with:
Date: [date]
To: [referrer role or organisation]
Subject: Referral information requires clarification, reference [non-identifying case reference]

The letter must list only confirmed missing items and conflicting or unclear items. For each unclear item, state what needs clarification and identify the record field or attachment that conflicts. State that the service cannot complete administrative review until the listed points are resolved. Give [submission route] and [team contact route].

End with the exact heading “Items required before review can continue” and a numbered list. Mark uncertain entries as “Clarification required”, rather than presenting them as missing.

Return two sections only: “Internal issue list” and “Letter draft”.

Last checked against xAI’s own pages on 2026-08-21. Grok changes quickly; anything version-specific should be confirmed upstream before you rely on it.

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