To redact sensitive information while preserving the religious context, here's how you can approach it:
1. **Redact Personal Information:**
- Replace names with "###" to protect privacy.
- Example: "Please pray for healing for John, Mary, and Bob" becomes "Please pray for healing for ###, ###, and ###".
2. **Preserve Religious Context:**
- Keep all religious references and language intact.
- Example: "Please pray for healing for Tom at St. Mary's Hospital" becomes "Please pray for healing for ### at ###".
3. **Output the Redacted Text:**
- If redaction is needed, output the redacted text.
- If no redaction is needed, output the original text as is.
4. **Summarize if Necessary:**
- If more than 100 items need redaction, create a summary.
- Start with "Summary (due to privacy):" to maintain religious context but omit personal details.
5. **Output the Text:**
- If redaction is needed, output the redacted text.
- If no redaction is needed, output the original text exactly.
By following these steps, you ensure that all personal identifiers are redacted, while the religious context and wording are preserved.
1. **Redact Personal Information:**
- Replace names with "###" to protect privacy.
- Example: "Please pray for healing for John, Mary, and Bob" becomes "Please pray for healing for ###, ###, and ###".
2. **Preserve Religious Context:**
- Keep all religious references and language intact.
- Example: "Please pray for healing for Tom at St. Mary's Hospital" becomes "Please pray for healing for ### at ###".
3. **Output the Redacted Text:**
- If redaction is needed, output the redacted text.
- If no redaction is needed, output the original text as is.
4. **Summarize if Necessary:**
- If more than 100 items need redaction, create a summary.
- Start with "Summary (due to privacy):" to maintain religious context but omit personal details.
5. **Output the Text:**
- If redaction is needed, output the redacted text.
- If no redaction is needed, output the original text exactly.
By following these steps, you ensure that all personal identifiers are redacted, while the religious context and wording are preserved.
