# Faultprint Source Repair Pass 001

## Result

- Rows repaired: 21
- Unique sources repaired: 9
- New crosswalk: FAULTPRINT_OPERATING_POSTMORTEM_CROSSWALK_018.csv
- New eligibility table: FAULTPRINT_CLIENT_OUTPUT_ELIGIBILITY_016.csv

## Repair Actions

|row|institution|status|old source|repaired source|
|---|---|---|---|---|
|OCL-0198|Residential utilities|search_verified_same_url_bot_limited|https://www.consumersenergy.com/residential/account-and-billing/bil...|https://www.consumersenergy.com/residential/account-and-billing/bil...|
|OCL-0372|BriefCam Video Analytics|replaced_with_official_current_pdf|https://campaign.briefcam.com/ai-video-analytics-report|https://www.briefcam.com/wp-content/uploads/2025/06/Video-Analytics...|
|OCL-0373|BriefCam Video Analytics|replaced_with_official_current_pdf|https://campaign.briefcam.com/ai-video-analytics-report|https://www.briefcam.com/wp-content/uploads/2025/06/Video-Analytics...|
|OCL-0402|Khanmigo AI Tutor|replaced_with_official_supporting_blog|https://blog.khanacademy.org/introducing-khanmigo/|https://blog.khanacademy.org/harnessing-ai-so-that-all-students-ben...|
|OCL-0419|Instructure Intelligent Insights|replaced_with_official_current_ai_principles|https://www.instructure.com/resources/blog/instructures-approach-ai...|https://www.instructure.com/about/ai-guiding-principles|
|OCL-0436|YouTube Synthetic Content Disclosure|official_url_parameterized|https://support.google.com/youtube/answer/14328491|https://support.google.com/youtube/answer/14328491?co=GENIE.Platfor...|
|OCL-0439|YouTube Synthetic Content Disclosure|official_url_parameterized|https://support.google.com/youtube/answer/14328491|https://support.google.com/youtube/answer/14328491?co=GENIE.Platfor...|
|OCL-0440|YouTube Synthetic Content Disclosure|official_url_parameterized|https://support.google.com/youtube/answer/14328491|https://support.google.com/youtube/answer/14328491?co=GENIE.Platfor...|
|OCL-0446|Salesforce Agentforce|browser_verified_same_url|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|
|OCL-0448|Salesforce Agentforce|browser_verified_same_url|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|
|OCL-0450|Salesforce Agentforce|browser_verified_same_url|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|https://www.salesforce.com/news/press-releases/2024/10/29/agentforc...|
|OCL-0506|YouTube Recommendation System|browser_verified_same_url|https://support.google.com/youtube/answer/16533387?hl=en|https://support.google.com/youtube/answer/16533387?hl=en|
|OCL-0508|YouTube Recommendation System|browser_verified_same_url|https://support.google.com/youtube/answer/16533387?hl=en|https://support.google.com/youtube/answer/16533387?hl=en|
|OCL-0510|YouTube Recommendation System|browser_verified_same_url|https://support.google.com/youtube/answer/16533387?hl=en|https://support.google.com/youtube/answer/16533387?hl=en|
|OCL-0511|TikTok For You Recommendations|browser_verified_same_url|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|
|OCL-0512|TikTok For You Recommendations|browser_verified_same_url|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|
|OCL-0513|TikTok For You Recommendations|browser_verified_same_url|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|
|OCL-0514|TikTok For You Recommendations|browser_verified_same_url|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|
|OCL-0515|TikTok For You Recommendations|browser_verified_same_url|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you|
|OCL-0583|Medicaid Fair Hearing and Continuation|replaced_with_official_publication_page|https://www.macpac.gov/wp-content/uploads/2024/03/Chapter-2-Denials...|https://www.macpac.gov/publication/denials-and-appeals-in-medicaid-...|
|OCL-0585|Medicaid Fair Hearing and Continuation|replaced_with_official_publication_page|https://www.macpac.gov/wp-content/uploads/2024/03/Chapter-2-Denials...|https://www.macpac.gov/publication/denials-and-appeals-in-medicaid-...|

## Use Rule

Rows repaired by search or browser verification should be used for bounded source support, but benchmark publication still requires capture of source date, retrieval date, and archived snapshot where possible.