Challenge :     Batch disposition for commercial distribution by Quality unit by reviewing and approving the   COC and COA for Quality attributes is very important to comply with existing regulatory   requirements and Considering patent safety .     Because of the high volume of pharmaceutical products being manufactured and   commercialized by the firm it ’s a big challenge and time - consuming . Few factors involved in the   Problem are some of the Quality attributes are either outside the allowable limit or close to the   specification limit and human need to review each and every line to identify these .        Selection :     Cross - functional team ( CFT ) brainstormed about the challenge and selected the mind mapping   Design tool technique , because of Human involvement and not having enough thoughts about   the problem , to explore the innovative and creative insights about the issue .     Application     Based on multiple discussions and by utilizing the tools mentioned above , the team arrived to   automate the COC / COA review process , so that the bot can review and provide output for which   the results for Quality attributes are either outside or close to the spec limit .       Insight :   Great insights were observed , and significant contributors in relates to the SLA ’s for bath   release and data review factors were identified , based on the ethnography mind map analysis ,   Having an IOT device with real - time review of COC / COA will be helpful     Approach :     Even though ethnography and mind map tools provide great insights and helped to identify the   Significant contributors and solutions about the challenge , review of COAs by humans provide   even more insights and confidence about the problem . 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: Challenge :     Batch disposition for commercial distribution by Quality unit by reviewing and approving the   COC and COA for Quality attributes is very important to comply with existing regulatory   requirements and Considering patent safety .     Because of the high volume of pharmaceutical products being manufactured and   commercialized by the firm it ’s a big challenge and time - consuming . Few factors involved in the   Problem are some of the Quality attributes are either outside the allowable limit or close to the   specification limit and human need to review each and every line to identify these .        Selection :     Cross - functional team ( CFT ) brainstormed about the challenge and selected the mind mapping   Design tool technique , because of Human involvement and not having enough thoughts about   the problem , to explore the innovative and creative insights about the issue .     Application     Based on multiple discussions and by utilizing the tools mentioned above , the team arrived to   automate the COC / COA review process , so that the bot can review and provide output for which   the results for Quality attributes are either outside or close to the spec limit .       Insight :   Great insights were observed , and significant contributors in relates to the SLA ’s for bath   release and data review factors were identified , based on the ethnography mind map analysis ,   Having an IOT device with real - time review of COC / COA will be helpful     Approach :     Even though ethnography and mind map tools provide great insights and helped to identify the   Significant contributors and solutions about the challenge , review of COAs by humans provide   even more insights and confidence about the problem .
### Output: 