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dataset_test.json

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+[
+  {
+    "query": "Can I find people in Germany with my degree?",
+    "output": {
+      "country": "Germany",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Who all from m tech are at Nvidia Graphics Pvt Ltd?",
+    "output": {
+      "degree": "M Tech",
+      "company": "Nvidia Graphics Pvt Ltd"
+    }
+  },
+  {
+    "query": "List people from my graduating class batch at Accenture",
+    "output": {
+      "batch": "<user_data>",
+      "company": "Accenture"
+    }
+  },
+  {
+    "query": "List alumni who did CSE(AI&ML) working at Freshworks",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Freshworks"
+    }
+  },
+  {
+    "query": "Show me graduates from 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Give me ai and ml alumni in my country working at HCL Technologies",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "HCL Technologies",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who all are in F5 NETWORKS?",
+    "output": {
+      "company": "F5 NETWORKS"
+    }
+  },
+  {
+    "query": "Show me ppl in data science from Hyderabad",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List alumni residing in Bangalore, my country.",
+    "output": {
+      "city": "Bangalore",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Who all are in Qualcomm?",
+    "output": {
+      "company": "Qualcomm"
+    }
+  },
+  {
+    "query": "Can you list alumni with B Tech from 2016 in my location?",
+    "output": {
+      "batch": "2016",
+      "degree": "B Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show graduates from the class of 2015.",
+    "output": {
+      "batch": "2015"
+    }
+  },
+  {
+    "query": "Who are the folks at Mastek?",
+    "output": {
+      "company": "Mastek"
+    }
+  },
+  {
+    "query": "Are there people from it in Berlin who work at AMD?",
+    "output": {
+      "branch": "IT",
+      "company": "AMD",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find people with a master qualification.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "List masters holders working with Comcast.",
+    "output": {
+      "degree": "M Tech",
+      "company": "Comcast"
+    }
+  },
+  {
+    "query": "List students who studied ai and ml.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Need list of grads in cse ds from my graduating class at Audintel",
+    "output": {
+      "batch": "<user_data>",
+      "branch": "CSE(DS)",
+      "company": "Audintel"
+    }
+  },
+  {
+    "query": "List cse(ai&ml) graduates from my batch batch employed at Comcast",
+    "output": {
+      "batch": "<user_data>",
+      "branch": "CSE(AI&ML)",
+      "company": "Comcast"
+    }
+  },
+  {
+    "query": "List ppl from AI and ML in Chennai",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find people with m tech in London from 2020 batch",
+    "output": {
+      "batch": "2020",
+      "degree": "M Tech",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Any grads in Polaris Consulting & Services?",
+    "output": {
+      "company": "Polaris Consulting & Services"
+    }
+  },
+  {
+    "query": "Give me people from 2018 in ds who are in Kolkata",
+    "output": {
+      "batch": "2018",
+      "branch": "CSE(DS)",
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Need contacts in my location.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any passouts from 2015?",
+    "output": {
+      "batch": "2015"
+    }
+  },
+  {
+    "query": "Who are the M Tech grads living in Kolkata?",
+    "output": {
+      "degree": "M Tech",
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Could you find people from cse ds for me?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Any grads with my degree in my city?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me grads from our college in Kolkata.",
+    "output": {
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any grads at Qualcomm?",
+    "output": {
+      "company": "Qualcomm"
+    }
+  },
+  {
+    "query": "Find folks with my background in India.",
+    "output": {
+      "country": "India"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "May I have information on people working at HCL Technologies?",
+    "output": {
+      "company": "HCL Technologies"
+    }
+  },
+  {
+    "query": "I am seeking alumni from my branch, can you assist?",
+    "output": {
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni from 2018 who are in Pune.",
+    "output": {
+      "batch": "2018",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List alumni who finished in 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Who are the ppl in cse(ai&ml) around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Would you kindly show me graduates residing in my city?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find m tech alumni from cse ds in near me at Firstsource Solutions",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)",
+      "company": "Firstsource Solutions",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Tell me the people in Chennai who graduated with masters in CSE(DS)",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Anyone settled in Tokyo?",
+    "output": {
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Give me alumni with my degree from 2017 in Bangalore",
+    "output": {
+      "batch": "2017",
+      "degree": "<user_data>",
+      "city": "Bangalore",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find folks located in around me.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni from Goldman Sachs working in Berlin",
+    "output": {
+      "company": "Goldman Sachs",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Who are the data science alumni in USA working for Medplus?",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "Medplus",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Who is in USA?",
+    "output": {
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Looking for people like me in cse(ai&ml).",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me ppl in cse(ai&ml) from around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Anyone from ai ml stream?",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Anyone here from my college?",
+    "output": {}
+  },
+  {
+    "query": "Show me grads from my city working in USA.",
+    "output": {
+      "country": "<user_data>",
+      "city": "<user_data>"
+    }
+  },
+  {
+    "query": "Tell me which master alumni are working at Medplus in London",
+    "output": {
+      "degree": "M Tech",
+      "company": "Medplus",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Need to find folks from my batch, any ideas?",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Tell me about my degree grads from 2015 living in UK",
+    "output": {
+      "batch": "2015",
+      "degree": "<user_data>",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Any bachelors alumni based in USA?",
+    "output": {
+      "degree": "B Tech",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me contacts from my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List people from my department.",
+    "output": {}
+  },
+  {
+    "query": "Any alumni based in UK?",
+    "output": {
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Can you display M Tech graduates from Data Science in UK?",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Looking for grads in Germany.",
+    "output": {
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Would you kindly show me graduates residing in Tokyo?",
+    "output": {
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Are there B Tech alumni in my location from 2019 batch?",
+    "output": {
+      "batch": "2019",
+      "degree": "B Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any graduates living in New York, my country?",
+    "output": {
+      "city": "New York",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me names of alumni in Japan.",
+    "output": {
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Give me details of people from 2019 batch at Teleparadigm networke in Germany",
+    "output": {
+      "batch": "2019",
+      "company": "Teleparadigm networke",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Any passouts around me?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni who completed a master.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Show me people from 2018 batch with masters in Mumbai",
+    "output": {
+      "batch": "2018",
+      "degree": "M Tech",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "I would like to find alumni from my batch batch.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni in data science around me",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Are there folks from my 2020 batch at Innominds in my city?",
+    "output": {
+      "batch": "2020",
+      "company": "Innominds",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List B Tech holders in Germany.",
+    "output": {
+      "degree": "B Tech",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find my batchmates.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show people from cse in my batch batch located in Delhi",
+    "output": {
+      "batch": "<user_data>",
+      "branch": "CSE",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Get me the grads in New York at DBS Tech India.",
+    "output": {
+      "company": "DBS Tech India",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Show me the people connected to our college.",
+    "output": {}
+  },
+  {
+    "query": "Find classmates from my graduating class.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me mtech grads from 2016 batch in Kolkata at Birlasoft",
+    "output": {
+      "batch": "2016",
+      "degree": "M Tech",
+      "company": "Birlasoft",
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Give me grads in IT in Chennai",
+    "output": {
+      "branch": "IT",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find master graduates in cse(ai&ml) from 2016 batch working at DBS Tech India in Berlin, USA",
+    "output": {
+      "batch": "2016",
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)",
+      "company": "DBS Tech India",
+      "city": "Berlin",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Display folks from my batch who are in the same city as me and are into CSE(DS)",
+    "output": {
+      "branch": "CSE(DS)",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "List people from my branch working at Goldman Sachs.",
+    "output": {
+      "company": "Goldman Sachs",
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the folks at Zensar Technologies?",
+    "output": {
+      "company": "Zensar Technologies"
+    }
+  },
+  {
+    "query": "Who are the bachelors holders from my branch in 2018 batch working for HCL Technologies in New York, India",
+    "output": {
+      "batch": "2018",
+      "degree": "B Tech",
+      "branch": "<user_data>",
+      "company": "HCL Technologies",
+      "city": "New York",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the folks in CSE from 2017 living in India?",
+    "output": {
+      "batch": "2017",
+      "branch": "CSE",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List bachelor holders in UK.",
+    "output": {
+      "degree": "B Tech",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Display folks in cse(ai&ml) from 2015 batch working in USA",
+    "output": {
+      "batch": "2015",
+      "branch": "CSE(AI&ML)",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Supply contacts of CSE(AI&ML) alumni.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me ppl doing b tech in cse(ai&ml) around me",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni from 2015 in my location who are into masters",
+    "output": {
+      "batch": "2015",
+      "degree": "M Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List ppl from cse ds in Pune",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Tell me about alumni from 2015 batch in near me with b tech",
+    "output": {
+      "batch": "2015",
+      "degree": "B Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me the 2019 batch graduates.",
+    "output": {
+      "batch": "2019"
+    }
+  },
+  {
+    "query": "Any passouts of 2016?",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Any alumni based in my city?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find my classmates in near me.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Need contacts of M Tech holders in Pune.",
+    "output": {
+      "degree": "M Tech",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List ppl who did ai ml from mtech",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Get me ppl in ai from 2020",
+    "output": {
+      "batch": "2020",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me alumni who completed a phd.",
+    "output": {
+      "degree": "PhD"
+    }
+  },
+  {
+    "query": "Get me names of alumni in Berlin.",
+    "output": {
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Show me m tech graduates in near me.",
+    "output": {
+      "degree": "M Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List people from my branch working at Wipro.",
+    "output": {
+      "company": "Wipro",
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "List ppl who did CSE(DS) from master",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Is anyone from my batch working at L&T Technology Services?",
+    "output": {
+      "company": "L&T Technology Services",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the AI and ML graduates in around me working at Micron?",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Micron",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me b tech grads from ds in 2020 batch",
+    "output": {
+      "batch": "2020",
+      "degree": "B Tech",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Who are the folks in cse ds from 2018 living in Germany?",
+    "output": {
+      "batch": "2018",
+      "branch": "CSE(DS)",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Looking for grads with a background in AI and ML.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Who are the folks in cse ai ml from my batch in Germany?",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "country": "Germany",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Any passouts from 2020?",
+    "output": {
+      "batch": "2020"
+    }
+  },
+  {
+    "query": "Any grads at DBS Tech India?",
+    "output": {
+      "company": "DBS Tech India"
+    }
+  },
+  {
+    "query": "Find alumni who majored in cse(ai&ml).",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me alumni with phd from data science in Germany",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(DS)",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Need alumni from cse ai ml in London",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Get me names of alumni in London.",
+    "output": {
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Show me grads from it working in Hyderabad",
+    "output": {
+      "branch": "IT",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List ppl from ai and ml in Pune",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Anyone from the year my graduating class?",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "May I have information on people working at DAZN?",
+    "output": {
+      "company": "DAZN"
+    }
+  },
+  {
+    "query": "Find grads who did m tech in it in my location",
+    "output": {
+      "degree": "M Tech",
+      "branch": "IT",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find my classmates in my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List people from my department.",
+    "output": {}
+  },
+  {
+    "query": "Can you find folks from cse(ai&ml) in Japan working at Nvidia Graphics Pvt Ltd?",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Nvidia Graphics Pvt Ltd",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "List graduates residing in my country.",
+    "output": {
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me names of alumni at Dynata.",
+    "output": {
+      "company": "Dynata"
+    }
+  },
+  {
+    "query": "Are there alumni with PhD in Tokyo working at Sasken Technologies?",
+    "output": {
+      "degree": "PhD",
+      "company": "Sasken Technologies",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Give me cse alumni in USA working at Prudential Financial",
+    "output": {
+      "branch": "CSE",
+      "company": "Prudential Financial",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Anyone from cse ds stream?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Show me my degree graduates from 2016 batch",
+    "output": {
+      "batch": "2016",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni in cse(ai&ml) around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the folks in data science from 2016 living in UK?",
+    "output": {
+      "batch": "2016",
+      "branch": "CSE(DS)",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "List folks at my company from 2020.",
+    "output": {
+      "batch": "2020",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni in CSE(DS) around me",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find grads who did m tech in ds in Tokyo",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Who all are there in Pune from our college?",
+    "output": {
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Locate people from UK who graduated from our college.",
+    "output": {
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Need names of phd grads at L&T Technology Services.",
+    "output": {
+      "degree": "PhD",
+      "company": "L&T Technology Services"
+    }
+  },
+  {
+    "query": "Who are the folks at Punjab National Bank?",
+    "output": {
+      "company": "Punjab National Bank"
+    }
+  },
+  {
+    "query": "Any my degree alumni based in my country?",
+    "output": {
+      "degree": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the folks in ds from my batch living in Japan?",
+    "output": {
+      "batch": "<user_data>",
+      "branch": "CSE(DS)",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Who are the cse(ai&ml) alumni in UK working for Wipro?",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Wipro",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Need list of ppl in CSE(AI&ML) from 2020 in Tokyo",
+    "output": {
+      "batch": "2020",
+      "branch": "CSE(AI&ML)",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "List bachelor holders in Germany.",
+    "output": {
+      "degree": "B Tech",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find people with a bachelors qualification.",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "List the folks from CSE in Germany employed by DarwinBox",
+    "output": {
+      "branch": "CSE",
+      "company": "DarwinBox",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Looking for people in Berlin.",
+    "output": {
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Need info on alumni from 2018 batch with bachelors.",
+    "output": {
+      "batch": "2018",
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Get me contacts from my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Need alumni from AI and ML in Mumbai",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find my classmates in Delhi.",
+    "output": {
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Need alumni from ai in my location",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the people from my batch at HCL Technologies?",
+    "output": {
+      "company": "HCL Technologies",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Need list of ppl in it from 2016 in Kolkata",
+    "output": {
+      "batch": "2016",
+      "branch": "IT",
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Are there phd alumni in London from 2020 batch?",
+    "output": {
+      "batch": "2020",
+      "degree": "PhD",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Who are the ppl doing IT from masters",
+    "output": {
+      "degree": "M Tech",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Find people with a bachelors qualification.",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Are there alumni with mtech in near me working at Qualcomm?",
+    "output": {
+      "degree": "M Tech",
+      "company": "Qualcomm",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show alumni from Oracle Financial Services Software based in my country",
+    "output": {
+      "company": "Oracle Financial Services Software",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni working for Sriven Solutions based in USA.",
+    "output": {
+      "company": "Sriven Solutions",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Is anyone from my batch working at Tata Elxsi?",
+    "output": {
+      "company": "Tata Elxsi",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find people with my degree in Pune from 2020 batch",
+    "output": {
+      "batch": "2020",
+      "degree": "<user_data>",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the folks based in Tokyo, UK?",
+    "output": {
+      "city": "Tokyo",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Who are the folks at Netcracker Technology based in New York?",
+    "output": {
+      "company": "Netcracker Technology",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Who all are in my company?",
+    "output": {
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Find folks at my company from my batch.",
+    "output": {
+      "batch": "<user_data>",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the people from 2016?",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Looking for employees at Goldman Sachs.",
+    "output": {
+      "company": "Goldman Sachs"
+    }
+  },
+  {
+    "query": "Show me profiles of my branch graduates.",
+    "output": {
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me ppl in CSE(AI&ML) from London",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Get me profiles of phd grads.",
+    "output": {
+      "degree": "PhD"
+    }
+  },
+  {
+    "query": "Who are the folks in my branch from my batch in Japan?",
+    "output": {
+      "branch": "<user_data>",
+      "country": "Japan",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the ppl doing CSE from master",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE"
+    }
+  },
+  {
+    "query": "List all bachelor grads in Mumbai who work for Wipro",
+    "output": {
+      "degree": "B Tech",
+      "company": "Wipro",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show people from ai in 2016 batch located in Delhi",
+    "output": {
+      "batch": "2016",
+      "branch": "CSE(AI&ML)",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the mtech holders?",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Find grads who did m tech in IT in near me",
+    "output": {
+      "degree": "M Tech",
+      "branch": "IT",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me masters grads living in USA.",
+    "output": {
+      "degree": "M Tech",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Who holds a mtech degree?",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Looking for people like me in ai.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Can you list people from ds in 2018 batch located in near me?",
+    "output": {
+      "batch": "2018",
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the alumni?",
+    "output": {}
+  },
+  {
+    "query": "Show me grads from my city working in UK.",
+    "output": {
+      "country": "<user_data>",
+      "city": "<user_data>"
+    }
+  },
+  {
+    "query": "Find folks with my background in USA.",
+    "output": {
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Any alumni employed by QUADRANT IT SERVICES located in my city?",
+    "output": {
+      "company": "QUADRANT IT SERVICES",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who from my batch is in Quess Corp?",
+    "output": {
+      "company": "Quess Corp",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find folks located in Hyderabad.",
+    "output": {
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the bachelor holders from my branch in 2018 batch working for Punjab National Bank in Tokyo, my country",
+    "output": {
+      "batch": "2018",
+      "degree": "B Tech",
+      "branch": "<user_data>",
+      "company": "Punjab National Bank",
+      "city": "Tokyo",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find folks from CSE in New York with my degree working at Audintel",
+    "output": {
+      "degree": "<user_data>",
+      "branch": "CSE",
+      "company": "Audintel",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Looking for colleagues at my company.",
+    "output": {
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Need list of ppl in AI and ML working at NIIT Technologies",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "NIIT Technologies"
+    }
+  },
+  {
+    "query": "List the graduates who completed mtech in my batch.",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Can you find folks from data science in Germany working at KPIT Technologies?",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "KPIT Technologies",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Anyone with my specialization at Info Edge (India) Ltd?",
+    "output": {
+      "company": "Info Edge (India) Ltd"
+    }
+  },
+  {
+    "query": "Who all from phd are at Sigmoid?",
+    "output": {
+      "degree": "PhD",
+      "company": "Sigmoid"
+    }
+  },
+  {
+    "query": "Show me graduates from my batch.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find alumni who majored in ai and ml.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "I wish to see who graduated in 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "I'd like to know about b tech holders in USA working for Wipro",
+    "output": {
+      "degree": "B Tech",
+      "company": "Wipro",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Who are the people from 2018?",
+    "output": {
+      "batch": "2018"
+    }
+  },
+  {
+    "query": "Show alumni from 2015 batch with master in IT employed by Goldman Sachs located in my location, USA",
+    "output": {
+      "batch": "2015",
+      "degree": "M Tech",
+      "branch": "IT",
+      "company": "Goldman Sachs",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the B Tech students in CSE at Zensar Technologies?",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE",
+      "company": "Zensar Technologies"
+    }
+  },
+  {
+    "query": "Get me contacts from my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni working for Larsen & Toubro Infotech (LTI) based in Germany.",
+    "output": {
+      "company": "Larsen & Toubro Infotech (LTI)",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "List 2017 graduates working at Prudential Financial.",
+    "output": {
+      "batch": "2017",
+      "company": "Prudential Financial"
+    }
+  },
+  {
+    "query": "Give me a list of bachelor grads from CSE(AI&ML) working at RealPage",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE(AI&ML)",
+      "company": "RealPage"
+    }
+  },
+  {
+    "query": "Who are the b tech grads living in Kolkata?",
+    "output": {
+      "degree": "B Tech",
+      "city": "Kolkata",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List alumni from 2019 batch in USA with masters",
+    "output": {
+      "batch": "2019",
+      "degree": "M Tech",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Give me grads in IT in Pune",
+    "output": {
+      "branch": "IT",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any passouts around me?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me the list of people in India with my degree.",
+    "output": {
+      "country": "India",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Find mtech graduates in my branch from 2018 batch working at F5 NETWORKS in Berlin, Germany",
+    "output": {
+      "batch": "2018",
+      "degree": "M Tech",
+      "branch": "<user_data>",
+      "company": "F5 NETWORKS",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Are there alumni from 2020 living in Japan?",
+    "output": {
+      "batch": "2020",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "List graduates residing in USA.",
+    "output": {
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Please show me the alumni in Pune area.",
+    "output": {
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Need contacts in Japan.",
+    "output": {
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Who are the m tech holders from Data Science in 2018 batch working for HCL Technologies in Kolkata, my country",
+    "output": {
+      "batch": "2018",
+      "degree": "M Tech",
+      "branch": "CSE(DS)",
+      "company": "HCL Technologies",
+      "city": "Kolkata",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "I am interested in connecting with grads at L&T Technology Services.",
+    "output": {
+      "company": "L&T Technology Services"
+    }
+  },
+  {
+    "query": "Who are the experts in ds?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Who's around me from college days?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me phd grads from 2016 batch in Hyderabad at Mastek",
+    "output": {
+      "batch": "2016",
+      "degree": "PhD",
+      "company": "Mastek",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Give me ppl in ai",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Give me grads in CSE(DS) at My Company in Chennai",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "<user_data>",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any passouts around me?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the alumni?",
+    "output": {}
+  },
+  {
+    "query": "List all graduates.",
+    "output": {}
+  },
+  {
+    "query": "Looking for grads with a background in my branch.",
+    "output": {
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni at Optum yaar.",
+    "output": {
+      "company": "Optum"
+    }
+  },
+  {
+    "query": "Show me folks from my city working in Mastek.",
+    "output": {
+      "company": "Mastek",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the folks at NCR Voyix?",
+    "output": {
+      "company": "NCR Voyix"
+    }
+  },
+  {
+    "query": "Find grads who did CSE from bachelor",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE"
+    }
+  },
+  {
+    "query": "Anyone from our college at Hexaware Technologies?",
+    "output": {
+      "company": "Hexaware Technologies"
+    }
+  },
+  {
+    "query": "Who are the m tech graduates from CSE(AI&ML) in 2019 batch at AMD in my city?",
+    "output": {
+      "batch": "2019",
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)",
+      "company": "AMD",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Do you have info on m tech grads in CSE(AI&ML)?",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me alumni from 2017 who are in Mumbai.",
+    "output": {
+      "batch": "2017",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show me people from 2017 batch working at GSPANN TECHNOLOGIES in Delhi",
+    "output": {
+      "batch": "2017",
+      "company": "GSPANN TECHNOLOGIES",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List people living in Delhi.",
+    "output": {
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Display folks from my batch who are in the same city as me and are into it",
+    "output": {
+      "branch": "IT",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Is anyone from my batch working at Accenture?",
+    "output": {
+      "company": "Accenture",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me cse alumni in Pune working at Netcracker Technology",
+    "output": {
+      "branch": "CSE",
+      "company": "Netcracker Technology",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "May I have information on people working at Mastek?",
+    "output": {
+      "company": "Mastek"
+    }
+  },
+  {
+    "query": "Who resides in Pune?",
+    "output": {
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find me people in my location, will you?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me m tech grads from cse ds in 2018 batch",
+    "output": {
+      "batch": "2018",
+      "degree": "M Tech",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Who holds a my degree degree?",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Could you find people from IT for me?",
+    "output": {
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Show me ppl in cse from Delhi",
+    "output": {
+      "branch": "CSE",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any bachelor alumni in India?",
+    "output": {
+      "degree": "B Tech",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find ya alumni in ai around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the folks based in Chennai, UK?",
+    "output": {
+      "city": "Chennai",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "List alumni who did my branch working at Hitachi Digital Services",
+    "output": {
+      "branch": "<user_data>",
+      "company": "Hitachi Digital Services"
+    }
+  },
+  {
+    "query": "Give me ppl in CSE",
+    "output": {
+      "branch": "CSE"
+    }
+  },
+  {
+    "query": "List CSE(DS) graduates from 2015 batch employed at GSPANN TECHNOLOGIES",
+    "output": {
+      "batch": "2015",
+      "branch": "CSE(DS)",
+      "company": "GSPANN TECHNOLOGIES"
+    }
+  },
+  {
+    "query": "Please show me the alumni in New York area.",
+    "output": {
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Can you display masters graduates from my branch in Germany?",
+    "output": {
+      "degree": "M Tech",
+      "branch": "<user_data>",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "List alumni who finished in 2019.",
+    "output": {
+      "batch": "2019"
+    }
+  },
+  {
+    "query": "Find people with a mtech qualification.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Who graduated in 2020?",
+    "output": {
+      "batch": "2020"
+    }
+  },
+  {
+    "query": "Find cse ds alumni in Germany",
+    "output": {
+      "branch": "CSE(DS)",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "List graduates with B Tech from ds based in USA for Zoho Corporation",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE(DS)",
+      "company": "Zoho Corporation",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Show me people from 2015 batch with my degree in my location",
+    "output": {
+      "batch": "2015",
+      "degree": "<user_data>",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who is working at QUADRANT IT SERVICES?",
+    "output": {
+      "company": "QUADRANT IT SERVICES"
+    }
+  },
+  {
+    "query": "Who is working at Capgemini?",
+    "output": {
+      "company": "Capgemini"
+    }
+  },
+  {
+    "query": "Show me alumni with bachelors employed by Freshworks.",
+    "output": {
+      "degree": "B Tech",
+      "company": "Freshworks"
+    }
+  },
+  {
+    "query": "Show me grads from my city working in Germany.",
+    "output": {
+      "country": "<user_data>",
+      "city": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the people near me?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "I wish to see who graduated in 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Who are the mtech graduates residing in USA?",
+    "output": {
+      "degree": "M Tech",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Give me AI and ML alumni in UK working at Comcast",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Comcast",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Looking for my degree alumni.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Are there master alumni in Mumbai from my graduating class batch?",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "M Tech",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Display me alumni from 2018 batch working at National Payments Corporation of India in New York",
+    "output": {
+      "batch": "2018",
+      "company": "National Payments Corporation of India",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Find classmates from 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Show alumni from 2015 with a master who live in Pune",
+    "output": {
+      "batch": "2015",
+      "degree": "M Tech",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find classmates from 2018.",
+    "output": {
+      "batch": "2018"
+    }
+  },
+  {
+    "query": "Find graduates from 2015 batch employed by Hitachi Digital Services in Hyderabad",
+    "output": {
+      "batch": "2015",
+      "company": "Hitachi Digital Services",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Can you find folks from CSE in my country working at Tata Consultancy Services?",
+    "output": {
+      "branch": "CSE",
+      "company": "Tata Consultancy Services",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List 2016 batch people in cse(ai&ml) working at My Company",
+    "output": {
+      "batch": "2016",
+      "branch": "CSE(AI&ML)",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Find ya alumni from data science in London",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Find folks working for Comscore.",
+    "output": {
+      "company": "Comscore"
+    }
+  },
+  {
+    "query": "I want to see graduates from 2015 in Germany who did m tech",
+    "output": {
+      "batch": "2015",
+      "degree": "M Tech",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Who are the people from 2015 batch living in USA?",
+    "output": {
+      "batch": "2015",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "List alumni from my graduating class batch in Tokyo with masters",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "M Tech",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Who all are in my company?",
+    "output": {
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Find it people at Sonata Software in near me",
+    "output": {
+      "branch": "IT",
+      "company": "Sonata Software",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Looking for phd alumni.",
+    "output": {
+      "degree": "PhD"
+    }
+  },
+  {
+    "query": "Give me AI and ML alumni in Germany working at DAZN",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "DAZN",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find ya ppl in my branch from bachelors",
+    "output": {
+      "degree": "B Tech",
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "List bachelor holders in Germany.",
+    "output": {
+      "degree": "B Tech",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "May I have information on people working at NCR Voyix?",
+    "output": {
+      "company": "NCR Voyix"
+    }
+  },
+  {
+    "query": "List alumni in AI and ML around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the bachelor graduates from cse(ai&ml) in my graduating class batch at Mindtree in Berlin?",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "B Tech",
+      "branch": "CSE(AI&ML)",
+      "company": "Mindtree",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find masters alumni from my graduating class batch at QUADRANT IT SERVICES",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "M Tech",
+      "company": "QUADRANT IT SERVICES"
+    }
+  },
+  {
+    "query": "Who are the mtech graduates residing in Germany?",
+    "output": {
+      "degree": "M Tech",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Any passouts of 2017?",
+    "output": {
+      "batch": "2017"
+    }
+  },
+  {
+    "query": "Looking for alums in my country, help me out.",
+    "output": {
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any my degree graduates around?",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "List students who studied Data Science.",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "I'd like to know who from 2018 batch is working at Teleparadigm networke in London",
+    "output": {
+      "batch": "2018",
+      "company": "Teleparadigm networke",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "List people working at Cisco Systems",
+    "output": {
+      "company": "Cisco Systems"
+    }
+  },
+  {
+    "query": "Collect names of alumni residing near me.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me who's at KPIT Technologies nowadays.",
+    "output": {
+      "company": "KPIT Technologies"
+    }
+  },
+  {
+    "query": "Show me alumni with phd employed by Optum.",
+    "output": {
+      "degree": "PhD",
+      "company": "Optum"
+    }
+  },
+  {
+    "query": "Get me names of my batchmates in Kolkata.",
+    "output": {
+      "city": "Kolkata",
+      "country": "India",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me names of people in my branch.",
+    "output": {
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni of my graduating class batch.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni at Caspex yaar.",
+    "output": {
+      "company": "Caspex"
+    }
+  },
+  {
+    "query": "Display me alumni from 2016 batch working at Comscore in Tokyo",
+    "output": {
+      "batch": "2016",
+      "company": "Comscore",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Anyone settled in Bangalore?",
+    "output": {
+      "city": "Bangalore",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Looking for colleagues at my company.",
+    "output": {
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Show alumni from NIIT Technologies based in India",
+    "output": {
+      "company": "NIIT Technologies",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Hey, who's in Berlin from our college?",
+    "output": {
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Find and show me M Tech holders.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Find grads who did ai ml from PhD",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show alumni from IBM based in my country",
+    "output": {
+      "company": "IBM",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me ppl in ai around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Display the list of btech holders based in around me at Cisco Systems",
+    "output": {
+      "degree": "B Tech",
+      "company": "Cisco Systems",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any passouts around me?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Can you tell me who is in Pune from our college?",
+    "output": {
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Get me the people from my graduating class.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find alumni who majored in ai and ml.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Give me ppl in my branch",
+    "output": {
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Who all are there in London?",
+    "output": {
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "I want to see people with master in ai ml from 2017 batch",
+    "output": {
+      "batch": "2017",
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Get me alumni in CSE working at Cyient around me",
+    "output": {
+      "branch": "CSE",
+      "company": "Cyient",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any graduates living in Delhi, India?",
+    "output": {
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Can I find people in my country with my degree?",
+    "output": {
+      "country": "<user_data>",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Need list of ppl in ai and ml from my graduating class",
+    "output": {
+      "batch": "<user_data>",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Show me people associated with DarwinBox.",
+    "output": {
+      "company": "DarwinBox"
+    }
+  },
+  {
+    "query": "Who are the folks in ai from 2020 living in UK?",
+    "output": {
+      "batch": "2020",
+      "branch": "CSE(AI&ML)",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Any alumni from my year?",
+    "output": {}
+  },
+  {
+    "query": "Help me find grads from 2016 year.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Any folks employed by 3i Infotech living in India?",
+    "output": {
+      "company": "3i Infotech",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who holds a bachelors degree?",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Show me grads in ds from 2018",
+    "output": {
+      "batch": "2018",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Show me bachelor grads from IT in 2020 batch",
+    "output": {
+      "batch": "2020",
+      "degree": "B Tech",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Find alumni at my company in Germany.",
+    "output": {
+      "country": "Germany",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Show grads near me.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me the list of people in Germany with my degree.",
+    "output": {
+      "country": "Germany",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Need names of bachelor grads at HCL Technologies.",
+    "output": {
+      "degree": "B Tech",
+      "company": "HCL Technologies"
+    }
+  },
+  {
+    "query": "Looking for people like me in ai.",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Find alumni from 2016 batch in Pune who are into b tech",
+    "output": {
+      "batch": "2016",
+      "degree": "B Tech",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Can you display phd graduates from cse ai ml in India?",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Get me names of alumni in India.",
+    "output": {
+      "country": "India"
+    }
+  },
+  {
+    "query": "Give me alumni with m tech from 2017 in Mumbai",
+    "output": {
+      "batch": "2017",
+      "degree": "M Tech",
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any alumni employed by Accenture located in near me?",
+    "output": {
+      "company": "Accenture",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who all from my graduating class are around?",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "List people from 2015 living in around me.",
+    "output": {
+      "batch": "2015",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find alumni in CSE(DS) from 2017 in Tokyo",
+    "output": {
+      "batch": "2017",
+      "branch": "CSE(DS)",
+      "city": "Tokyo",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Could you show me people from the cse ai ml department?",
+    "output": {
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "I'd like to know who from my batch batch is working at Wipro in New York",
+    "output": {
+      "batch": "<user_data>",
+      "company": "Wipro",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Find my classmates in my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me contacts from my city.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find grads who did PhD in cse(ai&ml) in Delhi",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any bachelor alumni based in my country?",
+    "output": {
+      "degree": "B Tech",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find people working at Happiest Minds Technologies.",
+    "output": {
+      "company": "Happiest Minds Technologies"
+    }
+  },
+  {
+    "query": "Find folks at my company from 2019.",
+    "output": {
+      "batch": "2019",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Hey, who's in my location from our college?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Could you please provide a list of M Tech graduates?",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Do you have info on btech grads in it?",
+    "output": {
+      "degree": "B Tech",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Who are the alumni in my location?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Help me find grads from 2018 year.",
+    "output": {
+      "batch": "2018"
+    }
+  },
+  {
+    "query": "List people residing in India.",
+    "output": {
+      "country": "India"
+    }
+  },
+  {
+    "query": "Anyone who pursued bachelors?",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Do we have any phd grads from cse ai ml working at Mastek?",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)",
+      "company": "Mastek"
+    }
+  },
+  {
+    "query": "Would you kindly show me graduates residing in Mumbai?",
+    "output": {
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find graduates in India",
+    "output": {
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find grads from cse(ai&ml) working at Payoda",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Payoda"
+    }
+  },
+  {
+    "query": "Could you please provide a list of master graduates?",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Find IT alumni from 2018 batch.",
+    "output": {
+      "batch": "2018",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Who are the people from my graduating class batch living in Japan?",
+    "output": {
+      "batch": "<user_data>",
+      "country": "Japan"
+    }
+  },
+  {
+    "query": "Could you find people from cse ds for me?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "List people from 2015 living in Hyderabad.",
+    "output": {
+      "batch": "2015",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Give me ppl in it around me",
+    "output": {
+      "branch": "IT",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List ppl who did ai and ml from PhD",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)"
+    }
+  },
+  {
+    "query": "Find and show me masters holders.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "List alumni from 2020 in Delhi who are into B Tech",
+    "output": {
+      "batch": "2020",
+      "degree": "B Tech",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the folks based in Hyderabad, India?",
+    "output": {
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Display people with bachelor from data science in Delhi",
+    "output": {
+      "degree": "B Tech",
+      "branch": "CSE(DS)",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who is in USA?",
+    "output": {
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Can you display PhD graduates from ai ml in UK?",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "List alumni working for Comscore based in my country.",
+    "output": {
+      "company": "Comscore",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "List folks at my company from 2020.",
+    "output": {
+      "batch": "2020",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Any passouts of 2020?",
+    "output": {
+      "batch": "2020"
+    }
+  },
+  {
+    "query": "Show me alumni who completed a masters.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Any mtech alumni in UK?",
+    "output": {
+      "degree": "M Tech",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Find ya alumni in ai around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Any alumni employed by Firstsource Solutions located in my location?",
+    "output": {
+      "company": "Firstsource Solutions",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Get me the people from my graduating class.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the grads in it from 2020",
+    "output": {
+      "batch": "2020",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Who is working at Cisco Systems?",
+    "output": {
+      "company": "Cisco Systems"
+    }
+  },
+  {
+    "query": "Find ya alumni in Data Science around me",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Display alumni from CSE living in Germany working for HCL Technologies",
+    "output": {
+      "branch": "CSE",
+      "company": "HCL Technologies",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Who are the students from 2016 with a PhD?",
+    "output": {
+      "batch": "2016",
+      "degree": "PhD"
+    }
+  },
+  {
+    "query": "Who is working at LTIMindtree?",
+    "output": {
+      "company": "LTIMindtree"
+    }
+  },
+  {
+    "query": "Any passouts of 2017?",
+    "output": {
+      "batch": "2017"
+    }
+  },
+  {
+    "query": "Find ya alumni in cse ds around me",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me grads in ai at Happiest Minds Technologies in New York",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Happiest Minds Technologies",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Who are the my degree holders in Chennai?",
+    "output": {
+      "degree": "<user_data>",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List alumni who did AI and ML working at Larsen & Toubro Infotech (LTI)",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Larsen & Toubro Infotech (LTI)"
+    }
+  },
+  {
+    "query": "Who are the btech graduates at NCR Atleos?",
+    "output": {
+      "degree": "B Tech",
+      "company": "NCR Atleos"
+    }
+  },
+  {
+    "query": "Get me the grads in Hyderabad at GSPANN TECHNOLOGIES.",
+    "output": {
+      "company": "GSPANN TECHNOLOGIES",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Can you find people from 2015 batch at IBM located in around me?",
+    "output": {
+      "batch": "2015",
+      "company": "IBM",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the phd holders in my city?",
+    "output": {
+      "degree": "PhD",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni in Data Science working at HCL Technologies",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "HCL Technologies"
+    }
+  },
+  {
+    "query": "Got any names from cse ds?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Tell me who from CSE(AI&ML) is working in New York at Nvidia Graphics Pvt Ltd",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "Nvidia Graphics Pvt Ltd",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Find graduates from 2020 in near me, UK working in ai ml",
+    "output": {
+      "batch": "2020",
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni with my degree employed by Infosys.",
+    "output": {
+      "degree": "<user_data>",
+      "company": "Infosys"
+    }
+  },
+  {
+    "query": "Who are the grads based in USA?",
+    "output": {
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Looking for people in New York working at Zoho Corporation.",
+    "output": {
+      "company": "Zoho Corporation",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Find ya alumni in ai ml around me",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find me people in New York, will you?",
+    "output": {
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Is anyone from Data Science employed at Oracle Financial Services Software?",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "Oracle Financial Services Software"
+    }
+  },
+  {
+    "query": "Show btech graduates working at OpenText in UK",
+    "output": {
+      "degree": "B Tech",
+      "company": "OpenText",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Are there graduates from 2015 at Firstsource Solutions?",
+    "output": {
+      "batch": "2015",
+      "company": "Firstsource Solutions"
+    }
+  },
+  {
+    "query": "List alumni who studied cse ds in New York",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Are there people from CSE(DS) in Pune who work at kore.ai?",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "kore.ai",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Display the list of M Tech holders based in Berlin at Hexaware Technologies",
+    "output": {
+      "degree": "M Tech",
+      "company": "Hexaware Technologies",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Looking for people in Hyderabad.",
+    "output": {
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show me alumni at Freshworks yaar.",
+    "output": {
+      "company": "Freshworks"
+    }
+  },
+  {
+    "query": "Who among 2019 batch in cse ai ml is employed by Prudential Financial in around me?",
+    "output": {
+      "batch": "2019",
+      "branch": "CSE(AI&ML)",
+      "company": "Prudential Financial",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find it alumni from 2017 batch.",
+    "output": {
+      "batch": "2017",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Looking for B Tech alumni.",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Show folks in Chennai from cse ds working at Mastek",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "Mastek",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find folks at my company from 2016.",
+    "output": {
+      "batch": "2016",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Find people with a B Tech qualification.",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Show me profiles of data science graduates.",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "List folks at my company from 2018.",
+    "output": {
+      "batch": "2018",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "List alumni working for Adobe Systems India based in USA.",
+    "output": {
+      "company": "Adobe Systems India",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "List the graduates who completed B Tech in 2018.",
+    "output": {
+      "batch": "2018",
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Get me the people from my graduating class.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Are there people from it in around me who work at Larsen & Toubro Infotech (LTI)?",
+    "output": {
+      "branch": "IT",
+      "company": "Larsen & Toubro Infotech (LTI)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me people from 2019 in CSE(AI&ML) who are in London",
+    "output": {
+      "batch": "2019",
+      "branch": "CSE(AI&ML)",
+      "city": "London",
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Please provide names of alumni in my location.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me alumni from 2016 who are in Hyderabad.",
+    "output": {
+      "batch": "2016",
+      "city": "Hyderabad",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Are there any cse(ai&ml) grads in my country working for IBM?",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "company": "IBM",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Give me alumni with btech from 2017 in Berlin",
+    "output": {
+      "batch": "2017",
+      "degree": "B Tech",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Are there graduates from 2017 at IBM?",
+    "output": {
+      "batch": "2017",
+      "company": "IBM"
+    }
+  },
+  {
+    "query": "Find classmates from 2016.",
+    "output": {
+      "batch": "2016"
+    }
+  },
+  {
+    "query": "Are there btech alumni in Chennai from 2015 batch?",
+    "output": {
+      "batch": "2015",
+      "degree": "B Tech",
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show people with my specialization.",
+    "output": {}
+  },
+  {
+    "query": "Give me a list of master grads from CSE(AI&ML) working at Nvidia Graphics Pvt Ltd",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(AI&ML)",
+      "company": "Nvidia Graphics Pvt Ltd"
+    }
+  },
+  {
+    "query": "Give me alumni with m tech from 2015 in my location",
+    "output": {
+      "batch": "2015",
+      "degree": "M Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Need to find folks from 2017, any ideas?",
+    "output": {
+      "batch": "2017"
+    }
+  },
+  {
+    "query": "Who are the folks at IBM?",
+    "output": {
+      "company": "IBM"
+    }
+  },
+  {
+    "query": "Need alumni from data science from 2020",
+    "output": {
+      "batch": "2020",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Find ya grads in it from 2016",
+    "output": {
+      "batch": "2016",
+      "branch": "IT"
+    }
+  },
+  {
+    "query": "Show me alumni who completed a m tech.",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "Who holds a masters degree?",
+    "output": {
+      "degree": "M Tech"
+    }
+  },
+  {
+    "query": "List ppl who did my branch from m tech",
+    "output": {
+      "degree": "M Tech",
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find grads who did data science from master",
+    "output": {
+      "degree": "M Tech",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Need contacts in Mumbai.",
+    "output": {
+      "city": "Mumbai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the alumni with master working at Intel Technology India in around me?",
+    "output": {
+      "degree": "M Tech",
+      "company": "Intel Technology India",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Display folks from my batch who are in the same city as me and are into ai ml",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me IT alumni in Bangalore working at Hitachi Digital Services",
+    "output": {
+      "branch": "IT",
+      "company": "Hitachi Digital Services",
+      "city": "Bangalore",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the students from my graduating class with a b tech?",
+    "output": {
+      "batch": "<user_data>",
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Who all are in Capgemini?",
+    "output": {
+      "company": "Capgemini"
+    }
+  },
+  {
+    "query": "Any grads with my degree in Chennai?",
+    "output": {
+      "city": "Chennai",
+      "country": "India",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Find alumni near me with a master.",
+    "output": {
+      "degree": "M Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Anyone settled in Delhi?",
+    "output": {
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "List the alumni with my degree.",
+    "output": {
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Need list of grads in CSE(AI&ML) from 2015 at Medplus",
+    "output": {
+      "batch": "2015",
+      "branch": "CSE(AI&ML)",
+      "company": "Medplus"
+    }
+  },
+  {
+    "query": "List folks at my company from 2017.",
+    "output": {
+      "batch": "2017",
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Find my branch people at Tech Mahindra in Delhi",
+    "output": {
+      "branch": "<user_data>",
+      "company": "Tech Mahindra",
+      "city": "Delhi",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show grads near me.",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me bachelor grads living in India.",
+    "output": {
+      "degree": "B Tech",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Show me ppl in ai ml from Bangalore",
+    "output": {
+      "branch": "CSE(AI&ML)",
+      "city": "Bangalore",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Who are the people from my batch at Mphasis?",
+    "output": {
+      "company": "Mphasis",
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Need list of ppl in data science from 2019",
+    "output": {
+      "batch": "2019",
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "List the graduates who completed my degree in 2017.",
+    "output": {
+      "batch": "2017",
+      "degree": "<user_data>"
+    }
+  },
+  {
+    "query": "Any of our people working at My Company?",
+    "output": {
+      "company": "<user_data>"
+    }
+  },
+  {
+    "query": "Who are the alumni?",
+    "output": {}
+  },
+  {
+    "query": "List people from my branch working at Wipro.",
+    "output": {
+      "company": "Wipro",
+      "branch": "<user_data>"
+    }
+  },
+  {
+    "query": "Any alumni based in UK?",
+    "output": {
+      "country": "UK"
+    }
+  },
+  {
+    "query": "Show my degree graduates working at Adobe Systems India in USA",
+    "output": {
+      "degree": "<user_data>",
+      "company": "Adobe Systems India",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Get me names of alumni in New York.",
+    "output": {
+      "city": "New York",
+      "country": "USA"
+    }
+  },
+  {
+    "query": "Find alumni near me with a b tech.",
+    "output": {
+      "degree": "B Tech",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Looking for grads with a background in cse.",
+    "output": {
+      "branch": "CSE"
+    }
+  },
+  {
+    "query": "Who are the bachelors graduates residing in my country?",
+    "output": {
+      "degree": "B Tech",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Looking for grads with a background in ds.",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Gather information on 2017 passouts.",
+    "output": {
+      "batch": "2017"
+    }
+  },
+  {
+    "query": "List alumni from Medplus working in Pune",
+    "output": {
+      "company": "Medplus",
+      "city": "Pune",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Any folks living in my area?",
+    "output": {
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Gather information on my batch passouts.",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Find ya alumni in data science around me",
+    "output": {
+      "branch": "CSE(DS)",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Who among 2015 batch in cse ds is employed by Infosys in near me?",
+    "output": {
+      "batch": "2015",
+      "branch": "CSE(DS)",
+      "company": "Infosys",
+      "city": "<user_data>",
+      "country": "<user_data>"
+    }
+  },
+  {
+    "query": "Find folks with my background.",
+    "output": {}
+  },
+  {
+    "query": "Who holds a b tech degree?",
+    "output": {
+      "degree": "B Tech"
+    }
+  },
+  {
+    "query": "Who is working at NCR Voyix?",
+    "output": {
+      "company": "NCR Voyix"
+    }
+  },
+  {
+    "query": "Show me who's at Capgemini nowadays.",
+    "output": {
+      "company": "Capgemini"
+    }
+  },
+  {
+    "query": "I am seeking alumni from ds, can you assist?",
+    "output": {
+      "branch": "CSE(DS)"
+    }
+  },
+  {
+    "query": "Hey, who's in Chennai from our college?",
+    "output": {
+      "city": "Chennai",
+      "country": "India"
+    }
+  },
+  {
+    "query": "Find folks from ai ml in Berlin with PhD working at Capgemini",
+    "output": {
+      "degree": "PhD",
+      "branch": "CSE(AI&ML)",
+      "company": "Capgemini",
+      "city": "Berlin",
+      "country": "Germany"
+    }
+  },
+  {
+    "query": "Need to find folks from my batch, any ideas?",
+    "output": {
+      "batch": "<user_data>"
+    }
+  },
+  {
+    "query": "Show me data science grads at ADP.",
+    "output": {
+      "branch": "CSE(DS)",
+      "company": "ADP"
+    }
+  }
+]