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Based on the natural language query provided, "Who were the largest biotech investors in 2022?" I can think of at least six possible answers based on these qu

Based on the natural language query provided, "Who were the largest biotech investors in 2022?" I can think of at least six possible answers based on these questions: 1. Does largest mean dollar amount, or number of investments? 2. Would number of investments count companies invested in or funding rounds invested in? 3. Does largest mean the largest total dollar amount invested in 2022, or does it mean larges dollar amount of new investment in 2022? It looks like ChatGPT chose the query to mean the investors with the largest dollar amount of new investment in 2022. When you expand your natural language query to clarify all of these ambiguities, how far away are you from a SQL query? I am not sure, but I think that you are getting pretty close.

TOMDM 4y ago
Fully agree, the next iteration of this should get the model to prompt you when it discovers ambiguity in your request. User: "Who were the largest biotech investors in 2022?" Result: For clarification, do you mean: 1. Largest number of investments? 2. Largest total dollar amount invested in 2022 3. Largest dollar amount of new investment in 2022? 4. Something else User: option 3 Result: Okay, here are the results and query I used.
- taberiand 4y ago
  Right now, you need to first ask ChatGPT to suggest disambiguations to the question that you're presenting it, then ask the question in that context: User: What questions can I ask to disambiguate the question: "Who were the largest biotech investors in 2022?" ChatGPT: Here are a few questions you could ask to disambiguate the question "Who were the largest biotech investors in 2022?": Are you looking for individuals or companies that invested in biotech in 2022? Are you looking for the largest investors in terms of total investment amount or the number of biotech companies invested in? Are you looking for investors in a specific region or globally? Are you looking for investors in a specific biotech subfield (e.g. biopharmaceuticals, medical devices, etc.)? Are you looking for the investors at a specific point in 2022 or throughout the entire year? Asking these questions will help to clarify the scope and specific details of the information you are looking for. User: How would I disambiguate the term "largest"? ChatGPT: There are a few ways you could disambiguate the term "largest" when referring to biotech investors in 2022: By investment amount: Ask how much money was invested, this way you can determine who made the largest investment in terms of dollar value. By number of investments: Ask how many different biotech companies the investor invested in, this way you can determine who made the most investments. By percentage of ownership: Ask what percentage of ownership the investor has in the biotech companies they invested in, this way you can determine who has the largest stake in these companies. By market capitalization: Ask the market capitalization of the biotech companies the investor invested in, this way you can determine who has the largest investment in terms of market value. By asking more specific questions, you can get a better idea of what is meant by "largest" and ensure that you are providing the most accurate and relevant information
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TOMDM 4y ago

Fully agree, the next iteration of this should get the model to prompt you when it discovers ambiguity in your request. User: "Who were the largest biotech investors in 2022?" Result: For clarification, do you mean: 1. Largest number of investments? 2. Largest total dollar amount invested in 2022 3. Largest dollar amount of new investment in 2022? 4. Something else User: option 3 Result: Okay, here are the results and query I used.

taberiand 4y ago
Right now, you need to first ask ChatGPT to suggest disambiguations to the question that you're presenting it, then ask the question in that context: User: What questions can I ask to disambiguate the question: "Who were the largest biotech investors in 2022?" ChatGPT: Here are a few questions you could ask to disambiguate the question "Who were the largest biotech investors in 2022?": Are you looking for individuals or companies that invested in biotech in 2022? Are you looking for the largest investors in terms of total investment amount or the number of biotech companies invested in? Are you looking for investors in a specific region or globally? Are you looking for investors in a specific biotech subfield (e.g. biopharmaceuticals, medical devices, etc.)? Are you looking for the investors at a specific point in 2022 or throughout the entire year? Asking these questions will help to clarify the scope and specific details of the information you are looking for. User: How would I disambiguate the term "largest"? ChatGPT: There are a few ways you could disambiguate the term "largest" when referring to biotech investors in 2022: By investment amount: Ask how much money was invested, this way you can determine who made the largest investment in terms of dollar value. By number of investments: Ask how many different biotech companies the investor invested in, this way you can determine who made the most investments. By percentage of ownership: Ask what percentage of ownership the investor has in the biotech companies they invested in, this way you can determine who has the largest stake in these companies. By market capitalization: Ask the market capitalization of the biotech companies the investor invested in, this way you can determine who has the largest investment in terms of market value. By asking more specific questions, you can get a better idea of what is meant by "largest" and ensure that you are providing the most accurate and relevant information

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