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Stuctured Argument Extractor

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GPT-4
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Extract the argumentation from any given text, i.e. main claim, arguments, counterarguments and rebuttals using GPT4. This prompt works with highly structured information (such as legal texts), as well as with highly unstructured information (such as multi-speaker podcast transcriptions), by leveraging GPT4's increased reasoning capabilities. It also provides a so-called "handle" for each synth claim, which is a short text quote from the origin text, and thus allows for manual verification.
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Over 1 month ago

Prompt Details

Model
Chat - GPT-4 (gpt-4)
Token size
271 ($0.00810 / call)
Example input
"I mean, we're bombarded with anti-union propaganda daily. I like to think of the story of my maternal grandfather, who was born in poverty and who died as a member of the great American middle class. Everybody in the country feels like they're working harder than ever before, but falling farther and farther..." ---> transcribed with OpenAI's Whisper small.en model form the Pitchfork Economics podcast.
Example output
START Main claim AGU - Wage suppression and the decline of worker power have negatively impacted the American middle class (handle: "Wage suppression and the decline of worker power.") Premise AGUs - Productivity increased but wages for most families stagnated (handle: "wages for the typical family went up, wages for basically everybody went up, and then in the middle 1970s, neoliberalism came along and all of that began to change.") - Policies that kept wages tracking with productivity and economic growth stopped (handle: "we either stopped doing the policies that kept wages tracking with productivity and economic growth...") - Bottom 90% of the American workforce has seen their pay shrink since 1979 (handle: "Since 1979, the bottom 90% of the American workforce has seen their pay shrink as a percentage of their total income.") - Strong unions helped narrow the wage gap and support the middle class in the past (handle: "when unions were at their strongest before the 60s, they had a real impact on narrowing the wage gap, particularly for male workers.") Counterargument AGUs - Neoliberal idea suggests that people are paid what they are worth and the market is always right (handle: "the neoliberal idea is that there are these immutable physics-like economic forces at play, and the market is always right, and you are paid exactly what you're worth.") Rebuttal AGUs - Wage stagnation is the result of concerted attacks on worker pay and power (handle: "The weather didn't blow in. It was that there was a concerted attack on worker pay.") - If policies that had been in place since 1979 had held constant, workers would have additional money (handle: "if the policies that had been placed in 1979 had held constant, workers would have $1.35 trillion additional dollars in their pockets.") - Washington State's strong unions and worker power show that it can lead to a better economy (handle: "Washington State, which still has very strong unions. We've been able to put in place strong protections for workers.") END
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