How Can We Know if Chemicals React?

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Understanding chemical solubility often relies on experimentation, as it provides definitive answers about how substances interact. While structural analysis can offer predictions regarding solubility in polar versus non-polar solvents, these predictions may not always hold true. For instance, caffeine is known to be soluble in water, while tannin's solubility in chloroform is not straightforward; it reacts with carbonate to form an insoluble salt, which is consistent with general solubility rules. Heating solutions typically increases solubility, as higher temperatures often enhance the dissolution process, although exceptions exist.
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Is there any other way (besides experimentation) to know what chemicals react with other chemicals? Take this http://oxygen.chem.uidaho.edu/dschem276/Laboratory Experiments/Caffeine extraction from Coffee.pdf" for example, is there any other way to know that caffeine is soluble in water? And that tannin is NOT soluble in chloroform, but caffeine is?

Why would you have to heat the solution with the caffeine and the tannin in it in order for the caffeine to become soluble?
 
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Stratosphere said:
Is there any other way (besides experimentation) to know what chemicals react with other chemicals?

Yes. No.

Usually looking at the substance structure we can predict whether we should expect to dissolve in polar or non polar solvents, but reality has its own ways and sometimes our predictions are wrong. Experiment is the only 100% sure way of getting the answer.

Take this http://oxygen.chem.uidaho.edu/dschem276/Laboratory Experiments/Caffeine extraction from Coffee.pdf" for example, is there any other way to know that caffeine is soluble in water? And that tannin is NOT soluble in chloroform, but caffeine is?

It doesn't state tannin is not soluble in chloroform. It states that tannin reacts with carbonate to create a salt which is insoluble. That's nothing unusual - in general ionic salts are weakly soluble in non polar solvents, that's one of rules of thumb used to predict solubility.

Why would you have to heat the solution with the caffeine and the tannin in it in order for the caffeine to become soluble?

Solubility of most substances goes up with the temperature, counter examples do exist, but they are rare. It doesn't mean caffeine is insoluble in cold water - just its solubility is lover and dissolution is slow.

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