My friend and I were discussing some mathematical philosophy and how the number systems were created when we reached a question. Why can we multiply two different numbers like this?
Say we had to multiply $13\times 34$. One may break this up like $(10+3)\times (30+4)$. Applying distributive property here will give us the answer of 442. We can also choose to multiply this as $(6+7)\times (22+12)$. Intuitively, we can hypothesize that this should give us the same answer as $13\times 34$. How can we prove that our answer will be equal regardless of how we break up the numbers?
Formally, this is a property of rings. Rings have a multiplication operation that distributes with respect to addition, meaning for any 3 numbers $a$ $b$ and $c$: $$a\cdot(b + c) = (a\cdot b) + (a\cdot c)$$ $$(b + c)\cdot a = (b\cdot a) + (c\cdot a)$$ The real numbers are a ring (they're actually a field, which is a special kind of ring), so that's half of your answer.
The other half is Eric's answer which addresses the natural numbers. Natural numbers are not a ring, but they do have a distributive property.
From a philosophical perspective, we could define anything we wanted, but what's interesting about this particular pattern is that it's so useful. Nothing prevents me from making $x+\frac{3}{2}$ means a triple gainer with a twist, but outside of diving, that particular pattern isn't all that useful. We tend to find that fields and rings show up rather often in physically meaningful scenarios.
Now from a philosophical perspective, it makes sense to point out that there are also lots of other really useful patterns that show up. For example, if you look at how we define rotations, such as using yaw, pitch, and roll to describe the orientation of an aircraft, those don't seem to add the way we want them to. The rotations form a pattern known as a group, which doesn't even have a concept of addition at all! They only have multiplication. And by that I mean mathematicians decided to call the one operation in this pattern "multiplication" because its rules are a generalization of matrix multiplication.
We also have all sorts of oddball cases which may or may not actually be philosophically relevant. For example, we can consider the ordinal numbers, which explore labeling objects as 1st, 2nd, 3rd, and so on. Ordinals grapple with the concept of infinity, which generally means they've got some quirks. One of the quirks of ordinals is that they are left distributive but not right distributive. That means I can use the distributive property in $a\cdot(b + c)$ but not $(b + c)\cdot a$! So that shows that we've come up with some really strange systems which look sane, but where the distributive law starts to get a little strange. (For what it's worth, part of the reason this law acts so strange is that multiplication isn't commutative in ordinals: $2\cdot\omega \neq \omega\cdot 2$)
So in the end, what makes this distributive law so interesting philosophically is that real numbers and natural numbers seem to be terribly good at describing the world around us, and both of them have distributive properties. But that doesn't mean that everything interesting has a distributive law, or even that the distributive law will make intuitive sense to you! Now the question for why real numbers and natural numbers are so useful in reality is a really interesting philosophical question which has lead some people to argue that mathematics is the language upon which reality sits.
I say it sits on a turtle. But who am I to judge?