Prove that a 'close' pair exists in a group of 100 people

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Suppose there are 100 people. Some know each other and some do not.

Let us call a pair of people close if there exists a group of at least 50 people (excluding the pair itself) such that everyone in this group knows either both people in the pair or none of them.

Prove that a close pair exists.

Edits

  1. Knowledge of self does not count
  2. All connections are mutual (Alice knows Bob means Bob knows Alice)
  3. The group of 50 does not include the pair itself
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This is only a partial answer, as it proves a weaker statement with $50$ replaced by $49.$ First let me restate the problem in a less confusing, more straightforward form:

Suppose each edge of the complete graph $K_{100}$ is colored red or blue. Show that there are two vertices which are connected by at least $50$ monochromatic paths of length $2.$

I don't know how to prove that, but a simple counting argument proves the following:

Proposition. If each edge of the complete graph $K_{99}$ is colored red or blue, then there are two vertices which are connected by at least $49$ monochromatic paths of length $2.$

Proof. Let $V$ be the vertex set of $K_{99}.$ Let $p$ be the number of monochromatic paths of length $2.$ For $v\in V$ let $p_v$ be the number of monochromatic paths of length $2$ with midpoint $v.$ For $u,v\in V,u\ne v,$ let $m_{u,v}$ be the number of monochromatic paths of length $2$ from $u$ to $v.$ Let $m=\max\{m_{u,v}:u,v\in V,u\ne v\}.$

On the one hand, clearly, we have $$p\le\binom{99}2m.\tag1$$ Now the minimum possible value of $p_v$ is $2\binom{49}2,$ attained only if $v$ is incident with $49$ red edges and $49$ blue edges. Moreover, it is not possible for this minimum to be attained by all $v$ simultaneously, as the subgraph consisting of the red edges would then be a $49$-regular graph on $99$ vertices. Thus we have $$p=\sum_{v\in V}p_v\gt99\cdot2\binom{49}2.\tag2$$ Combining $(1)$ and $(2)$ we get $$m\gt\frac{99\cdot2\binom{49}2}{\binom{99}2}=48,$$ whence $m\ge49.$

Remark. The same argument shows that, if each edge of the complete graph $K_{4t-1}$ is colored red or blue, then there are two vertices which are connected by at least $2t-1$ monochromatic paths.