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Rapprochement
Often Diplomatic
Used mainly in diplomatic or political contexts, referring to thawing tensions and improving relations. 
Not Immediate
Implies a gradual process, not an instant change in relations. 
Neutral Tone
The word is neutral, without implying who initiated the betterment or who was at fault. 