You can use "At that point" to refer as a situation, this phrase mean the same: 1. "In that moment", I realized I had to go. "At that point", I realized I had to go.

It often refers to time. For example: " He came to Europe in 2006. At that point he had not learned enough English to have proper conversations." Good luck on your learning journey! : )

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