Good conmen know that people will tend to think that way, so they style their lies accordingly. Often adding in unnecessary details to make one think 'why would he have added that if it wasn't true'.
These are all tricks of conmen and pathological liars.
Detectives, military intelligence interrogators, and trial lawyers all know these tricks and try to expose them when questioning such liars.
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