Currently we use execution-date when generating the command to send via executor in https://github.com/apache/airflow/blob/9c94b72d440b18a9e42123d20d48b951712038f9/airflow/models/taskinstance.py#L420-L436

We should replace the execution_date in their to run_id instead and handle the corresponding changes needs on the executor and worker.
airflow/models/taskinstance.py
if test_mode:
            return
        self.end_date = timezone.utcnow()
        self.set_duration()
        
        session.add(
            TaskReschedule(
                self.task,
                self.execution_date,
                self._try_number,
                actual_start_date,
                self.end_date,
                reschedule_exception.reschedule_date,
            )
        )
        
        self.state = State.UP_FOR_RESCHEDULE
        
        
        self._try_number -= 1
        session.merge(self)
        session.commit()
        self.log.info('Rescheduling task, marking task as UP_FOR_RESCHEDULE')
    @provide_session
    def handle_failure(