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
"""
    Simplified Task Instance.
    Used to send data between processes via Queues.
    """
    def __init__(self, ti: TaskInstance):
        self._dag_id: str = ti.dag_id
        self._task_id: str = ti.task_id
        self._execution_date: datetime = ti.execution_date
        self._start_date: datetime = ti.start_date
        self._end_date: datetime = ti.end_date
        self._try_number: int = ti.try_number
        self._state: str = ti.state
        self._executor_config: Any = ti.executor_config
        self._run_as_user: Optional[str] = None
        if hasattr(ti, 'run_as_user'):
            self._run_as_user = ti.run_as_user
        self._pool: str = ti.pool
        self._priority_weight: Optional[int] = None
        if hasattr(ti, 'priority_weight'):
            self._priority_weight = ti.priority_weight
        self._queue: str = ti.queue
        self._key = ti.key
    @property
    def dag_id(self) -> str:
        return self._dag_id
    @property
    def task_id(self) -> str: