"getaddrinfo ENOTFOUND Database" when try to connect with Database from TypeORM CLI while basically connection is fine – Docker

Relevant part of the docker-compose.yaml:

version: "3.5"

services:

  Database:

    image: postgres
    container_name: Example-Local-Database
    ports:
      - "${DATABASE_PORT}:${DATABASE_PORT}"

    environment:
      - "POSTGRES_PASSWORD=${DATABASE_PASSWORD}"

    volumes:
      - DatabaseData:/var/lib/postgresql/data

  # ...

volumes:
  DatabaseData:
    name: Example-Local-DatabaseData
    driver: local

ENV variables (calm down, no sensitive information to steal, just default settings for the local development mode):

DATABASE_PORT=5432
DATABASE_PASSWORD=pass1234

DataSource configuration:

{
    type: "postgres",
    host: "Database",
    port: 5432,
    username: "postgres",
    password: "pass1234",
    entities: [ MemberModel ]
}

The connection from IntelliJ IDEA is fine:

Same for my NestJS application.

However, the typeorm CLI could not connect with this database.
For example, the command typeorm migration:generate test/test2 -- -d typeorm-cli.config.ts
causes the error:

Error during migration generation:
Error: getaddrinfo ENOTFOUND Database
    at GetAddrInfoReqWrap.onlookup [as oncomplete] (node:dns:107:26) {
  errno: -3008,
  code: 'ENOTFOUND',
  syscall: 'getaddrinfo',
  hostname: 'Database'
}

I have checked the trying to connect typeorm with mysql container in docker-compose but i get this error Error: getaddrinfo EAI_AGAIN mysql topics: in my case, the host refers to Database the service name mentioned in docker-compose.yaml.