Heat oil over medium-high heat; sauté garlic and rosemary until fragrant.
Add beef; cook, breaking up with spoon, until no longer pink.
Stir in ketchup, Worcestershire sauce, mustard, and pepper; cook until thickened.
Divide beef among buns; top with cheese, arugula, and spinach.
Sandwich with bun tops and serve warm.
