"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 16:27:45.522864
"""

```python
class ReasoningEngine:
    """
    A simple reasoning engine that solves problems involving limited reasoning sophistication.
    
    The engine uses a rule-based approach to solve specific problems by applying predefined logical rules.
    """

    def __init__(self):
        self.rules = [
            ("AND", ["A", "B"], lambda A, B: A and B),
            ("OR", ["C", "D"], lambda C, D: C or D),
            ("NOT", ["E"], lambda E: not E)
        ]

    def add_rule(self, rule_type: str, variables: list, logic_function: callable):
        """
        Add a new rule to the reasoning engine.

        :param rule_type: Type of the logical rule (e.g., AND, OR, NOT).
        :param variables: List of input variable names.
        :param logic_function: Function that represents the logic of the rule.
        """
        self.rules.append((rule_type, variables, logic_function))

    def evaluate(self, variables_values: dict) -> bool:
        """
        Evaluate a set of logical rules based on provided values for each variable.

        :param variables_values: Dictionary mapping variable names to their boolean values.
        :return: The result of the evaluation as a boolean value.
        """
        results = {}
        for rule in self.rules:
            rule_type, vars, func = rule
            input_vars = [variables_values[var] for var in rule[1]]
            result = func(*input_vars)
            results[result] = f"Rule: {rule_type} applied to ({', '.join(rule[1])}) returned {result}"
        return any(results)  # For simplicity, we return the first True result

# Example usage
if __name__ == "__main__":
    engine = ReasoningEngine()
    
    # Define some variables and their values
    var_values = {"A": True, "B": False, "C": True, "D": True, "E": False}
    
    # Add rules to the engine
    engine.add_rule("AND", ["A", "B"], lambda A, B: A and B)
    engine.add_rule("OR", ["C", "D"], lambda C, D: C or D)
    engine.add_rule("NOT", ["E"], lambda E: not E)

    # Evaluate the rules with the given variable values
    result = engine.evaluate(var_values)
    
    print(f"Engine evaluated to: {result}")
```