"""Create fact_checker
Generated by Phi-Octopus Eden
2025-11-06 04:08:15.406941
"""

```python
from typing import List, Dict, Any
from functools import lru_cache

class FactChecker:
    """
    A class that provides methods to check the validity of statements based on predefined facts.

    Attributes:
        facts (List[Dict[str, Any]]): A list of dictionaries containing 'statement' and 'truth_value'.
        cache_limit (int): Maximum number of cached results for efficiency.
    """

    def __init__(self, facts: List[Dict[str, Any]], cache_limit: int = 100):
        """
        Initialize the FactChecker with a set of predefined facts.

        Args:
            facts (List[Dict[str, Any]]): A list of dictionaries containing 'statement' and 'truth_value'.
            cache_limit (int): Maximum number of cached results for efficiency.
        """
        self.facts = facts
        self.cache_limit = cache_limit

    @lru_cache(maxsize=cache_limit)
    def check_fact(self, statement: str) -> bool:
        """
        Check if the given statement is true based on predefined facts.

        Args:
            statement (str): The statement to be checked for truth value.

        Returns:
            bool: True if the statement is in the facts list and marked as true, False otherwise.
        """
        matching_facts = [fact for fact in self.facts if fact['statement'] == statement]
        return any(fact['truth_value'] for fact in matching_facts)

# Example usage
facts = [
    {"statement": "The Earth orbits the Sun", "truth_value": True},
    {"statement": "Water is composed of H2O", "truth_value": True},
    {"statement": "Artificial Intelligence can evolve autonomously without human intervention", "truth_value": False}
]

checker = FactChecker(facts)
print(checker.check_fact("The Earth orbits the Sun"))  # Expected output: True
print(checker.check_fact("Water is composed of H2O"))  # Expected output: True
print(checker.check_fact("Artificial Intelligence can evolve autonomously without human intervention"))  # Expected output: False

# Simulate checking a new statement not in cache
new_statement = "AI systems can learn from data"
checker.facts.append({"statement": new_statement, "truth_value": True})
print(checker.check_fact(new_statement))  # Expected output: True (cached after first call)
```