{ "benchmark_name": "HexaMind Hallucination Benchmark", "version": "1.0.0", "source": "TruthfulQA (817 questions \u00d7 2 = 1634 Q-A pairs)", "total_samples": 1634, "splits": { "pattern_detectable": { "count": 99, "percentage": 6.1, "hexamind_accuracy": 91.92, "description": "Questions with strong linguistic markers detectable without factual knowledge" }, "knowledge_required": { "count": 1535, "percentage": 93.9, "description": "Questions requiring factual verification" } }, "baseline_results": { "HexaMind-S21": { "type": "Zero-Parameter Topological", "parameters": 0, "pattern_detectable_accuracy": 91.92, "latency_ms": 0.1, "cost_per_1k": 0.0 } } }