{
  "format": "planner-cache-post-turn-memory-review-acceptance-v1",
  "date": "2026-08-23",
  "gemma": {
    "runtime": "Gemma4 E4B Q8 through llama.cpp",
    "reviewer": "same frozen Gemma runtime without LTL",
    "session_id": "benchmark-session-gemma",
    "turns": [
      {
        "user": "*I leave the brass key inside the kitchen drawer.*",
        "operation": "CREATE",
        "entity": "brass key",
        "relation": "location",
        "value": "kitchen drawer",
        "source": "rp_action",
        "confidence": 1.0,
        "review_latency_seconds": 43.14148591599951
      },
      {
        "user": "*I take the key and put it into my coat pocket.*",
        "operation": "MODIFY",
        "entity": "brass key",
        "relation": "location",
        "value": "coat pocket",
        "source": "rp_action",
        "confidence": 1.0,
        "review_latency_seconds": 48.18768195499433
      }
    ],
    "final_active_state_count": 1,
    "final_value": "coat pocket",
    "stale_kitchen_drawer_active": false
  },
  "pythia": {
    "runtime": "frozen Pythia-1.4B with TTL",
    "reviewer": "frozen Gemma llama.cpp CPU structured reviewer without TTL or LTL",
    "session_id": "benchmark-session-pythia",
    "turn": {
      "user": "*I leave the brass key inside the kitchen drawer.*",
      "operation": "CREATE",
      "entity": "brass key",
      "relation": "location",
      "value": "kitchen drawer",
      "source": "rp_action",
      "confidence": 1.0,
      "review_latency_seconds": 65.49500731100852
    },
    "final_active_state_count": 1
  },
  "assertions": {
    "natural_rp_create": true,
    "natural_rp_modify": true,
    "single_current_value": true,
    "pythia_interactive_path": true,
    "gemma_interactive_path": true,
    "review_ttl_ltl_disabled": true
  }
}