{
  "reference_quantizer_parity": {
    "synthetic_normalized_vectors": 4096,
    "exact_four_layer_matches": 4096
  },
  "historical_text_to_sid_parity": "not established; historical preprocessing and cached embeddings are not included",
  "embedding_smoke_test": {
    "synthetic_texts": 2,
    "device": "cpu",
    "dtype": "float32",
    "max_absolute_difference": 0.0,
    "scope": "reference get_embedding with one text per call; not a historical dataset reproduction"
  },
  "synthetic_examples": [
    {
      "memory": "When a tool call fails, inspect the error, fix its arguments, and verify the returned result.",
      "sid_codes": [
        29,
        12,
        7,
        3
      ],
      "sid": "<SID_L1_29><SID_L2_12><SID_L3_7><SID_L4_3>"
    },
    {
      "memory": "Compare two independent sources before accepting a factual claim.",
      "sid_codes": [
        24,
        12,
        0,
        1
      ],
      "sid": "<SID_L1_24><SID_L2_12><SID_L3_0><SID_L4_1>"
    }
  ]
}