llamaindex-memory 0.0 on LoCoMollm-baseline 0.0 on LoCoMomem0-local 0.0 on LongMemEvalmem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvallangchain-memory 0.0 on LongMemEvalcognee 0.0 on LongMemEval13 systems independently scored64 systems indexedllamaindex-memory 0.0 on LoCoMollm-baseline 0.0 on LoCoMomem0-local 0.0 on LongMemEvalmem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvallangchain-memory 0.0 on LongMemEvalcognee 0.0 on LongMemEval13 systems independently scored64 systems indexed

Run: run_graphiti_lcm_001

VERIFIED
SystemGraphiti
BenchmarkLoCoMo
Harnessv0.9.4
Verified Overall83.4%
Nuance Overall77.1%
DateMay 2, 2026
run_manifest.jsonjson
{
  "version": "1.0.0",
  "runId": "run_graphiti_lcm_001",
  "systemId": "sys_graphiti",
  "systemName": "Graphiti",
  "benchmarkId": "bench_locomo",
  "benchmarkName": "LoCoMo",
  "benchmarkVersion": "1.0",
  "harnessVersion": "0.9.4",
  "judgeModel": "claude-sonnet-4-20250514",
  "judgeTemperature": 0,
  "startedAt": "2026-05-02T20:00:00Z",
  "completedAt": "2026-05-02T21:42:18Z",
  "scores": {
    "verified": {
      "recall": 79.8,
      "temporal": 88.1,
      "reasoning": 81.2,
      "overall": 83.4
    },
    "nuance": {
      "recall": 73.4,
      "temporal": 82,
      "reasoning": 75.3,
      "overall": 77.1
    }
  },
  "questionCount": 180,
  "passCount": 147,
  "failCount": 33,
  "merkleRoot": "b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6e7f8a9b0c1d2e3f4a5b6c7d8e9f0a1b2c3"
}

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