EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-24
Score updated: 2026-04-24
Score fresh until: 2026-05-24
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval | Route /signal-canvas/engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval

MCP example

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    "mode": "paper",
    "paper_ref": "engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval",
    "query_text": "Summarize EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval"
  }
}

source_context

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  "mode": "paper",
  "query": "EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval",
  "normalized_query": "2604.21229",
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  "paper_ref": "engramabench-evaluating-long-term-conversational-memory-with-structured-graph-retrieval",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

PDF: https://arxiv.org/pdf/2604.21229v1

Repository: https://github.com/julianacunadc/engramabench

Source count: 4

Coverage: 67%

Last proof check: 2026-04-24T20:28:41.902Z

Signal Canvas receipt window

Ready for execution: EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

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Subject: EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

Verdict

EngramaBench: Evaluating Long-Term Conversational Memory with Structured Graph Retrieval

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