An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-11
Score updated: 2026-05-11
Score fresh until: 2026-06-10
References: 0
Source count: 3
Coverage: 50%

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 an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation | Route /signal-canvas/an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation",
    "query_text": "Summarize An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation",
  "normalized_query": "2605.07125",
  "route": "/signal-canvas/an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation",
  "paper_ref": "an-embarrassingly-simple-graph-heuristic-reveals-shortcut-solvable-benchmarks-for-sequential-recommendation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

PDF: https://arxiv.org/pdf/2605.07125v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-11T20:47:28.632Z

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Watch and verify: An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

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Subject: An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

Verdict

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Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

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