Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA

Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-03
Score updated: 2026-04-02
Score fresh until: 2026-05-02
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 is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa | Route /signal-canvas/is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa",
    "query_text": "Summarize Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA",
  "normalized_query": "2604.00342",
  "route": "/signal-canvas/is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa",
  "paper_ref": "is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa",
  "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: Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA

PDF: https://arxiv.org/pdf/2604.00342v1

Repository: https://github.com/Agrover112/G-Retriever/tree/all_good/

Source count: 4

Coverage: 67%

Last proof check: 2026-04-03T20:30:41.068Z

Signal Canvas receipt window

Ready for execution: Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA

/buildability/is-one-token-all-it-takes-graph-pooling-tokens-for-llm-based-graphqa

Build Nowready

Subject: Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA

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