Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-16
Score updated: 2026-04-16
Score fresh until: 2026-05-16
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 leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs | Route /signal-canvas/leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs",
    "query_text": "Summarize Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs",
  "normalized_query": "2604.13979",
  "route": "/signal-canvas/leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs",
  "paper_ref": "leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs",
  "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: Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

PDF: https://arxiv.org/pdf/2604.13979v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-16T18:18:18.730Z

Signal Canvas receipt window

Watch and verify: Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

/buildability/leveraging-llm-gnn-integration-for-open-world-question-answering-over-knowledge-graphs

Watchwatch

Subject: Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

Verdict

Watch

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

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface