Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/towards-foundation-models-for-relational-databases-with-language-models-and-graph-neural-networks

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-18
Score updated: 2026-05-18
Score fresh until: 2026-06-17
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 towards-foundation-models-for-relational-databases-with-language-models-and-graph-neural-networks | Route /signal-canvas/towards-foundation-models-for-relational-databases-with-language-models-and-graph-neural-networks

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/towards-foundation-models-for-relational-databases-with-language-models-and-graph-neural-networks

MCP example

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    "query_text": "Summarize Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks"
  }
}

source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

PDF: https://arxiv.org/pdf/2605.16085v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-18T20:32:04.105Z

Signal Canvas receipt window

Not build-ready: Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

/buildability/towards-foundation-models-for-relational-databases-with-language-models-and-graph-neural-networks

Ignoreblocked

Subject: Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Towards Foundation Models for Relational Databases with Language Models and Graph Neural Networks

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