Graph World Models: Concepts, Taxonomy, and Future Directions
Compared to this week’s papers
Verification pending
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/graph-world-models-concepts-taxonomy-and-future-directions
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 3/10
- Last proof check
- 2026-05-01
- Score updated
- 2026-05-01
- Score fresh until
- 2026-05-31
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Graph World Models: Concepts, Taxonomy, and Future Directions
Canonical ID graph-world-models-concepts-taxonomy-and-future-directions | Route /signal-canvas/graph-world-models-concepts-taxonomy-and-future-directions
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/graph-world-models-concepts-taxonomy-and-future-directionsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "graph-world-models-concepts-taxonomy-and-future-directions",
"query_text": "Summarize Graph World Models: Concepts, Taxonomy, and Future Directions"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Graph World Models: Concepts, Taxonomy, and Future Directions",
"normalized_query": "2604.27895",
"route": "/signal-canvas/graph-world-models-concepts-taxonomy-and-future-directions",
"paper_ref": "graph-world-models-concepts-taxonomy-and-future-directions",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Graph World Models: Concepts, Taxonomy, and Future Directions
PDF: https://arxiv.org/pdf/2604.27895v1
Source count: 3
Coverage: 50%
Last proof check: 2026-05-01T15:05:23.320Z
Signal Canvas receipt window
Not build-ready: Graph World Models: Concepts, Taxonomy, and Future Directions
/buildability/graph-world-models-concepts-taxonomy-and-future-directions
Subject: Graph World Models: Concepts, Taxonomy, and Future Directions
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/graph-world-models-concepts-taxonomy-and-future-directions
Paper ref
graph-world-models-concepts-taxonomy-and-future-directions
arXiv id
2604.27895
Freshness
Generated at
2026-05-01T15:05:23.320Z
Evidence freshness
fresh
Last verification
2026-05-01T15:05:23.320Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
b46adaf12f961f293f5b4c618cc37ae837877148ca8cd2313792a9e1acd198c1
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Graph World Models: Concepts, Taxonomy, and Future Directions
Canonical Paper Receipt
Last verification: 2026-05-01T15:05:23.320ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 3.0
GitHub Code Pulse
No public code linked for this paper yet.
Claim map
No public claim map is available for this paper yet.
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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