Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Page Freshness
Canonical route: /signal-canvas/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea
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 the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea | Route /signal-canvas/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-reaMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea",
"query_text": "Summarize The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning",
"normalized_query": "2605.31404",
"route": "/signal-canvas/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea",
"paper_ref": "the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
PDF: https://arxiv.org/pdf/2605.31404v1
Repository: https://github.com/jonesdong150/LLM-Navigation-Inductive-Bias
Source count: 4
Coverage: 67%
Last proof check: 2026-06-01T20:21:44.312Z
Signal Canvas receipt window
/buildability/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea
Subject: The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning
Preparing verified analysis
Dimensions overall score 7.0
{"file name": "input.pdf", "number of pages": 9, "author": "Xudong Zhang; Jian Yang; Shengkai Wang; Jiangpeng Tian; Shaowen Chen; Xian Wei; Ke Li; Xiong You", "title": "The Sword, Shield
Implication not extracted yet.
partial
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Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea
Paper ref
the-sword-shield-and-achilles-heel-characterizing-the-linguistic-inductive-bias-of-large-language-models-for-spatial-rea
arXiv id
2605.31404
Generated at
2026-06-01T20:21:44.312Z
Evidence freshness
stale
Last verification
2026-06-01T20:21:44.312Z
Sources
4
References
0
Coverage
67%
Lineage hash
da987e966237e8cf7ee6534fcbef01ca8202dac4483ac08b4d748e94c4c94192
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 4 sources / Verification pending
references
proof_status