PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking explores PDDL-Mind is a neuro-symbolic framework that enhances LLM performance on theory-of-mind tasks by providing reliable state tracking through PDDL translation.. Commercial viability score: 7/10 in LLM Reasoning.
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Page Freshness
Canonical route: /paper/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
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Agent Handoff
Canonical ID pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking | Route /paper/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-trackingMCP example
{
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}Paper proof page receipt window
/buildability/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
Subject: PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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Insufficient data
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Preparing verified analysis
Dimensions overall score 7.0
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Receipt path
/buildability/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
Paper ref
pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
arXiv id
2604.17819
Generated at
2026-04-21T02:39:57.241Z
Evidence freshness
stale
Last verification
2026-04-21T02:39:57.241Z
Sources
3
References
0
Coverage
50%
Lineage hash
4105c7208fbe0e155219930add2043d21a5de6d6c2442543fee48cbe7acd101e
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 / 3 sources / Verification pending
repo_url
references