Pith Number

pith:6JIQMTK5

pith:2025:6JIQMTK5OOYL57G6HRW7PU2S6Z

not attested not anchored not stored refs pending

CMCTS: A Constrained Monte Carlo Tree Search Framework for Mathematical Reasoning in Large Language Model

Boyan Xu, Guimin Hu, Keli Zhang, Qingwen Lin, Ruichu Cai, Zhifeng Hao, Zijian Li

arxiv:2502.11169 v2 · 2025-02-16 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6JIQMTK5OOYL57G6HRW7PU2S6Z}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

From System 1 to System 2: A Survey of Reasoning Large Language Models

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators

Clover: A Neural-Symbolic Agentic Harness with Stochastic Tree-of-Thoughts for Verified RTL Repair

Receipt and verification

First computed	2026-07-05T11:21:42.390846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f251064d5d73b0befcde3c6df7d352f67436c4e0745ceb072877c1059300c694

Aliases

arxiv: 2502.11169 · arxiv_version: 2502.11169v2 · doi: 10.48550/arxiv.2502.11169 · pith_short_12: 6JIQMTK5OOYL · pith_short_16: 6JIQMTK5OOYL57G6 · pith_short_8: 6JIQMTK5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6JIQMTK5OOYL57G6HRW7PU2S6Z \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f251064d5d73b0befcde3c6df7d352f67436c4e0745ceb072877c1059300c694

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "354ba47c6216e53577a0ebe0351008a0b2ab4323a838c5fe400ea5b91dc63a67",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-16T15:39:57Z",
    "title_canon_sha256": "2fb5d33cacbdd137669ce54aab37c500d751ab755bccfdded46d9feeca5d0c6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11169",
    "kind": "arxiv",
    "version": 2
  }
}