Pith Number

pith:COOPEH2A

pith:2024:COOPEH2ARJPZV4VYPIZWPHTCRN

not attested not anchored not stored refs pending

SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation

Bin Xu, Yang Gao, Yiguan Lin, Yinghao Li

arxiv:2411.11053 v5 · 2024-11-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{COOPEH2ARJPZV4VYPIZWPHTCRN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents

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

ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation

Receipt and verification

First computed	2026-07-05T11:00:40.210906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

139cf21f408a5f9af2b87a33679e628b755cc79639e863c13117ebceaa4239d1

Aliases

arxiv: 2411.11053 · arxiv_version: 2411.11053v5 · doi: 10.48550/arxiv.2411.11053 · pith_short_12: COOPEH2ARJPZ · pith_short_16: COOPEH2ARJPZV4VY · pith_short_8: COOPEH2A

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/COOPEH2ARJPZV4VYPIZWPHTCRN \
  | 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: 139cf21f408a5f9af2b87a33679e628b755cc79639e863c13117ebceaa4239d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de25e75b9283cd9bc87fcc9adffe1afbc6bd2d0a72ddc61f030f72e3d181e7e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-17T12:31:04Z",
    "title_canon_sha256": "f1adf5a4c17095f061d98b0f954dad5f99a3d69109ba75998b9d69c72e72724e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11053",
    "kind": "arxiv",
    "version": 5
  }
}