Pith Number

pith:QHDATL6P

pith:2024:QHDATL6PRPHOOQEJOJXIAGEP2R

not attested not anchored not stored refs pending

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Dan Zhang, Jie Tang, Sining Zhoubian, Yisong Yue, Yuxiao Dong, Ziniu Hu

arxiv:2406.03816 v3 · 2024-06-06 · 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{QHDATL6PRPHOOQEJOJXIAGEP2R}

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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

12 papers in Pith

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops

Theoria: Rewrite-Acceptability Verification over Informal Reasoning States

Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces

Efficient Test-time Inference for Generative Planning Models with OCL Search

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Receipt and verification

First computed	2026-07-05T09:36:41.361420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81c609afcf8bcee74089726e80188fd45b420521cc68725ab2c7477629df50a1

Aliases

arxiv: 2406.03816 · arxiv_version: 2406.03816v3 · doi: 10.48550/arxiv.2406.03816 · pith_short_12: QHDATL6PRPHO · pith_short_16: QHDATL6PRPHOOQEJ · pith_short_8: QHDATL6P

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/QHDATL6PRPHOOQEJOJXIAGEP2R \
  | 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: 81c609afcf8bcee74089726e80188fd45b420521cc68725ab2c7477629df50a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09d139f3b9f099fa0afcab3c9365bb0c8f1a88174f9455665dfd43170a5e94f0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-06T07:40:00Z",
    "title_canon_sha256": "e0193e56630e62ecefc5e26869b0d34823cf01b3f95d8167785825e3404eb6e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03816",
    "kind": "arxiv",
    "version": 3
  }
}