Pith Number

pith:A2LFHJZR

pith:2025:A2LFHJZRFPLJCK2UDBKQ4WPMJW

not attested not anchored not stored refs pending

Boosting LLM Reasoning via Spontaneous Self-Correction

Chen Zhu, Di Jin, Han Fang, Liang Tan, Sarath Chandar, Sinong Wang, Tengyu Xu, Xuewei Wang, Xutong Zhao, Yen-Ting, Yun He, Zhengxing Chen, Zhuokai Zhao, Zishun Yu

arxiv:2506.06923 v1 · 2025-06-07 · 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{A2LFHJZRFPLJCK2UDBKQ4WPMJW}

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

5 papers in Pith

ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning

Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning

The Self-Correction Illusion: Role Relabeling Gates Explicit Error Flagging in Large Language Models

Token-Level LLM Collaboration via FusionRoute

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions

Receipt and verification

First computed	2026-07-05T11:17:58.273158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

069653a7312bd6912b5418550e59ec4d881d0a8653887ec75a26e0bcf4291ea3

Aliases

arxiv: 2506.06923 · arxiv_version: 2506.06923v1 · doi: 10.48550/arxiv.2506.06923 · pith_short_12: A2LFHJZRFPLJ · pith_short_16: A2LFHJZRFPLJCK2U · pith_short_8: A2LFHJZR

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/A2LFHJZRFPLJCK2UDBKQ4WPMJW \
  | 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: 069653a7312bd6912b5418550e59ec4d881d0a8653887ec75a26e0bcf4291ea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2d45dba6269a201b0414cb02ee51bde85728f4e90b2fe1cccc12c26d7648ed6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-07T21:23:00Z",
    "title_canon_sha256": "90b336af4cce8154df370063cc4d096a5b01078058a493630ae01ce91fbd2669"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06923",
    "kind": "arxiv",
    "version": 1
  }
}