Pith Number

pith:WK3FFV2U

pith:2024:WK3FFV2UL62UTJMFTQXZ37B6Y2

not attested not anchored not stored refs pending

S^3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners

Jian Shao, Jin Jiang, Mengdi Zhang, Xin Xu, Xunliang Cai, Yang Liu, Yixin Cao, Yuchen Yan

arxiv:2409.01524 v3 · 2024-09-03 · 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{WK3FFV2UL62UTJMFTQXZ37B6Y2}

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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

1 paper in Pith

Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification

Receipt and verification

First computed	2026-07-05T11:28:31.406444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2b652d7545fb549a5859c2f9dfc3ec6bf578d80c5b3c84f407fd776cff05827

Aliases

arxiv: 2409.01524 · arxiv_version: 2409.01524v3 · doi: 10.48550/arxiv.2409.01524 · pith_short_12: WK3FFV2UL62U · pith_short_16: WK3FFV2UL62UTJMF · pith_short_8: WK3FFV2U

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/WK3FFV2UL62UTJMFTQXZ37B6Y2 \
  | 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: b2b652d7545fb549a5859c2f9dfc3ec6bf578d80c5b3c84f407fd776cff05827

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42f5531340216a1a45ba1db3262e57000fcdd8fde19ef2464597efba28322823",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-03T01:40:21Z",
    "title_canon_sha256": "a165ea7c2d0ea94519818659efcd110657d8cbc4f2086f213fc1088007f2cc09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01524",
    "kind": "arxiv",
    "version": 3
  }
}