Pith Number

pith:3Y5PBBCJ

pith:2025:3Y5PBBCJWINQISJNV3PS3CSTJR

not attested not anchored not stored refs pending

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

Chengwu Liu, Lifeng Shang, Ming Zhang, Qun Liu, Xin Xu, Yan Xu, Yasheng Wang, Ye Yuan, Yichun Yin, Zaoyu Chen

arxiv:2506.04592 v1 · 2025-06-05 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Y5PBBCJWINQISJNV3PS3CSTJR}

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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

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Receipt and verification

First computed	2026-07-05T11:16:17.413647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de3af08449b21b04492daedf2d8a534c7e5d8dce1ce9568a2919d4bfd41d98b9

Aliases

arxiv: 2506.04592 · arxiv_version: 2506.04592v1 · doi: 10.48550/arxiv.2506.04592 · pith_short_12: 3Y5PBBCJWINQ · pith_short_16: 3Y5PBBCJWINQISJN · pith_short_8: 3Y5PBBCJ

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/3Y5PBBCJWINQISJNV3PS3CSTJR \
  | 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: de3af08449b21b04492daedf2d8a534c7e5d8dce1ce9568a2919d4bfd41d98b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d823a989eb215d633717d0c6ba536ff81f510087273e73d5e5fc93504c413a3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T03:16:08Z",
    "title_canon_sha256": "f3a6b46190e2bc8f4cc984ed9594846441843a8b9e6e50cf60da10f5a1360319"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04592",
    "kind": "arxiv",
    "version": 1
  }
}