Pith Number

pith:XFNGOAXY

pith:2024:XFNGOAXY2MLCLSSJ5M7FKR7WLJ

not attested not anchored not stored refs pending

Enhancing Mathematical Reasoning in LLMs by Stepwise Correction

Chao Shen, Meng Jiang, Qingkai Zeng, Zhaoxuan Tan, Zhenyu Wu, Zhihan Zhang

arxiv:2410.12934 v1 · 2024-10-16 · 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{XFNGOAXY2MLCLSSJ5M7FKR7WLJ}

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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

2 papers in Pith

DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs

Dual-Track CoT: Budget-Aware Stepwise Guidance for Small LMs

Receipt and verification

First computed	2026-07-05T09:21:52.967187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b95a6702f8d31625ca49eb3e5547f65a5060eece25e4a32d6bd20b7cbc40c7a3

Aliases

arxiv: 2410.12934 · arxiv_version: 2410.12934v1 · doi: 10.48550/arxiv.2410.12934 · pith_short_12: XFNGOAXY2MLC · pith_short_16: XFNGOAXY2MLCLSSJ · pith_short_8: XFNGOAXY

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/XFNGOAXY2MLCLSSJ5M7FKR7WLJ \
  | 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: b95a6702f8d31625ca49eb3e5547f65a5060eece25e4a32d6bd20b7cbc40c7a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cdef82978046286d94ef7063cbd5dc6ab5d6b3e254f1c64e2cc7f2aa2ae29c4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-16T18:18:42Z",
    "title_canon_sha256": "acf8cf8c1a7818929e1e3525d4fac89340ad0e2ee47904756f0a9e5bda2d1d8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12934",
    "kind": "arxiv",
    "version": 1
  }
}