Pith. sign in
Pith Number

pith:IYJ5CTHS

pith:2025:IYJ5CTHS5QXH2RDGMBTJRAZ6RE
not attested not anchored not stored refs pending

JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models

Chao Deng, Fangning Chao, Haiyu Zhang, Huan Bai, Junlan Feng, Yankai Liu, Yaqian Hao, Yifan Hao, Zhaojun Cui

arxiv:2507.19748 v1 · 2025-07-26 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IYJ5CTHS5QXH2RDGMBTJRAZ6RE}

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.
Receipt and verification
First computed 2026-07-05T11:43:41.094158Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4613d14cf2ec2e7d4466606698833e89216c30d454132dafc982babb72e6f085

Aliases

arxiv: 2507.19748 · arxiv_version: 2507.19748v1 · doi: 10.48550/arxiv.2507.19748 · pith_short_12: IYJ5CTHS5QXH · pith_short_16: IYJ5CTHS5QXH2RDG · pith_short_8: IYJ5CTHS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IYJ5CTHS5QXH2RDGMBTJRAZ6RE \
  | 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: 4613d14cf2ec2e7d4466606698833e89216c30d454132dafc982babb72e6f085
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95ccbdde2fecb6db3fe6d3faa5f03f579fbef016e008ca0874d9bc5944056f56",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-26T02:45:10Z",
    "title_canon_sha256": "f8943001c1b9c1c1214fbf01a1428d84173f21febb717eb28cb5abb971cce4c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19748",
    "kind": "arxiv",
    "version": 1
  }
}