Pith. sign in
Pith Number

pith:GMIWUEXE

pith:2025:GMIWUEXED34YKR3O7CKUWILIWD
not attested not anchored not stored refs pending

WarriorMath: Enhancing the Mathematical Ability of Large Language Models with a Defect-aware Framework

Dongmei Zhang, Fangkai Yang, Hao Sun, Lu Wang, Minghua He, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Yifei Dong, Yue Chen, Yuefeng Zhan, Yu Kang

arxiv:2508.01245 v1 · 2025-08-02 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GMIWUEXED34YKR3O7CKUWILIWD}

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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.
Receipt and verification
First computed 2026-07-05T11:47:35.901884Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

33116a12e41ef985476ef8954b2168b0c2eab2a315760d9ccbc309232b04b6dd

Aliases

arxiv: 2508.01245 · arxiv_version: 2508.01245v1 · doi: 10.48550/arxiv.2508.01245 · pith_short_12: GMIWUEXED34Y · pith_short_16: GMIWUEXED34YKR3O · pith_short_8: GMIWUEXE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GMIWUEXED34YKR3O7CKUWILIWD \
  | 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: 33116a12e41ef985476ef8954b2168b0c2eab2a315760d9ccbc309232b04b6dd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "86cee0cd0af1545b8ca00e35b4df416b8cc0c9b47c541955faa9371434e34de2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-02T07:45:12Z",
    "title_canon_sha256": "1fe44b6348feb7c6a18a6549e90e6da115cc3990f8c9059d4775dec71c915db4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01245",
    "kind": "arxiv",
    "version": 1
  }
}