Pith Number

pith:XSVCGREQ

pith:2025:XSVCGREQUEEHUFXLNEBVMD22WN

not attested not anchored not stored refs pending

HERMES: Towards Efficient and Verifiable Mathematical Reasoning in LLMs

Azim Ospanov, Farzan Farnia, Haoli Bai, Jiacheng Sun, Xin Shen, Zijin Feng

arxiv:2511.18760 v2 · 2025-11-24 · cs.AI · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSVCGREQUEEHUFXLNEBVMD22WN}

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.

Cited by

1 paper in Pith

Where to Spend Rollouts: Hit-Utility Optimal Rollout Allocation for Group-Based RLVR

Receipt and verification

First computed	2026-06-01T01:03:46.929371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcaa234490a1087a16eb6903560f5ab35cd1eb892a52595c9005dae93129ba16

Aliases

arxiv: 2511.18760 · arxiv_version: 2511.18760v2 · doi: 10.48550/arxiv.2511.18760 · pith_short_12: XSVCGREQUEEH · pith_short_16: XSVCGREQUEEHUFXL · pith_short_8: XSVCGREQ

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/XSVCGREQUEEHUFXLNEBVMD22WN \
  | 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: bcaa234490a1087a16eb6903560f5ab35cd1eb892a52595c9005dae93129ba16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c38459cdab412ac886ca441be6f3425ce983611dfb0a056ce09de8ee141f37",
    "cross_cats_sorted": [
      "cs.FL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-11-24T04:50:18Z",
    "title_canon_sha256": "9a56bb6aba42ad66c37b58b1023ea2cb4b7b115650800b749f758df1d3b53031"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.18760",
    "kind": "arxiv",
    "version": 2
  }
}