Pith Number

pith:3VOTKBFQ

pith:2026:3VOTKBFQEUGK3FA3GLZRQRNWCB

not attested not anchored not stored refs pending

GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

Beidi Luan, Cheng Hua, Daxin Jiang, Haibing Guan, Hui Cai, Jiacheng Lu, Jing Li, Lingjing Teng, Rui Sun, Sinuo Wang, Tao Song, Wentao Zhao, Yijia He, Zhengze Wu, Zuo Bai

arxiv:2607.24889 v1 · 2026-07-27 · cs.LG · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VOTKBFQEUGK3FA3GLZRQRNWCB}

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	2026-07-29T00:24:50.105299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd5d3504b0250cad941b32f31845b61077459e348c549caad1c40ab26c971a53

Aliases

arxiv: 2607.24889 · arxiv_version: 2607.24889v1 · doi: 10.48550/arxiv.2607.24889 · pith_short_12: 3VOTKBFQEUGK · pith_short_16: 3VOTKBFQEUGK3FA3 · pith_short_8: 3VOTKBFQ

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/3VOTKBFQEUGK3FA3GLZRQRNWCB \
  | 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: dd5d3504b0250cad941b32f31845b61077459e348c549caad1c40ab26c971a53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac727d0116dc0f59dbb954bb54f87215938df85470d31b2614d2ce15a439013f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-27T13:03:19Z",
    "title_canon_sha256": "ea21b6b85984eae1d6e0884bce571cfb9b7998416394af85d8c4d48922cce959"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24889",
    "kind": "arxiv",
    "version": 1
  }
}