Pith Number

pith:3CBZU3OK

pith:2025:3CBZU3OKC34O54HJGZ3V2M4VUO

not attested not anchored not stored refs pending

Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks

Bingjie Yan, Jianbing Ding, Jianqing Zhang, Jingyi Li, Kejia Zhang, Qiang Yang, Tianyuan Zou, Xiangsen Chen, Xiaozhou Ye, Xidong Wang, Yang Liu, Ya-Qin Zhang, Ye Ouyang, Zixuan Gu

arxiv:2504.17421 v2 · 2025-04-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CBZU3OKC34O54HJGZ3V2M4VUO}

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	2026-06-30T01:17:23.080148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8839a6dca16f8eef0e936775d3395a394b105b1c03dc292781a7dd6883a91c8

Aliases

arxiv: 2504.17421 · arxiv_version: 2504.17421v2 · doi: 10.48550/arxiv.2504.17421 · pith_short_12: 3CBZU3OKC34O · pith_short_16: 3CBZU3OKC34O54HJ · pith_short_8: 3CBZU3OK

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/3CBZU3OKC34O54HJGZ3V2M4VUO \
  | 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: d8839a6dca16f8eef0e936775d3395a394b105b1c03dc292781a7dd6883a91c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2140c52726a14436648680bddbb13eec4675b78d96f2be94a8a4698d8617541f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-24T10:24:35Z",
    "title_canon_sha256": "ec7b70b45ad5061c54dc5aea7f8df2a2a793ef52cd3b20757a723e7ba70f4cb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17421",
    "kind": "arxiv",
    "version": 2
  }
}