Pith Number

pith:3BRUNBAS

pith:2024:3BRUNBASNAAA32Y7L7B7AVBF4N

not attested not anchored not stored refs pending

CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models

Jianhui Wang, Jingsong Yang, Jun Wang, Meiling Tao, Tianyu Shi, Xuechen Liang, Yangfan He, Yinghui Xia

arxiv:2404.01663 v6 · 2024-04-02 · cs.CL · cs.AI · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3BRUNBASNAAA32Y7L7B7AVBF4N}

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

3 papers in Pith

Training-Free Multimodal Large Language Model Orchestration

Hermes: A Multi-Scale Spatial-Temporal Hypergraph Network for Stock Time Series Forecasting

Receipt and verification

First computed	2026-07-05T10:49:05.727488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d86346841268000deb1f5fc3f05425e354e8271b9ff0610050df4c83dce94533

Aliases

arxiv: 2404.01663 · arxiv_version: 2404.01663v6 · doi: 10.48550/arxiv.2404.01663 · pith_short_12: 3BRUNBASNAAA · pith_short_16: 3BRUNBASNAAA32Y7 · pith_short_8: 3BRUNBAS

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/3BRUNBASNAAA32Y7L7B7AVBF4N \
  | 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: d86346841268000deb1f5fc3f05425e354e8271b9ff0610050df4c83dce94533

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e5beeb7c876570ec2db966f3850355fc67ed3058f1089ce32dbdad841638558",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T06:07:35Z",
    "title_canon_sha256": "e3d966f2273062ad3969bafbf48854574197fc493cb73bd3bf0d871a8de90ef4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01663",
    "kind": "arxiv",
    "version": 6
  }
}