Pith Number

pith:IZX57RXL

pith:2026:IZX57RXLFDSXMURH5PELOW3GTJ

not attested not anchored not stored refs pending

CONCAT: Consensus- and Confidence-Driven Ad Hoc Teaming for Efficient LLM-Based Multi-Agent Systems

Deyu Zhou, Dingyi Zhang, Hui Zang, Jiajia Chu, Pengfei Xia, Sichu Liang, Ziyang Ma

arxiv:2605.29612 v1 · 2026-05-28 · cs.MA · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZX57RXLFDSXMURH5PELOW3GTJ}

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	2026-05-29T01:05:50.967139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

466fdfc6eb28e5765227ebc8b75b669a5bbf2cd5f2b44f0d8d38fc2245b94585

Aliases

arxiv: 2605.29612 · arxiv_version: 2605.29612v1 · doi: 10.48550/arxiv.2605.29612 · pith_short_12: IZX57RXLFDSX · pith_short_16: IZX57RXLFDSXMURH · pith_short_8: IZX57RXL

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/IZX57RXLFDSXMURH5PELOW3GTJ \
  | 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: 466fdfc6eb28e5765227ebc8b75b669a5bbf2cd5f2b44f0d8d38fc2245b94585

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee8170e5d5adb3885cec706deb8487fb674ffda070c9b681573649b2e206d13f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-05-28T08:47:54Z",
    "title_canon_sha256": "63ac224133dbdf4bc8f8ea79f32e52b5c0a35a7251e0a6b244c163a19e2e624a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29612",
    "kind": "arxiv",
    "version": 1
  }
}