pith. sign in
Pith Number

pith:GFJE73GP

pith:2022:GFJE73GPALC52QDP7N74NCESYA
not attested not anchored not stored refs pending

Multi-Agent Coordination via Multi-Level Communication

Kefan Su, Liwen Zhu, Zeyuan Liu, Zhirui Fang, Ziluo Ding, Zongqing Lu

arxiv:2209.12713 v2 · 2022-09-26 · cs.MA · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GFJE73GPALC52QDP7N74NCESYA}

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 2026-07-05T09:30:54.747832Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

31524feccf02c5dd406ffb7fc68892c017264c2fa202fdd64d4a3e313f4262d1

Aliases

arxiv: 2209.12713 · arxiv_version: 2209.12713v2 · doi: 10.48550/arxiv.2209.12713 · pith_short_12: GFJE73GPALC5 · pith_short_16: GFJE73GPALC52QDP · pith_short_8: GFJE73GP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFJE73GPALC52QDP7N74NCESYA \
  | 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: 31524feccf02c5dd406ffb7fc68892c017264c2fa202fdd64d4a3e313f4262d1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "370ca16fefc4a4b8cfc71e8af270b7de7bc1d2458a77b0f8f75808c27d452c4f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-09-26T14:08:03Z",
    "title_canon_sha256": "8aba327ec91c0a7b1d7e6c0762e5e5ac342e35a8ecf631671fae6e00a85c4ad3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.12713",
    "kind": "arxiv",
    "version": 2
  }
}