Pith Number

pith:EFEJQRBU

pith:2022:EFEJQRBUZR5HVM3KOOSDQBFQDI

not attested not anchored not stored refs pending

CatlNet: Learning Communication and Coordination Policies from CaTL+ Specifications

Calin Belta, Kevin Leahy, Wenliang Liu, Zachary Serlin

arxiv:2212.11792 v1 · 2022-11-30 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EFEJQRBUZR5HVM3KOOSDQBFQDI}

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	2026-07-05T05:27:43.189375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2148984434cc7a7ab36a73a43804b01a14b93cd63db3d6ea9e109bc99f40b684

Aliases

arxiv: 2212.11792 · arxiv_version: 2212.11792v1 · doi: 10.48550/arxiv.2212.11792 · pith_short_12: EFEJQRBUZR5H · pith_short_16: EFEJQRBUZR5HVM3K · pith_short_8: EFEJQRBU

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/EFEJQRBUZR5HVM3KOOSDQBFQDI \
  | 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: 2148984434cc7a7ab36a73a43804b01a14b93cd63db3d6ea9e109bc99f40b684

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86c8304eef629a834f5bb2df69ae78ccbfb7a12e3886f2952248c4f22ac7be73",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-30T21:47:14Z",
    "title_canon_sha256": "5a387a43aff1903e9db77b657d46783a2d25961299b07c78477ed0cc95bf9202"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.11792",
    "kind": "arxiv",
    "version": 1
  }
}