Pith Number

pith:EJHWRG53

pith:2021:EJHWRG534JG2TBL7WO3ON57WUG

not attested not anchored not stored refs pending

Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module

Da-Cheng Juan, Min Sun, Wei-Cheng Tseng, Wei Wei

arxiv:2112.07222 v3 · 2021-12-14 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EJHWRG534JG2TBL7WO3ON57WUG}

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	2026-07-05T03:52:34.045728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

224f689bbbe24da9857fb3b6e6f7f6a18148a7b3d6d928a056e5b80719366af7

Aliases

arxiv: 2112.07222 · arxiv_version: 2112.07222v3 · doi: 10.48550/arxiv.2112.07222 · pith_short_12: EJHWRG534JG2 · pith_short_16: EJHWRG534JG2TBL7 · pith_short_8: EJHWRG53

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/EJHWRG534JG2TBL7WO3ON57WUG \
  | 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: 224f689bbbe24da9857fb3b6e6f7f6a18148a7b3d6d928a056e5b80719366af7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2cc627aa0f4cc37599c8a098dbbc522f46473de12707249343f57a386bcd0e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-14T08:23:04Z",
    "title_canon_sha256": "c62843ccb779b914262800d7dd98878f75cfcd81af712fa765b48df7a48a31ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.07222",
    "kind": "arxiv",
    "version": 3
  }
}