Pith. sign in
Pith Number

pith:PZ43BBGX

pith:2022:PZ43BBGXF74LW6FEQT6IW5MXNM
not attested not anchored not stored refs pending

VacciNet: Towards a Smart Framework for Learning the Distribution Chain Optimization of Vaccines for a Pandemic

Hrishav Bakul Barua, Jayeeta Mondal, Jeet Dutta

arxiv:2208.01112 v1 · 2022-08-01 · cs.LG · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PZ43BBGXF74LW6FEQT6IW5MXNM}

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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 2026-07-05T04:45:29.643399Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e79b084d72ff8bb78a484fc8b75976b297808a29f2cd33f83ed0adf1cb256ce

Aliases

arxiv: 2208.01112 · arxiv_version: 2208.01112v1 · doi: 10.48550/arxiv.2208.01112 · pith_short_12: PZ43BBGXF74L · pith_short_16: PZ43BBGXF74LW6FE · pith_short_8: PZ43BBGX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PZ43BBGXF74LW6FEQT6IW5MXNM \
  | 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: 7e79b084d72ff8bb78a484fc8b75976b297808a29f2cd33f83ed0adf1cb256ce
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "136be75002230b444b63ad950ef052973410cf08c1849731437986841dd377f2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-01T19:37:33Z",
    "title_canon_sha256": "3eb3c77e029bc2ffeda21f72c02e070a1a20310ffd8b0edcb2ec9e80f1011586"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01112",
    "kind": "arxiv",
    "version": 1
  }
}