Pith Number

pith:BV3M4CKS

pith:2022:BV3M4CKSIV3MQOR6ZDCYJNN6MX

not attested not anchored not stored refs pending

Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework

Jianlei Kong, Min Zuo, Xiaomeng Fan, Xue-Bo Jin

arxiv:2212.07194 v1 · 2022-12-14 · cs.LG · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BV3M4CKSIV3MQOR6ZDCYJNN6MX}

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	2026-07-05T05:25:22.679213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d76ce09524576c83a3ec8c584b5be65f39a0df04f3f490515a69e965dd68c49

Aliases

arxiv: 2212.07194 · arxiv_version: 2212.07194v1 · doi: 10.48550/arxiv.2212.07194 · pith_short_12: BV3M4CKSIV3M · pith_short_16: BV3M4CKSIV3MQOR6 · pith_short_8: BV3M4CKS

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/BV3M4CKSIV3MQOR6ZDCYJNN6MX \
  | 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: 0d76ce09524576c83a3ec8c584b5be65f39a0df04f3f490515a69e965dd68c49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97cf7feed3feefee87d1f056cb1a0edf63ae8becbd110a11d9f80166f1046af8",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-14T12:39:47Z",
    "title_canon_sha256": "fc1bb82bbc991c9232adc364b2b32da40ca48f0eb9cc2f33a9612bceec979faf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.07194",
    "kind": "arxiv",
    "version": 1
  }
}