Pith Number

pith:VUKTRAGL

pith:2023:VUKTRAGLSM3BTNQMB6QA5DHJMM

not attested not anchored not stored refs pending

ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks

Dingyi Zhuang, Jinhua Zhao, Peng Sun, Shenhao Wang, Yankai Li, Yulin Hu, Zepu Wang

arxiv:2305.06480 v3 · 2023-05-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VUKTRAGLSM3BTNQMB6QA5DHJMM}

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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	2026-07-05T06:49:22.019645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad153880cb933619b60c0fa00e8ce9632ebdf80caecfcb885c59c945f65e6be8

Aliases

arxiv: 2305.06480 · arxiv_version: 2305.06480v3 · doi: 10.48550/arxiv.2305.06480 · pith_short_12: VUKTRAGLSM3B · pith_short_16: VUKTRAGLSM3BTNQM · pith_short_8: VUKTRAGL

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/VUKTRAGLSM3BTNQMB6QA5DHJMM \
  | 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: ad153880cb933619b60c0fa00e8ce9632ebdf80caecfcb885c59c945f65e6be8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b868398978445ab42760138882ac3e5bbd662af92c512360ad3e4592c84b0df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-10T22:15:40Z",
    "title_canon_sha256": "0d4127fe8778805faecce3c3838457165d4d9c29e31064e077be11694fb2f991"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06480",
    "kind": "arxiv",
    "version": 3
  }
}