Pith Number

pith:YY5V6Q4G

pith:2023:YY5V6Q4G5ARIXPCZPIE5SHLKCH

not attested not anchored not stored refs pending

STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction

Chunjiang Zhu, Detian Zhang, Qing Li, Xunlian Luo

arxiv:2307.00495 v2 · 2023-07-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YY5V6Q4G5ARIXPCZPIE5SHLKCH}

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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.

Cited by

2 papers in Pith

From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grained Traffic Prediction

Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth

Receipt and verification

First computed	2026-07-05T08:33:31.002504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c63b5f4386e8228bbc597a09d91d6a11d989badd1b4feca3a7aad20633c98b63

Aliases

arxiv: 2307.00495 · arxiv_version: 2307.00495v2 · doi: 10.48550/arxiv.2307.00495 · pith_short_12: YY5V6Q4G5ARI · pith_short_16: YY5V6Q4G5ARIXPCZ · pith_short_8: YY5V6Q4G

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/YY5V6Q4G5ARIXPCZPIE5SHLKCH \
  | 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: c63b5f4386e8228bbc597a09d91d6a11d989badd1b4feca3a7aad20633c98b63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c404c16586994a959c688ef448a0886b5d6b2573e8be202a84e3d4f569002e24",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-02T06:56:52Z",
    "title_canon_sha256": "71288351334e7bb4810e90b5ba5488262410aae426277afb79e700ad49c2db02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00495",
    "kind": "arxiv",
    "version": 2
  }
}