Pith Number

pith:C2L66AUW

pith:2021:C2L66AUWXN2FO6M6ZEIBHN5HFO

not attested not anchored not stored refs pending

Graph Neural Network for Traffic Forecasting: A Survey

Jiayun Luo, Weiwei Jiang

arxiv:2101.11174 v4 · 2021-01-27 · 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{C2L66AUWXN2FO6M6ZEIBHN5HFO}

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.

Cited by

2 papers in Pith

A Global-Local Graph Attention Network for Traffic Forecasting

Attention-based graph neural networks: a survey

Receipt and verification

First computed	2026-07-05T04:38:10.151398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1697ef0296bb7457799ec91013b7a72b9af2624dec4049171febd11542089358

Aliases

arxiv: 2101.11174 · arxiv_version: 2101.11174v4 · doi: 10.48550/arxiv.2101.11174 · pith_short_12: C2L66AUWXN2F · pith_short_16: C2L66AUWXN2FO6M6 · pith_short_8: C2L66AUW

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/C2L66AUWXN2FO6M6ZEIBHN5HFO \
  | 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: 1697ef0296bb7457799ec91013b7a72b9af2624dec4049171febd11542089358

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a05cbd3f6bcde40d7b30f78f904bbf4127ddce6356dc82a9ac8a3ca141033ca1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-27T02:35:41Z",
    "title_canon_sha256": "b5f5cd63b06865cd80b3e8e3ac4fe0940b49b1fe434a97dd891131b113d88c47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.11174",
    "kind": "arxiv",
    "version": 4
  }
}