Pith Number

pith:BJRGFCTO

pith:2020:BJRGFCTOUZ56UD2GBWY42O2DTY

not attested not anchored not stored refs pending

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

Mengzhang Li, Zhanxing Zhu

arxiv:2012.09641 v2 · 2020-12-15 · 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{BJRGFCTOUZ56UD2GBWY42O2DTY}

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

1 paper in Pith

Forecasting Multivariate Urban Data via Decomposition and Spatio-Temporal Graph Analysis

Receipt and verification

First computed	2026-07-05T02:20:42.778096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a62628a6ea67bea0f460db1cd3b439e1fb9b79c42e3e5029453b932b66e2bf1

Aliases

arxiv: 2012.09641 · arxiv_version: 2012.09641v2 · doi: 10.48550/arxiv.2012.09641 · pith_short_12: BJRGFCTOUZ56 · pith_short_16: BJRGFCTOUZ56UD2G · pith_short_8: BJRGFCTO

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/BJRGFCTOUZ56UD2GBWY42O2DTY \
  | 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: 0a62628a6ea67bea0f460db1cd3b439e1fb9b79c42e3e5029453b932b66e2bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5591cdd59305457652a2a166a08d70f15e1cd03953796dd795ea83f1321a7ed4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-15T14:03:17Z",
    "title_canon_sha256": "2b58e72e34f3b4fce9ccf9b50aa64aa82c85b1a4ba8fb58cfa8633f21bec1e67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.09641",
    "kind": "arxiv",
    "version": 2
  }
}