Pith Number

pith:SJ3SEOPB

pith:2019:SJ3SEOPBWZDBOCVXJWB3JTECNB

not attested not anchored not stored refs pending

ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

Cheonbok Park, Chunggi Lee, Hyojin Bahng, Jaegul Choo, Kihwan Kim, Seungmin Jin, Sungahn Ko, Yunwon Tae

arxiv:1911.13181 v2 · 2019-11-29 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SJ3SEOPBWZDBOCVXJWB3JTECNB}

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	2026-07-05T01:44:09.130846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92772239e1b646170ab74d83b4cc82687febc8850517e0dabd1a8f958e4b7e19

Aliases

arxiv: 1911.13181 · arxiv_version: 1911.13181v2 · doi: 10.48550/arxiv.1911.13181 · pith_short_12: SJ3SEOPBWZDB · pith_short_16: SJ3SEOPBWZDBOCVX · pith_short_8: SJ3SEOPB

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/SJ3SEOPBWZDBOCVXJWB3JTECNB \
  | 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: 92772239e1b646170ab74d83b4cc82687febc8850517e0dabd1a8f958e4b7e19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34cc8f35ccbdf88bc075634d43d3bcc4cfa8c0819302561c49dca9e579a50377",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-29T16:32:51Z",
    "title_canon_sha256": "947d0afcd8c4133d1d785494a53e13bba576d49f520d5c12d4c40b2a583506d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.13181",
    "kind": "arxiv",
    "version": 2
  }
}