Pith Number

pith:KF2VVGCL

pith:2021:KF2VVGCLCADPU57C5NQZA2KAP7

not attested not anchored not stored refs pending

Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction

Lyudmila Mihaylova, Peng Wang, Youngjoo Kim

arxiv:2103.02578 v1 · 2021-03-03 · 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{KF2VVGCLCADPU57C5NQZA2KAP7}

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	2026-07-05T02:20:10.818227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51755a984b1006fa77e2eb619069407fd480829a4af7e2be520311a1c70fb9eb

Aliases

arxiv: 2103.02578 · arxiv_version: 2103.02578v1 · doi: 10.48550/arxiv.2103.02578 · pith_short_12: KF2VVGCLCADP · pith_short_16: KF2VVGCLCADPU57C · pith_short_8: KF2VVGCL

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/KF2VVGCLCADPU57C5NQZA2KAP7 \
  | 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: 51755a984b1006fa77e2eb619069407fd480829a4af7e2be520311a1c70fb9eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd079a23a059b0e8725323ecfff6979b7bf4f41b4bd13d49e26e3866094a5fa3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-03T18:21:49Z",
    "title_canon_sha256": "4159a280a84bebe980800e78569a9258b14f031858ab3cb1f37be30824395634"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.02578",
    "kind": "arxiv",
    "version": 1
  }
}