Pith Number

pith:QACR4WOG

pith:2025:QACR4WOGJ4NIUBBKDEO3MP6JCN

not attested not anchored not stored refs pending

Vision-LLMs for Spatiotemporal Traffic Forecasting

Haijun Zhang, Hengyu Zhong, Ning Yang, Randall Berry

arxiv:2510.11282 v2 · 2025-10-13 · 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{QACR4WOGJ4NIUBBKDEO3MP6JCN}

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	2026-05-17T23:39:01.050089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80051e59c64f1a8a042a191db63fc913652aecbb007533ece95372582e83884b

Aliases

arxiv: 2510.11282 · arxiv_version: 2510.11282v2 · doi: 10.48550/arxiv.2510.11282 · pith_short_12: QACR4WOGJ4NI · pith_short_16: QACR4WOGJ4NIUBBK · pith_short_8: QACR4WOG

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/QACR4WOGJ4NIUBBKDEO3MP6JCN \
  | 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: 80051e59c64f1a8a042a191db63fc913652aecbb007533ece95372582e83884b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "341bb14fc9108e7195a2cfdeab6eda2851f2ab3d6dc69cfdf818b598d1cc8a7a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-13T11:15:56Z",
    "title_canon_sha256": "dd44fad44f4e55ae6231dfa417b5956974a58a311c1290ee6568b609c20f0b05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.11282",
    "kind": "arxiv",
    "version": 2
  }
}