Pith Number

pith:WUMFWI7I

pith:2024:WUMFWI7IGTRWWJMHKDZQW26TXO

not attested not anchored not stored refs pending

Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware

Chaoqun Liu, Chen Gong, Guangyu Li, Xuanpeng Li

arxiv:2412.14569 v1 · 2024-12-19 · 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{WUMFWI7IGTRWWJMHKDZQW26TXO}

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	2026-07-05T10:29:31.211689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5185b23e834e36b258750f30b6bd3bbb89228a350c8d1ee6ddaaeef05b4a34a

Aliases

arxiv: 2412.14569 · arxiv_version: 2412.14569v1 · doi: 10.48550/arxiv.2412.14569 · pith_short_12: WUMFWI7IGTRW · pith_short_16: WUMFWI7IGTRWWJMH · pith_short_8: WUMFWI7I

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/WUMFWI7IGTRWWJMHKDZQW26TXO \
  | 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: b5185b23e834e36b258750f30b6bd3bbb89228a350c8d1ee6ddaaeef05b4a34a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b845447c66fc3bbfd9596494b68e743bc1571ec8bc50071bbf03f96a0572cf6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T06:40:21Z",
    "title_canon_sha256": "fe2eea320624b2561f71e159c9257a1760da98636a3dd2f6191b83f20805715d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14569",
    "kind": "arxiv",
    "version": 1
  }
}