Pith. sign in
Pith Number

pith:6P7BKESV

pith:2026:6P7BKESVJ74JMP3IY72LB36LXK
not attested not anchored not stored refs pending

Do We Really Need Transformers for Global Spatial Information Extraction in Traffic Forecasting?

Letao Kang, Miao Zhang, Qihang Zhang, Siyao Zhang, Wenzhe Liang, Zhao Zhang

arxiv:2607.12462 v1 · 2026-07-14 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6P7BKESVJ74JMP3IY72LB36LXK}

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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 2026-07-15T01:21:36.408364Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f3fe1512554ff8963f68c7f4b0efcbba8b0b89cd7c958535314bc532f84040ea

Aliases

arxiv: 2607.12462 · arxiv_version: 2607.12462v1 · doi: 10.48550/arxiv.2607.12462 · pith_short_12: 6P7BKESVJ74J · pith_short_16: 6P7BKESVJ74JMP3I · pith_short_8: 6P7BKESV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6P7BKESVJ74JMP3IY72LB36LXK \
  | 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: f3fe1512554ff8963f68c7f4b0efcbba8b0b89cd7c958535314bc532f84040ea
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6b098d26a374a87bc31c05b203d88181692bdd826263e87e8eed30a10da62fb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-14T07:44:01Z",
    "title_canon_sha256": "4ed075eef9cdc55b92a4ed37ab3b2d3c219c16f4681a04c60f82b066c710e093"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12462",
    "kind": "arxiv",
    "version": 1
  }
}