Pith Number

pith:NRNOEPML

pith:2025:NRNOEPMLJ3F6LGX4CDJW4BPHUY

not attested not anchored not stored refs pending

STPFormer: A State-of-the-Art Pattern-Aware Spatio-Temporal Transformer for Traffic Forecasting

Jiayu Fang, Junbin Gao, S T Boris Choy, Zhiqi Shao

arxiv:2508.13433 v1 · 2025-08-19 · 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{NRNOEPMLJ3F6LGX4CDJW4BPHUY}

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	2026-07-05T11:55:47.924176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c5ae23d8b4ecbe59afc10d36e05e7a62885b96f90e2e4e0871b0a6ab8bbbf8d

Aliases

arxiv: 2508.13433 · arxiv_version: 2508.13433v1 · doi: 10.48550/arxiv.2508.13433 · pith_short_12: NRNOEPMLJ3F6 · pith_short_16: NRNOEPMLJ3F6LGX4 · pith_short_8: NRNOEPML

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/NRNOEPMLJ3F6LGX4CDJW4BPHUY \
  | 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: 6c5ae23d8b4ecbe59afc10d36e05e7a62885b96f90e2e4e0871b0a6ab8bbbf8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7c52981b09ffc1313d438a94ba8f76c1041440ef6605f21e4684349988adb92",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-19T01:23:38Z",
    "title_canon_sha256": "14e7bc916523da706eeb6e1364dabd6c4a866513b39b712ea99a341cd404fff2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13433",
    "kind": "arxiv",
    "version": 1
  }
}