Pith Number

pith:DCZFEMLF

pith:2024:DCZFEMLFODAIC3YWSWKXPUJTE5

not attested not anchored not stored refs pending

CrashFormer: A Multimodal Architecture to Predict the Risk of Crash

Ahmad Mohammadshirazi, Amin Karimi Monsefi, Nastaran Karimi Monsefi, Pouya Shiri, Rajiv Ramnath, Ron Davies, Sobhan Moosavi

arxiv:2402.05151 v1 · 2024-02-07 · 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{DCZFEMLFODAIC3YWSWKXPUJTE5}

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	2026-07-05T07:42:45.410774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18b252316570c0816f16959577d13327711dde36c7d1e1d2d3a8a4072d09d8c7

Aliases

arxiv: 2402.05151 · arxiv_version: 2402.05151v1 · doi: 10.48550/arxiv.2402.05151 · pith_short_12: DCZFEMLFODAI · pith_short_16: DCZFEMLFODAIC3YW · pith_short_8: DCZFEMLF

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/DCZFEMLFODAIC3YWSWKXPUJTE5 \
  | 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: 18b252316570c0816f16959577d13327711dde36c7d1e1d2d3a8a4072d09d8c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "718ad0fcc45f17f6809a47d2d04282afb9c0085271bfe0955536b862b7cbdfda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T13:09:23Z",
    "title_canon_sha256": "d4cf2995ce2adc1a1160e369baed9d0157952dc368b154135d8c18f7217d2e20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05151",
    "kind": "arxiv",
    "version": 1
  }
}