Pith Number

pith:CZTTSXSH

pith:2024:CZTTSXSHDK6ELJL4FV2W73P2TD

not attested not anchored not stored refs pending

Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads

Nooshin Yousefzadeh, Rahul Sengupta, Sanjay Ranka

arxiv:2412.11095 v1 · 2024-12-15 · 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{CZTTSXSHDK6ELJL4FV2W73P2TD}

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	2026-07-05T09:49:27.548793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1667395e471abc45a57c2d756fedfa98ed24ba21e9a4224954d239b7942d8adf

Aliases

arxiv: 2412.11095 · arxiv_version: 2412.11095v1 · doi: 10.48550/arxiv.2412.11095 · pith_short_12: CZTTSXSHDK6E · pith_short_16: CZTTSXSHDK6ELJL4 · pith_short_8: CZTTSXSH

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/CZTTSXSHDK6ELJL4FV2W73P2TD \
  | 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: 1667395e471abc45a57c2d756fedfa98ed24ba21e9a4224954d239b7942d8adf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3108bebd4ac85dcb17516d5501e1b9b13dfce4cab20603d92166ee4403f5083",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-15T07:30:01Z",
    "title_canon_sha256": "2fbfe76567c5685a0791dc7b74c3d598c6d560b49d150e0f3adf28e48c5df336"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11095",
    "kind": "arxiv",
    "version": 1
  }
}