Pith Number

pith:H6CZM6LM

pith:2025:H6CZM6LMFDXD2XBSDP5EDRBJ5U

not attested not anchored not stored refs pending

Scenario Understanding of Traffic Scenes Through Large Visual Language Models

Esteban Rivera, Jannik L\"ubberstedt, Markus Lienkamp, Nico Uhlemann

arxiv:2501.17131 v2 · 2025-01-28 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H6CZM6LMFDXD2XBSDP5EDRBJ5U}

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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.

Cited by

1 paper in Pith

Structured Labeling Enables Faster Vision-Language Models for End-to-End Autonomous Driving

Receipt and verification

First computed	2026-07-05T10:45:16.689255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f8596796c28ee3d5c321bfa41c429ed2cf2357b8405343e631ec596dd87ebc9

Aliases

arxiv: 2501.17131 · arxiv_version: 2501.17131v2 · doi: 10.48550/arxiv.2501.17131 · pith_short_12: H6CZM6LMFDXD · pith_short_16: H6CZM6LMFDXD2XBS · pith_short_8: H6CZM6LM

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/H6CZM6LMFDXD2XBSDP5EDRBJ5U \
  | 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: 3f8596796c28ee3d5c321bfa41c429ed2cf2357b8405343e631ec596dd87ebc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0a6fb9c55fcfa6f18e926f01036f4174b6295d20660627649c1570b0cc3d46e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-28T18:23:12Z",
    "title_canon_sha256": "bbc3ddefbcc689668a3bb07a74c0fb48a1a16adbb3faac00b2f1d7532e8823a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17131",
    "kind": "arxiv",
    "version": 2
  }
}