Pith Number

pith:QTV44Q44

pith:2025:QTV44Q44I75I3WIFWNPP42ZJKP

not attested not anchored not stored refs pending

From Segments to Scenes: Temporal Understanding in Autonomous Driving via Vision-Language Model

Ahmad Rezaei, Alireza Heidarikhazaei, Kevin Cannons, Mohammad Akbari, Mohammad Asiful Hossain, Mohsen Gholami, Saeed Ranjbar Alvar, Yong Zhang, Zhou Weimin

arxiv:2512.05277 v3 · 2025-12-04 · cs.CV · 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{QTV44Q44I75I3WIFWNPP42ZJKP}

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	2026-06-02T01:03:39.099819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84ebce439c47fa8dd905b35efe6b2953c09860d5fa1eec3cf2d4a83e27ed48ca

Aliases

arxiv: 2512.05277 · arxiv_version: 2512.05277v3 · doi: 10.48550/arxiv.2512.05277 · pith_short_12: QTV44Q44I75I · pith_short_16: QTV44Q44I75I3WIF · pith_short_8: QTV44Q44

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/QTV44Q44I75I3WIFWNPP42ZJKP \
  | 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: 84ebce439c47fa8dd905b35efe6b2953c09860d5fa1eec3cf2d4a83e27ed48ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "404e839deb1067c9d13531b0fa837ec89da16ef5f14f0159bc71353a0a2954c9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-04T21:57:10Z",
    "title_canon_sha256": "c269b6d49f2183ebc9f4df51f71fcac7fe9a8b1e360b56c868d6b2e1fdfa5fa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.05277",
    "kind": "arxiv",
    "version": 3
  }
}