Pith. sign in
Pith Number

pith:H4P2SGPK

pith:2025:H4P2SGPKXZ4NEAIT33DW6LDIDQ
not attested not anchored not stored refs pending

Multi-Agent Visual-Language Reasoning for Comprehensive Highway Scene Understanding

Jidong J. Yang, Ningning Xu, Yunxiang Yang

arxiv:2508.17205 v1 · 2025-08-24 · cs.CV · cs.AI · cs.CL · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{H4P2SGPKXZ4NEAIT33DW6LDIDQ}

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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.
Receipt and verification
First computed 2026-07-05T11:58:37.467509Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3f1fa919eabe78d20113dec76f2c681c21a698b1a2e02a6db37f599d12984f44

Aliases

arxiv: 2508.17205 · arxiv_version: 2508.17205v1 · doi: 10.48550/arxiv.2508.17205 · pith_short_12: H4P2SGPKXZ4N · pith_short_16: H4P2SGPKXZ4NEAIT · pith_short_8: H4P2SGPK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H4P2SGPKXZ4NEAIT33DW6LDIDQ \
  | 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: 3f1fa919eabe78d20113dec76f2c681c21a698b1a2e02a6db37f599d12984f44
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2b2f07fe64ac89466eaa228bcd367b2c3437b5fa1fd908e2787f53a14f7369f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-24T03:55:24Z",
    "title_canon_sha256": "41774244965e5f62c548859f93619a737f2927ccde46a50a763205dbdbb2e0c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17205",
    "kind": "arxiv",
    "version": 1
  }
}