Pith Number

pith:TGUTTEKZ

pith:2025:TGUTTEKZKPNPUQZY4HGDQSXADY

not attested not anchored not stored refs pending

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions

Bowen Jiang, Chenhui Qiang, Xuehui Yu, Xumeng Han, Zhaoyang Wei, Zhenjun Han

arxiv:2506.09557 v1 · 2025-06-11 · 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{TGUTTEKZKPNPUQZY4HGDQSXADY}

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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

Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs

Receipt and verification

First computed	2026-07-05T11:19:39.008668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99a939915953dafa4338e1cc384ae01e2a700ee39f75fc7005860ea80c405894

Aliases

arxiv: 2506.09557 · arxiv_version: 2506.09557v1 · doi: 10.48550/arxiv.2506.09557 · pith_short_12: TGUTTEKZKPNP · pith_short_16: TGUTTEKZKPNPUQZY · pith_short_8: TGUTTEKZ

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/TGUTTEKZKPNPUQZY4HGDQSXADY \
  | 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: 99a939915953dafa4338e1cc384ae01e2a700ee39f75fc7005860ea80c405894

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10b49536867f20370e857914e9357d09bbaea891c249b5631655e5c3e54d4f5d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-11T09:41:46Z",
    "title_canon_sha256": "3576c7e7e1b055ee98f66c0a8b96c2b1ed561e0bb1c0fb52058a44674cb59482"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09557",
    "kind": "arxiv",
    "version": 1
  }
}