Pith Number

pith:U7UVZQUU

pith:2025:U7UVZQUU276VECCPBHFNEFE32W

not attested not anchored not stored refs pending

From Failures to Fixes: LLM-Driven Scenario Repair for Self-Evolving Autonomous Driving

Hong Chen, Ting Qu, Xingjun Ma, Xinyu Xia, Xun Gong, Yunfeng Hu

arxiv:2505.22067 v1 · 2025-05-28 · cs.CV · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U7UVZQUU276VECCPBHFNEFE32W}

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	2026-07-05T11:11:09.143469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7e95cc294d7fd52084f09cad2149bd5b8d6d916552e998eb7551b487540f2bf

Aliases

arxiv: 2505.22067 · arxiv_version: 2505.22067v1 · doi: 10.48550/arxiv.2505.22067 · pith_short_12: U7UVZQUU276V · pith_short_16: U7UVZQUU276VECCP · pith_short_8: U7UVZQUU

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/U7UVZQUU276VECCPBHFNEFE32W \
  | 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: a7e95cc294d7fd52084f09cad2149bd5b8d6d916552e998eb7551b487540f2bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79449d97832fcfd266e9ef359d25a58cbe2f7d8294b9cd9af4f374901e184b41",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-28T07:46:19Z",
    "title_canon_sha256": "b63d2eb1ab698c0ee170a3c45fc4f9816f8908a7144a5298754f9adc736aeb9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22067",
    "kind": "arxiv",
    "version": 1
  }
}