Pith Number

pith:6TA2IEHT

pith:2025:6TA2IEHTUEMY2LYNOFS5WVB3GT

not attested not anchored not stored refs pending

Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps

Bhavani Thuraisingham, Khandakar Ashrafi Akbar, Latifur Khan, Mashrur Chowdhury, Md Nahiyan Uddin, Mizanur Rahman, Trayce Hockstad

arxiv:2505.18426 v1 · 2025-05-23 · cs.CL · 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{6TA2IEHTUEMY2LYNOFS5WVB3GT}

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	2026-07-05T11:08:46.312607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4c1a410f3a1198d2f0d7165db543b34dc971d288984ed118b0d055a34996fe8

Aliases

arxiv: 2505.18426 · arxiv_version: 2505.18426v1 · doi: 10.48550/arxiv.2505.18426 · pith_short_12: 6TA2IEHTUEMY · pith_short_16: 6TA2IEHTUEMY2LYN · pith_short_8: 6TA2IEHT

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/6TA2IEHTUEMY2LYNOFS5WVB3GT \
  | 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: f4c1a410f3a1198d2f0d7165db543b34dc971d288984ed118b0d055a34996fe8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92f8ab1c892f7fd0d226eb4ceeb01e2df1f9232f2a59757f1f0ff89f3fd6a944",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-23T23:40:10Z",
    "title_canon_sha256": "88948e3f6a09d957e27b282ab5921ecece78e9f61a2b5cb8f71d5207117e7e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18426",
    "kind": "arxiv",
    "version": 1
  }
}