Pith. sign in
Pith Number

pith:LQCYWOWH

pith:2024:LQCYWOWHWXJHNN5PRK4FBSQQB6
not attested not anchored not stored refs pending

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm

Huthaifa I. Ashqar, Mohammed Elhenawy, Sari Masri

arxiv:2411.10869 v1 · 2024-11-16 · cs.CL · cs.CE · cs.CY · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LQCYWOWHWXJHNN5PRK4FBSQQB6}

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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 2026-07-05T09:36:23.756882Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5c058b3ac7b5d276b7af8ab850ca100f8b4462537839d908fd09e65503f68b72

Aliases

arxiv: 2411.10869 · arxiv_version: 2411.10869v1 · doi: 10.48550/arxiv.2411.10869 · pith_short_12: LQCYWOWHWXJH · pith_short_16: LQCYWOWHWXJHNN5P · pith_short_8: LQCYWOWH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LQCYWOWHWXJHNN5PRK4FBSQQB6 \
  | 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: 5c058b3ac7b5d276b7af8ab850ca100f8b4462537839d908fd09e65503f68b72
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "da0c0a0afa1dad872e14ed2c5727a74b1c8415dc41b7e15f593da464a3ceae29",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CY",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-16T19:23:52Z",
    "title_canon_sha256": "2583651b50c1a3af3d91473f5e32e94a58c6b8cc003ecb14d5133f2973bc6e74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10869",
    "kind": "arxiv",
    "version": 1
  }
}