Pith Number

pith:FPBD2YI5

pith:2024:FPBD2YI5VIUTV52LH6VG6V7FVY

not attested not anchored not stored refs pending

Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios

Huthaifa I. Ashqar, Mohammed Elhenawy, Sari Masri

arxiv:2408.00948 v1 · 2024-08-01 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPBD2YI5VIUTV52LH6VG6V7FVY}

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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

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

Receipt and verification

First computed	2026-07-05T08:51:24.604815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bc23d611daa293af74b3faa6f57e5ae26004083da0a3999f5fab80a24e39784

Aliases

arxiv: 2408.00948 · arxiv_version: 2408.00948v1 · doi: 10.48550/arxiv.2408.00948 · pith_short_12: FPBD2YI5VIUT · pith_short_16: FPBD2YI5VIUTV52L · pith_short_8: FPBD2YI5

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/FPBD2YI5VIUTV52LH6VG6V7FVY \
  | 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: 2bc23d611daa293af74b3faa6f57e5ae26004083da0a3999f5fab80a24e39784

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8a3d4b025f42bdc2afe8d296ada20fe69eb975009133f6283f21f0adfeeaf18",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-01T23:06:06Z",
    "title_canon_sha256": "a0bf40aa7bb0cac2740526948716c1aadcc684020dd5d901479408382fba6fa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00948",
    "kind": "arxiv",
    "version": 1
  }
}