Pith Number

pith:CKPEFBBB

pith:2024:CKPEFBBBSD5KHA3FJLFTI6NQON

not attested not anchored not stored refs pending

Multimodal LLM for Intelligent Transportation Systems

Aybars Yunusoglu, Dexter Le, I. Can Dikmen, Karn Tiwari, Murat Isik

arxiv:2412.11683 v1 · 2024-12-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKPEFBBBSD5KHA3FJLFTI6NQON}

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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	2026-07-05T09:49:50.074078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

129e42842190faa383654acb3479b0737f0faee90629a3d860d0def93c4af4d1

Aliases

arxiv: 2412.11683 · arxiv_version: 2412.11683v1 · doi: 10.48550/arxiv.2412.11683 · pith_short_12: CKPEFBBBSD5K · pith_short_16: CKPEFBBBSD5KHA3F · pith_short_8: CKPEFBBB

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/CKPEFBBBSD5KHA3FJLFTI6NQON \
  | 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: 129e42842190faa383654acb3479b0737f0faee90629a3d860d0def93c4af4d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6982ffc7d5b5813bc8bcb09cf43887bfc886d24394fab25cdbbe58742119a2f4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T11:50:30Z",
    "title_canon_sha256": "d6b688b206e8a3f1fa9ddad8205ef67c4076e831634eb6f3f502634c0786f862"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11683",
    "kind": "arxiv",
    "version": 1
  }
}