Pith Number

pith:CWHPQIHT

pith:2024:CWHPQIHTHPMOLEEKDIWW7XCOEE

not attested not anchored not stored refs pending

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework

Jirong Yang, Tianming Liu, Yafeng Yin

arxiv:2412.06681 v2 · 2024-12-09 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CWHPQIHTHPMOLEEKDIWW7XCOEE}

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.

Cited by

1 paper in Pith

Validating Generative Agent-Based Models for Logistics and Supply Chain Management Research

Receipt and verification

First computed	2026-07-05T10:45:15.019145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

158ef820f33bd8e5908a1a2d6fdc4e213d00604540e7f5627af19ea3909f92e5

Aliases

arxiv: 2412.06681 · arxiv_version: 2412.06681v2 · doi: 10.48550/arxiv.2412.06681 · pith_short_12: CWHPQIHTHPMO · pith_short_16: CWHPQIHTHPMOLEEK · pith_short_8: CWHPQIHT

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/CWHPQIHTHPMOLEEKDIWW7XCOEE \
  | 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: 158ef820f33bd8e5908a1a2d6fdc4e213d00604540e7f5627af19ea3909f92e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d959667904204f57c5be9df03dbe89bee7281cab7f38f1829907a3892bfffbac",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-09T17:24:41Z",
    "title_canon_sha256": "522ebf8fab62ffac73d447e3b4da31f5433172e24c31380eb9d720aa8cfa15da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06681",
    "kind": "arxiv",
    "version": 2
  }
}