Pith Number

pith:TOEFTMY2

pith:2023:TOEFTMY2DALOMAGXWUIXGAJ7MA

not attested not anchored not stored refs pending

Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives

Chen Gao, Fengli Xu, Jingtao Ding, Nian Li, Xiaochong Lan, Yong Li, Yuan Yuan, Zhilun Zhou

arxiv:2312.11970 v1 · 2023-12-19 · cs.AI · cs.CL · cs.CY · cs.MA

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\usepackage{pith}
\pithnumber{TOEFTMY2DALOMAGXWUIXGAJ7MA}

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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

2 papers in Pith

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

Avenir-UX: Automated UX Evaluation via Simulated Human Web Interaction with GUI Grounding

Receipt and verification

First computed	2026-07-05T07:25:57.294425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b8859b31a1816e600d7b51173013f60338e7c7466fc2f305b52941c214e009e

Aliases

arxiv: 2312.11970 · arxiv_version: 2312.11970v1 · doi: 10.48550/arxiv.2312.11970 · pith_short_12: TOEFTMY2DALO · pith_short_16: TOEFTMY2DALOMAGX · pith_short_8: TOEFTMY2

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/TOEFTMY2DALOMAGXWUIXGAJ7MA \
  | 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: 9b8859b31a1816e600d7b51173013f60338e7c7466fc2f305b52941c214e009e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "418b073b102c5601bda8d4521dcc2b4ec1f49fae5deb47b7519a3a9665703aba",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-19T09:06:45Z",
    "title_canon_sha256": "92884706e5ff8fcfd6b385464ab07aee2ecdc889c5a0c00aa5d8c280e04c6741"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11970",
    "kind": "arxiv",
    "version": 1
  }
}