Pith Number

pith:XIJP5OXH

pith:2023:XIJP5OXHXZYEAB2AF2RC2ARXTE

not attested not anchored not stored refs pending

Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence

Aritra Majumdar, Navid Ghaffarzadegan, Niyousha HosseiniChimeh, Ross Williams

arxiv:2309.11456 v1 · 2023-09-20 · cs.AI · cs.LG · cs.MA · nlin.AO · physics.soc-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XIJP5OXHXZYEAB2AF2RC2ARXTE}

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

2 papers in Pith

LLM-powered reasoning in agent-based modeling

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Receipt and verification

First computed	2026-07-05T07:32:44.307248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba12febae7be704007402ea22d02379915863de2ccd5927d298c56309b518dae

Aliases

arxiv: 2309.11456 · arxiv_version: 2309.11456v1 · doi: 10.48550/arxiv.2309.11456 · pith_short_12: XIJP5OXHXZYE · pith_short_16: XIJP5OXHXZYEAB2A · pith_short_8: XIJP5OXH

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/XIJP5OXHXZYEAB2AF2RC2ARXTE \
  | 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: ba12febae7be704007402ea22d02379915863de2ccd5927d298c56309b518dae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c22534fe74b85a7725778922da680679821618c7ca4e24feb2f45c891664a61",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "nlin.AO",
      "physics.soc-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-09-20T16:43:05Z",
    "title_canon_sha256": "acfea1390940050dadc62bbb613789147dfd0241625d9fc3c8a63631ba0b5910"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.11456",
    "kind": "arxiv",
    "version": 1
  }
}