Pith Number

pith:ALASGF6G

pith:2023:ALASGF6G6VDEM33C7WAYX3UKON

not attested not anchored not stored refs pending

"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion

Chuan Xiao, Xu Han, Zengqing Wu

arxiv:2308.10974 v4 · 2023-08-21 · cs.AI · cs.CE · cs.CL · cs.MA · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ALASGF6G6VDEM33C7WAYX3UKON}

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

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need

Receipt and verification

First computed	2026-07-05T07:40:41.049255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02c12317c6f546466f62fd818bee8a7367d6a855c93b5f96bbf1d239669c3bfc

Aliases

arxiv: 2308.10974 · arxiv_version: 2308.10974v4 · doi: 10.48550/arxiv.2308.10974 · pith_short_12: ALASGF6G6VDE · pith_short_16: ALASGF6G6VDEM33C · pith_short_8: ALASGF6G

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/ALASGF6G6VDEM33C7WAYX3UKON \
  | 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: 02c12317c6f546466f62fd818bee8a7367d6a855c93b5f96bbf1d239669c3bfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "689e65e5ec96aa244831c58470bb0aa30a8e4e8dbba760ae262d39018bd30e4f",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.CL",
      "cs.MA",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-21T18:42:17Z",
    "title_canon_sha256": "637b812eaffee1a149a936c279b2a3f39b1dc0ad0b5f8718ab21cfa989ed3238"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10974",
    "kind": "arxiv",
    "version": 4
  }
}