Pith Number

pith:QK3TENH7

pith:2025:QK3TENH7VQS6PHCGAYBJP36G7P

not attested not anchored not stored refs pending

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems

Jaros{\l}aw A. Chudziak, Monika Zamojska

arxiv:2507.21354 v1 · 2025-07-28 · 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{QK3TENH7VQS6PHCGAYBJP36G7P}

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.

Receipt and verification

First computed	2026-07-05T11:44:58.239586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82b73234ffac25e79c46060297efc6fbc4b1974ab5a50ce193e927575b7a18d6

Aliases

arxiv: 2507.21354 · arxiv_version: 2507.21354v1 · doi: 10.48550/arxiv.2507.21354 · pith_short_12: QK3TENH7VQS6 · pith_short_16: QK3TENH7VQS6PHCG · pith_short_8: QK3TENH7

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/QK3TENH7VQS6PHCGAYBJP36G7P \
  | 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: 82b73234ffac25e79c46060297efc6fbc4b1974ab5a50ce193e927575b7a18d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "954b3a2fad8569fd1c46ea19d548bdbe913719e3fe81a9d3c61ae726d8e9503d",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-28T21:46:21Z",
    "title_canon_sha256": "4689e78ec700b554b719ab39e678327eced700960b7d0072349a06e388ae324c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21354",
    "kind": "arxiv",
    "version": 1
  }
}