Pith Number

pith:Z2ZGQUOJ

pith:2025:Z2ZGQUOJP3HC3NQF5IC5IMOFDB

not attested not anchored not stored refs pending

Digital Player: Evaluating Large Language Models based Human-like Agent in Games

Bihan Xu, Changjie Fan, Haoyu Liu, Jiawei Wang, Kai Wang, Le Li, Lingeng Jiang, Renyu Zhu, Runze Wu, Shaojie Lin, Shiwei Zhao, Tangjie Lyu, Zhipeng Hu, Zhong Fan

arxiv:2502.20807 v1 · 2025-02-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2ZGQUOJP3HC3NQF5IC5IMOFDB}

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

CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V

Receipt and verification

First computed	2026-07-05T10:21:40.044324Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceb26851c97ece2db605ea05d431c51868b57fd9634e6017aea32e9175a355de

Aliases

arxiv: 2502.20807 · arxiv_version: 2502.20807v1 · doi: 10.48550/arxiv.2502.20807 · pith_short_12: Z2ZGQUOJP3HC · pith_short_16: Z2ZGQUOJP3HC3NQF · pith_short_8: Z2ZGQUOJ

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/Z2ZGQUOJP3HC3NQF5IC5IMOFDB \
  | 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: ceb26851c97ece2db605ea05d431c51868b57fd9634e6017aea32e9175a355de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04e9f2f03d6e66f845d6b1949e9fcfd1e140169e125d9c58556abb94ba57ceef",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-28T07:46:55Z",
    "title_canon_sha256": "587d4955d398bfd329b8308d511bd387c23a8e4c6ad22c8fcce23429ccacdbb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20807",
    "kind": "arxiv",
    "version": 1
  }
}