Pith Number

pith:5WL4WJVN

pith:2024:5WL4WJVNY6GWOML22JIQBAE4RA

not attested not anchored not stored refs pending

A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios

Chang Ma, Ella Li, Haochuan Wang, Lingpeng Kong, Longxu Dou, Qinghao Wang, Xiachong Feng, Yu Guo

arxiv:2412.03920 v2 · 2024-12-05 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5WL4WJVNY6GWOML22JIQBAE4RA}

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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

3 papers in Pith

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play

Receipt and verification

First computed	2026-07-05T11:39:46.264335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed97cb26adc78d67317ad25100809c883197d8404175db4ddd27c856520ac110

Aliases

arxiv: 2412.03920 · arxiv_version: 2412.03920v2 · doi: 10.48550/arxiv.2412.03920 · pith_short_12: 5WL4WJVNY6GW · pith_short_16: 5WL4WJVNY6GWOML2 · pith_short_8: 5WL4WJVN

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/5WL4WJVNY6GWOML22JIQBAE4RA \
  | 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: ed97cb26adc78d67317ad25100809c883197d8404175db4ddd27c856520ac110

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37356a5a367561d147e2ba6719a735623cf3738d6ce9e84b815d51f4bd3854f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-05T06:46:46Z",
    "title_canon_sha256": "4d38536d113386d2637a5659f698b8fa0e622008328e6340e5d0bde5577d1e66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03920",
    "kind": "arxiv",
    "version": 2
  }
}