Pith Number

pith:7X65DZZ6

pith:2023:7X65DZZ6CEM4JTRJU4SZ6I2AEF

not attested not anchored not stored refs pending

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Fuwen Luo, Peng Li, Shuo Wang, Weidong Liu, Xiaolong Wang, Yang Liu, Yuzhuang Xu

arxiv:2309.04658 v2 · 2023-09-09 · cs.CL

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\usepackage{pith}
\pithnumber{7X65DZZ6CEM4JTRJU4SZ6I2AEF}

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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

21 papers in Pith

From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory

Distilling Game Code World Model Generation into Lightweight Large Language Models

Voluntary Collusion with Secret Tools in Competing LLM Agents

Evaluating Large Language Models in a Complex Hidden Role Game

AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Receipt and verification

First computed	2026-07-05T08:17:59.480334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdfdd1e73e1119c4ce29a7259f23402154a994105bc3dbffb7eb89f29a10b88c

Aliases

arxiv: 2309.04658 · arxiv_version: 2309.04658v2 · doi: 10.48550/arxiv.2309.04658 · pith_short_12: 7X65DZZ6CEM4 · pith_short_16: 7X65DZZ6CEM4JTRJ · pith_short_8: 7X65DZZ6

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/7X65DZZ6CEM4JTRJU4SZ6I2AEF \
  | 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: fdfdd1e73e1119c4ce29a7259f23402154a994105bc3dbffb7eb89f29a10b88c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ee98bff44e79dafc1f82eb5b9d6dfa0f3dc9ba25bfba516b7586817d92f9597",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-09T01:56:40Z",
    "title_canon_sha256": "e1cad7cc1e7f08789cc9d27daab0b0fa173385ef8c1cd4e7470b4d7573aa7c11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04658",
    "kind": "arxiv",
    "version": 2
  }
}