Pith Number

pith:IJ3UFEIJ

pith:2024:IJ3UFEIJLAZD2DWPV74KN2R2YV

not attested not anchored not stored refs pending

Self-playing Adversarial Language Game Enhances LLM Reasoning

Han Xu, Lei Han, Nan Du, Pengyu Cheng, Tianhao Hu, Xiaolong Li, Yong Dai, Zheng Yuan, Zhisong Zhang

arxiv:2404.10642 v3 · 2024-04-16 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{IJ3UFEIJLAZD2DWPV74KN2R2YV}

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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

2 papers in Pith

From System 1 to System 2: A Survey of Reasoning Large Language Models

Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text

Receipt and verification

First computed	2026-07-05T10:04:56.602081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

427742910958323d0ecfaff8a6ea3ac5493d2ae97780619867bbcfb570153d66

Aliases

arxiv: 2404.10642 · arxiv_version: 2404.10642v3 · doi: 10.48550/arxiv.2404.10642 · pith_short_12: IJ3UFEIJLAZD · pith_short_16: IJ3UFEIJLAZD2DWP · pith_short_8: IJ3UFEIJ

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/IJ3UFEIJLAZD2DWPV74KN2R2YV \
  | 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: 427742910958323d0ecfaff8a6ea3ac5493d2ae97780619867bbcfb570153d66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6386789483fadf8d2ca32304aa3cfa245144c57bbe6b4fac5ee709689755cf86",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-16T15:16:22Z",
    "title_canon_sha256": "acf4c5e88b6feb7959f78dfa8e7d6aedca68941c82d9faba1b8e122ab23be4ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10642",
    "kind": "arxiv",
    "version": 3
  }
}