Pith Number

pith:KNNMMJA3

pith:2023:KNNMMJA3QS2RAP3GTSEGSIVCEA

not attested not anchored not stored refs pending

ChessGPT: Bridging Policy Learning and Language Modeling

David Mguni, Hongrui Tang, Jun Wang, Kun Shao, Mengyue Yang, Xidong Feng, Yali Du, Yicheng Luo, Ziyan Wang

arxiv:2306.09200 v2 · 2023-06-15 · cs.LG · 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{KNNMMJA3QS2RAP3GTSEGSIVCEA}

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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

4 papers in Pith

On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners

Distilling Game Code World Model Generation into Lightweight Large Language Models

Outbidding and Outbluffing Elite Humans: Mastering Liar's Poker via Self-Play and Reinforcement Learning

MIMIC-Py: An Extensible Tool for Personality-Driven Automated Game Testing with Large Language Models

Receipt and verification

First computed	2026-07-05T07:26:55.478846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

535ac6241b84b5103f669c886922a22010256a67634861b52fee5094137e4103

Aliases

arxiv: 2306.09200 · arxiv_version: 2306.09200v2 · doi: 10.48550/arxiv.2306.09200 · pith_short_12: KNNMMJA3QS2R · pith_short_16: KNNMMJA3QS2RAP3G · pith_short_8: KNNMMJA3

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/KNNMMJA3QS2RAP3GTSEGSIVCEA \
  | 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: 535ac6241b84b5103f669c886922a22010256a67634861b52fee5094137e4103

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91f42372fb8ea5bb2d93a6b7d3078b91431edb99fcd1b257e7d61365c2b11b47",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T15:35:31Z",
    "title_canon_sha256": "ec2827f55f599e738f876d9e31f5d40498e77d532e08df66f41bd5c644f2c011"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09200",
    "kind": "arxiv",
    "version": 2
  }
}