Pith Number

pith:EV2TIXO3

pith:2024:EV2TIXO3QAPCRKLWSZHUL6SLOB

not attested not anchored not stored refs pending

$\mathbf{(N,K)}$-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model

Boyi Liu, Hongxia Yang, Liyu Chen, Qiwen Cui, Yingxiang Yang, Yufeng Zhang, Yunzhe Tao

arxiv:2403.07191 v1 · 2024-03-11 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EV2TIXO3QAPCRKLWSZHUL6SLOB}

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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.

Receipt and verification

First computed	2026-07-05T07:55:00.426096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2575345ddb801e28a976964f45fa4b706df0d74898fa3beea94ee0543fa32477

Aliases

arxiv: 2403.07191 · arxiv_version: 2403.07191v1 · doi: 10.48550/arxiv.2403.07191 · pith_short_12: EV2TIXO3QAPC · pith_short_16: EV2TIXO3QAPCRKLW · pith_short_8: EV2TIXO3

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/EV2TIXO3QAPCRKLWSZHUL6SLOB \
  | 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: 2575345ddb801e28a976964f45fa4b706df0d74898fa3beea94ee0543fa32477

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb83beb4ea0a7055aa1086c30a4cd2651df6334544b6fceeae22d4da2db14c62",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-11T22:24:14Z",
    "title_canon_sha256": "f1385b23a1ddc0fa75df333d38c44c9b349e1eb318022bbf6b07c18f929f1012"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07191",
    "kind": "arxiv",
    "version": 1
  }
}