Pith Number

pith:LYCF5MGK

pith:2025:LYCF5MGK546WQ2CIQB6TGLP66Y

not attested not anchored not stored refs pending

L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution

Boris Ginsburg, Cheng-Ping Hsieh, Erik Arakelyan, Faisal Ladhak, Santiago Akle Serano, Simeng Sun

arxiv:2503.22832 v2 · 2025-03-28 · cs.PL · cs.CL

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\usepackage{pith}
\pithnumber{LYCF5MGK546WQ2CIQB6TGLP66Y}

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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

1 paper in Pith

Evaluating Code Reasoning Abilities of Large Language Models Under Real-World Settings

Receipt and verification

First computed	2026-07-05T10:47:37.299401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e045eb0caef3d686848807d332dfef605861b9ae5509d6ce9019fc226b1726b

Aliases

arxiv: 2503.22832 · arxiv_version: 2503.22832v2 · doi: 10.48550/arxiv.2503.22832 · pith_short_12: LYCF5MGK546W · pith_short_16: LYCF5MGK546WQ2CI · pith_short_8: LYCF5MGK

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/LYCF5MGK546WQ2CIQB6TGLP66Y \
  | 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: 5e045eb0caef3d686848807d332dfef605861b9ae5509d6ce9019fc226b1726b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de1e54f1390507bb2f24182f650b1a5ef9ce9886aa49763c46aa5333e55d5cd5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2025-03-28T18:54:56Z",
    "title_canon_sha256": "ec232819c2547ece245f8448e715cadf4011643c6b1606ec1e23672bece7e948"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22832",
    "kind": "arxiv",
    "version": 2
  }
}