Pith Number

pith:W24FZY5B

pith:2025:W24FZY5BPDSL2OM5GEX6OJPBQD

not attested not anchored not stored refs pending

Evaluating the Generalization Capabilities of Large Language Models on Code Reasoning

Julian Dai, Martin Rinard, Nikos Vasilakis, Rem Yang

arxiv:2504.05518 v1 · 2025-04-07 · cs.SE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W24FZY5BPDSL2OM5GEX6OJPBQD}

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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

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

Diagnosing CFG Interpretation in LLMs

Receipt and verification

First computed	2026-07-05T10:46:05.105895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6b85ce3a178e4bd399d312fe725e180cfc2f8b8ef9b1281ad57796e55adf84c

Aliases

arxiv: 2504.05518 · arxiv_version: 2504.05518v1 · doi: 10.48550/arxiv.2504.05518 · pith_short_12: W24FZY5BPDSL · pith_short_16: W24FZY5BPDSL2OM5 · pith_short_8: W24FZY5B

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/W24FZY5BPDSL2OM5GEX6OJPBQD \
  | 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: b6b85ce3a178e4bd399d312fe725e180cfc2f8b8ef9b1281ad57796e55adf84c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad7781cc9a3ed20f95fa3621ecc998d91be3b635232c78fe8f5fbe6645419d36",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-07T21:25:31Z",
    "title_canon_sha256": "845a285a4e39136c5e3dcf1aa62327d159b4003b46d23cd288b0821f97c14807"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05518",
    "kind": "arxiv",
    "version": 1
  }
}