Pith Number

pith:KRIBY24I

pith:2025:KRIBY24IV5QHEW7L4JU4LDZEYG

not attested not anchored not stored refs pending

Assessing LLM code generation quality through path planning tasks

Mary L. Cummings, Meng-Wen Su, Wanyi Chen

arxiv:2504.21276 v1 · 2025-04-30 · cs.SE · 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{KRIBY24IV5QHEW7L4JU4LDZEYG}

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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

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T10:56:21.299818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54501c6b88af60725bebe269c58f24c190f09812ddc1b07d1c1f9f497820d483

Aliases

arxiv: 2504.21276 · arxiv_version: 2504.21276v1 · doi: 10.48550/arxiv.2504.21276 · pith_short_12: KRIBY24IV5QH · pith_short_16: KRIBY24IV5QHEW7L · pith_short_8: KRIBY24I

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/KRIBY24IV5QHEW7L4JU4LDZEYG \
  | 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: 54501c6b88af60725bebe269c58f24c190f09812ddc1b07d1c1f9f497820d483

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9986910a018f9d22f8ede01991f0af121a4543249c0baff500207ff4632b594",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-30T03:11:54Z",
    "title_canon_sha256": "54505b3921f3f3c239b75c72fc71824739a29c3b55832cee74cbf51a4447903c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21276",
    "kind": "arxiv",
    "version": 1
  }
}