Pith Number

pith:2S3DVO2Y

pith:2025:2S3DVO2YLXQWBS3UXOS2DALNGJ

not attested not anchored not stored refs pending

Learning Bug Context for PyTorch-to-JAX Translation with LLMs

Ali Jannesari, Ali Payani, Hung Phan, Nesreen Ahmed, Son Vu, Tuan Dinh

arxiv:2510.09898 v2 · 2025-10-10 · 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{2S3DVO2YLXQWBS3UXOS2DALNGJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-06-23T03:13:48.798133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4b63abb585de160cb74bba5a1816d325225e19d342828b967d81fc494aa94d0

Aliases

arxiv: 2510.09898 · arxiv_version: 2510.09898v2 · doi: 10.48550/arxiv.2510.09898 · pith_short_12: 2S3DVO2YLXQW · pith_short_16: 2S3DVO2YLXQWBS3U · pith_short_8: 2S3DVO2Y

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/2S3DVO2YLXQWBS3UXOS2DALNGJ \
  | 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: d4b63abb585de160cb74bba5a1816d325225e19d342828b967d81fc494aa94d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d3d3594ae46971ef57e6efa5cb20e8b09f9dc3c65ba1ef86fbffb971532078a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T22:22:36Z",
    "title_canon_sha256": "6b2cc1fd22f2cf50b25128342084be34729185c9bae2982b6dcff2e327e97548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09898",
    "kind": "arxiv",
    "version": 2
  }
}