Pith Number

pith:YM5M5ZFJ

pith:2025:YM5M5ZFJKDF4VYYODIT5RJ5WPT

not attested not anchored not stored refs pending

CodeImprove: Program Adaptation for Deep Code Models

Ravishka Rathnasuriya, Wei Yang, Zijie Zhao

arxiv:2501.15804 v2 · 2025-01-27 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YM5M5ZFJKDF4VYYODIT5RJ5WPT}

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.

Cited by

1 paper in Pith

Framework for On the Fly Input Refinement for Deep Learning Models

Receipt and verification

First computed	2026-07-05T11:22:36.040846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c33acee4a950cbcae30e1a27d8a7b67ce8b583903622f8f34768c31538b403fd

Aliases

arxiv: 2501.15804 · arxiv_version: 2501.15804v2 · doi: 10.48550/arxiv.2501.15804 · pith_short_12: YM5M5ZFJKDF4 · pith_short_16: YM5M5ZFJKDF4VYYO · pith_short_8: YM5M5ZFJ

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/YM5M5ZFJKDF4VYYODIT5RJ5WPT \
  | 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: c33acee4a950cbcae30e1a27d8a7b67ce8b583903622f8f34768c31538b403fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27992074616158baabdef53bada87c37a63636dddddeacab7e315b090f03f434",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-27T06:23:37Z",
    "title_canon_sha256": "22891d674c054dd1d7ac2221ae742607c4dc20637da2aa522475a58812e7fb6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15804",
    "kind": "arxiv",
    "version": 2
  }
}