Pith Number

pith:K6PMQB5J

pith:2025:K6PMQB5JSKF7VBXJFKUXCNTR3U

not attested not anchored not stored refs pending

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning

Jacques Klein, Tegawend\'e F. Bissyand\'e, Xunzhu Tang

arxiv:2506.03921 v1 · 2025-06-04 · 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{K6PMQB5JSKF7VBXJFKUXCNTR3U}

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	2026-07-05T11:15:54.132499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

579ec807a9928bfa86e92aa9713671dd1e8108204433249d08d43a72176b39d4

Aliases

arxiv: 2506.03921 · arxiv_version: 2506.03921v1 · doi: 10.48550/arxiv.2506.03921 · pith_short_12: K6PMQB5JSKF7 · pith_short_16: K6PMQB5JSKF7VBXJ · pith_short_8: K6PMQB5J

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/K6PMQB5JSKF7VBXJFKUXCNTR3U \
  | 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: 579ec807a9928bfa86e92aa9713671dd1e8108204433249d08d43a72176b39d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd9f14fb7dc15152e305e30d64a11ecc1ff400d65067cfb427ce13d274ff9a99",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-04T13:13:58Z",
    "title_canon_sha256": "f09529c24ecdfed5f9eb73952ff6b98bc92635d207aa8a2da45f98d6ca13f727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03921",
    "kind": "arxiv",
    "version": 1
  }
}