Pith. sign in
Pith Number

pith:JB3SLP4S

pith:2025:JB3SLP4SK7VBFMV52W6OSXYGVE
not attested not anchored not stored refs pending

CRScore++: Reinforcement Learning with Verifiable Tool and AI Feedback for Code Review

Atharva Naik, Carolyn Rose, Manav Nitin Kapadnis

arxiv:2506.00296 v1 · 2025-05-30 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JB3SLP4SK7VBFMV52W6OSXYGVE}

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 2026-07-05T11:13:32.247942Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

487725bf9257ea12b2bdd5bce95f06a92810f9dd2b80bca96978a92ef24260b4

Aliases

arxiv: 2506.00296 · arxiv_version: 2506.00296v1 · doi: 10.48550/arxiv.2506.00296 · pith_short_12: JB3SLP4SK7VB · pith_short_16: JB3SLP4SK7VBFMV5 · pith_short_8: JB3SLP4S
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JB3SLP4SK7VBFMV52W6OSXYGVE \
  | 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: 487725bf9257ea12b2bdd5bce95f06a92810f9dd2b80bca96978a92ef24260b4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f7c6c02e66e790af086fe589d83515305c3665a7cf5fdd12a0ec6241fd3b08ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-30T22:58:35Z",
    "title_canon_sha256": "51d78bd84d95d785d125792044f688441e16d1da22beadbe5c1d0e8c7ebb90ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00296",
    "kind": "arxiv",
    "version": 1
  }
}