Pith Number

pith:FGKFOXSS

pith:2022:FGKFOXSS2TSIGJVS3Q2Q7EC2OW

not attested not anchored not stored refs pending

Using Pre-Trained Models to Boost Code Review Automation

Antonio Mastropaolo, Denys Poshyvanyk, Gabriele Bavota, Luca Pascarella, Rosalia Tufano, Simone Masiero

arxiv:2201.06850 v1 · 2022-01-18 · 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{FGKFOXSS2TSIGJVS3Q2Q7EC2OW}

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	2026-07-05T03:49:31.790132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2994575e52d4e48326b2dc350f905a7590c6cc931a484c792cd8ecb6569e8bed

Aliases

arxiv: 2201.06850 · arxiv_version: 2201.06850v1 · doi: 10.48550/arxiv.2201.06850 · pith_short_12: FGKFOXSS2TSI · pith_short_16: FGKFOXSS2TSIGJVS · pith_short_8: FGKFOXSS

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/FGKFOXSS2TSIGJVS3Q2Q7EC2OW \
  | 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: 2994575e52d4e48326b2dc350f905a7590c6cc931a484c792cd8ecb6569e8bed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e42847e9072efd42eccc70446f88e6643f4dac6685536deb212033aa47727f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-01-18T09:58:33Z",
    "title_canon_sha256": "e192e4f18e9ef08233a0ac327c6ed6150c8c289e246ac3bf4fa5b5f5c3ff31bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06850",
    "kind": "arxiv",
    "version": 1
  }
}