Pith Number

pith:3GOFX4EJ

pith:2024:3GOFX4EJZ3ZLUP5KDVNWWBXYRG

not attested not anchored not stored refs pending

Improving the Learning of Code Review Successive Tasks with Cross-Task Knowledge Distillation

Houari Sahraoui, Oussama Ben Sghaier

arxiv:2402.02063 v1 · 2024-02-03 · 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{3GOFX4EJZ3ZLUP5KDVNWWBXYRG}

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	2026-07-05T07:41:10.435341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d99c5bf089cef2ba3faa1d5b6b06f889a54db172dad2f6ddab529966aae5dde9

Aliases

arxiv: 2402.02063 · arxiv_version: 2402.02063v1 · doi: 10.48550/arxiv.2402.02063 · pith_short_12: 3GOFX4EJZ3ZL · pith_short_16: 3GOFX4EJZ3ZLUP5K · pith_short_8: 3GOFX4EJ

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/3GOFX4EJZ3ZLUP5KDVNWWBXYRG \
  | 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: d99c5bf089cef2ba3faa1d5b6b06f889a54db172dad2f6ddab529966aae5dde9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d3f70d6f919505b94eb896b85d3f63305d70cad40d8151b9da08bb2a5b605d4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-03T07:02:22Z",
    "title_canon_sha256": "939125cfe94d5317f3d0973576d0a6130422a8ca783757658ca899f3677937c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02063",
    "kind": "arxiv",
    "version": 1
  }
}