Pith Number

pith:QGNH3BUM

pith:2023:QGNH3BUMZIK3INJB6P5I3MBXH7

not attested not anchored not stored refs pending

Out of Context: How important is Local Context in Neural Program Repair?

Julian Aron Prenner, Romain Robbes

arxiv:2312.04986 v1 · 2023-12-08 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGNH3BUMZIK3INJB6P5I3MBXH7}

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	2026-07-05T07:21:55.306911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

819a7d868cca15b43521f3fa8db0373fc800777c25de29ff3cc97f6cc2b8652b

Aliases

arxiv: 2312.04986 · arxiv_version: 2312.04986v1 · doi: 10.48550/arxiv.2312.04986 · pith_short_12: QGNH3BUMZIK3 · pith_short_16: QGNH3BUMZIK3INJB · pith_short_8: QGNH3BUM

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/QGNH3BUMZIK3INJB6P5I3MBXH7 \
  | 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: 819a7d868cca15b43521f3fa8db0373fc800777c25de29ff3cc97f6cc2b8652b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aec4db6cf3618765c3c2b2cd203b6680be1dd4b4758e1abbf879d80c1c7e6105",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-12-08T11:49:02Z",
    "title_canon_sha256": "745570f1a050195b5ee54dfc836098405720acc721da4a6a60488c7fab0593f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04986",
    "kind": "arxiv",
    "version": 1
  }
}