Pith Number

pith:B54AD366

pith:2018:B54AD366EB3N53OHTYJHW7HQ6S

not attested not anchored not stored refs pending

Exploring the Naturalness of Buggy Code with Recurrent Neural Networks

Jack Lanchantin, Ji Gao

arxiv:1803.08793 v1 · 2018-03-21 · cs.SE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B54AD366EB3N53OHTYJHW7HQ6S}

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	2026-05-18T00:20:18.542065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f7801efde2076deedc79e127b7cf0f4ad41c2684762e0f62d5567ee0be97279

Aliases

arxiv: 1803.08793 · arxiv_version: 1803.08793v1 · doi: 10.48550/arxiv.1803.08793 · pith_short_12: B54AD366EB3N · pith_short_16: B54AD366EB3N53OH · pith_short_8: B54AD366

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/B54AD366EB3N53OHTYJHW7HQ6S \
  | 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: 0f7801efde2076deedc79e127b7cf0f4ad41c2684762e0f62d5567ee0be97279

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62498e97da55579baf1cde2aa5c8d65ebe6268d69e383c32dd84c5055906a884",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-03-21T16:14:22Z",
    "title_canon_sha256": "78dcf4423bd2add619dc3d932ccb43ce4f4d93820b40797566efee6f5a68806e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.08793",
    "kind": "arxiv",
    "version": 1
  }
}