Pith Number

pith:3CUL3PGD

pith:2019:3CUL3PGDIG3ZH3SSCR3LBPPSHM

not attested not anchored not stored refs pending

Neural Bug Finding: A Study of Opportunities and Challenges

Andrew Habib, Michael Pradel

arxiv:1906.00307 v1 · 2019-06-01 · cs.SE · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CUL3PGDIG3ZH3SSCR3LBPPSHM}

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.

Cited by

1 paper in Pith

SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair

Receipt and verification

First computed	2026-05-17T23:44:27.503750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8a8bdbcc341b793ee521476b0bdf23b270bc8b16a42fc0d4eb682e0374e3c46

Aliases

arxiv: 1906.00307 · arxiv_version: 1906.00307v1 · doi: 10.48550/arxiv.1906.00307 · pith_short_12: 3CUL3PGDIG3Z · pith_short_16: 3CUL3PGDIG3ZH3SS · pith_short_8: 3CUL3PGD

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/3CUL3PGDIG3ZH3SSCR3LBPPSHM \
  | 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: d8a8bdbcc341b793ee521476b0bdf23b270bc8b16a42fc0d4eb682e0374e3c46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31fcfba3547915cb02e03491a34cf74a5aa82e04e1a0f8867369a05c18915b83",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2019-06-01T23:06:11Z",
    "title_canon_sha256": "49a13eb608597c8db3f2412fb85021fc33b1113a12427132412e6222cccefaf0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00307",
    "kind": "arxiv",
    "version": 1
  }
}