Pith Number

pith:LDF6MC6Q

pith:2019:LDF6MC6QJJOCMU74JMDYL3ROTL

not attested not anchored not stored refs pending

Better Security Bug Report Classification via Hyperparameter Optimization

Laurie Williams, Rui Shu, Tianpei Xia, Tim Menzies

arxiv:1905.06872 v1 · 2019-05-16 · 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{LDF6MC6QJJOCMU74JMDYL3ROTL}

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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

Human-Machine Co-Boosted Bug Report Identification with Mutualistic Neural Active Learning

Receipt and verification

First computed	2026-05-17T23:46:00.758277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58cbe60bd04a5c2653fc4b0785ee2e9af8204d63d96dd085a80f3969b13b1084

Aliases

arxiv: 1905.06872 · arxiv_version: 1905.06872v1 · doi: 10.48550/arxiv.1905.06872 · pith_short_12: LDF6MC6QJJOC · pith_short_16: LDF6MC6QJJOCMU74 · pith_short_8: LDF6MC6Q

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/LDF6MC6QJJOCMU74JMDYL3ROTL \
  | 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: 58cbe60bd04a5c2653fc4b0785ee2e9af8204d63d96dd085a80f3969b13b1084

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7640038fde77d201c05a31327072872c128a1b35feb2189f3355bebdd6c10ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2019-05-16T16:01:24Z",
    "title_canon_sha256": "c66a2d95c256145c7a2e2db5fac2a3baeea2f5d08285f8148d56cf16f96cd5a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.06872",
    "kind": "arxiv",
    "version": 1
  }
}