Pith Number

pith:U3YBCFWE

pith:2021:U3YBCFWEVKG5WSE5LMZWQLLXBW

not attested not anchored not stored refs pending

How good does a Defect Predictor need to be to guide Search-Based Software Testing?

(2) Faculty of Information Technology, 3) ((1) Faculty of Information Technology, (3) Max Planck Institute for Security, Aldeida Aleti (1), Anjana Perera (1), Australia, Burak Turhan (2), Electrical Engineering, Finland, Germany), Marcel B\"ohme (1, Melbourne, Monash University, Oulu, Privacy (MPI-SP), University of Oulu

arxiv:2110.02682 v1 · 2021-10-06 · 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{U3YBCFWEVKG5WSE5LMZWQLLXBW}

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	2026-07-05T03:20:28.882102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6f01116c4aa8ddb489d5b33682d770dbf3359e9c6b6b0b579339a40ef79f375

Aliases

arxiv: 2110.02682 · arxiv_version: 2110.02682v1 · doi: 10.48550/arxiv.2110.02682 · pith_short_12: U3YBCFWEVKG5 · pith_short_16: U3YBCFWEVKG5WSE5 · pith_short_8: U3YBCFWE

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/U3YBCFWEVKG5WSE5LMZWQLLXBW \
  | 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: a6f01116c4aa8ddb489d5b33682d770dbf3359e9c6b6b0b579339a40ef79f375

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c907e9e97a96404de6ea4bc4b548d718fee08df6a62af04940b1c7aea8b53e1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-10-06T12:13:58Z",
    "title_canon_sha256": "652e0fcefbdc4c68729bc8f1a67a37c3b6972017d0033bd8c4a08d256a4b5309"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02682",
    "kind": "arxiv",
    "version": 1
  }
}