Pith Number

pith:XIQNHQYI

pith:2018:XIQNHQYIVE3YIWUUGRMABPG3I2

not attested not anchored not stored refs pending

Machine Learning and Evolutionary Computing for GUI-based Regression Testing

Daniel Kraus

arxiv:1802.03768 v1 · 2018-02-11 · 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{XIQNHQYIVE3YIWUUGRMABPG3I2}

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	2026-05-18T00:23:50.480587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba20d3c308a937845a94345800bcdb468a2b752792b7af4f958ee552c971077d

Aliases

arxiv: 1802.03768 · arxiv_version: 1802.03768v1 · doi: 10.48550/arxiv.1802.03768 · pith_short_12: XIQNHQYIVE3Y · pith_short_16: XIQNHQYIVE3YIWUU · pith_short_8: XIQNHQYI

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/XIQNHQYIVE3YIWUUGRMABPG3I2 \
  | 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: ba20d3c308a937845a94345800bcdb468a2b752792b7af4f958ee552c971077d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ecedd7730a93ec86fe2b029937471bf3390a89e9de8843aae38f4a6c1ca8a9a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-02-11T16:52:23Z",
    "title_canon_sha256": "5993d88cbb81a9417a5837d307acb5a5fbae33d43200070d8c18e860b1d08730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.03768",
    "kind": "arxiv",
    "version": 1
  }
}