Pith Number

pith:WFGKSPJF

pith:2025:WFGKSPJFITLBOJWSRBE4VOTWGL

not attested not anchored not stored refs pending

Navigating the growing field of research on AI for software testing -- the taxonomy for AI-augmented software testing and an ontology-driven literature survey

Ina K. Schieferdecker

arxiv:2506.14640 v1 · 2025-06-17 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WFGKSPJFITLBOJWSRBE4VOTWGL}

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	2026-07-05T12:02:47.361924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b14ca93d2544d61726d28849caba7632df22c1331f7f7c15dd3d5e7e5586f2be

Aliases

arxiv: 2506.14640 · arxiv_version: 2506.14640v1 · doi: 10.48550/arxiv.2506.14640 · pith_short_12: WFGKSPJFITLB · pith_short_16: WFGKSPJFITLBOJWS · pith_short_8: WFGKSPJF

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/WFGKSPJFITLBOJWSRBE4VOTWGL \
  | 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: b14ca93d2544d61726d28849caba7632df22c1331f7f7c15dd3d5e7e5586f2be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2954e091e3bf0ad378a50a8784ad787a70b87c72fc3deb7fe3eaa360c530eb0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-06-17T15:38:24Z",
    "title_canon_sha256": "da4ec963d5a9ed9447ecbfed3fe9d318eca25c0cfd6cd5169b9468d314864803"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14640",
    "kind": "arxiv",
    "version": 1
  }
}