Pith Number

pith:OWP6572O

pith:2026:OWP6572ORUASNDENZ4CHO6B2LZ

not attested not anchored not stored refs pending

ADEPT: A Unified Framework for Deep Learning Test Adequacy

Ali Ghanbari, Shawn Burnham, Tommi Rose Fahy, Yidi Kao

arxiv:2608.12144 v1 · 2026-08-12 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OWP6572ORUASNDENZ4CHO6B2LZ}

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	2026-08-13T01:30:13.230063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

759feeff4e8d01268c8dcf0477783a5e49da6cc5d02f2e40de773f09c8f3d448

Aliases

arxiv: 2608.12144 · arxiv_version: 2608.12144v1 · doi: 10.48550/arxiv.2608.12144 · pith_short_12: OWP6572ORUAS · pith_short_16: OWP6572ORUASNDEN · pith_short_8: OWP6572O

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/OWP6572ORUASNDENZ4CHO6B2LZ \
  | 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: 759feeff4e8d01268c8dcf0477783a5e49da6cc5d02f2e40de773f09c8f3d448

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43a7ba5ebf45a3ef4b09f86bc85e3d725184a2e02ce6e3abf1cb9db92deda070",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-08-12T15:03:28Z",
    "title_canon_sha256": "90ef2fc200de57bffac7167049900065bbc70eeee9b864e0fdbfd2c0867aed74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12144",
    "kind": "arxiv",
    "version": 1
  }
}