Pith Number

pith:E43PIF2S

pith:2026:E43PIF2SKPUBL46E3SQT57EHJ4

not attested not anchored not stored refs pending

From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection

Agit Yesiloz, Alexander Ur, Benjamin Wynn, Christopher Stokes, CJ George, Clint Kallenbach, Dakota Fulp, Gavin Smithson, Mark Swartz, Mike Szklarzewski, Nathan Debardeleben, Sharmistha Chakrabarti, William M. Jones

arxiv:2608.07770 v1 · 2026-08-07 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E43PIF2SKPUBL46E3SQT57EHJ4}

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	2026-08-11T00:15:55.586044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2736f4175253e815f3c4dca13efc874f0f1fe25673c6bfd67289ad4d892b2d59

Aliases

arxiv: 2608.07770 · arxiv_version: 2608.07770v1 · doi: 10.48550/arxiv.2608.07770 · pith_short_12: E43PIF2SKPUB · pith_short_16: E43PIF2SKPUBL46E · pith_short_8: E43PIF2S

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/E43PIF2SKPUBL46E3SQT57EHJ4 \
  | 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: 2736f4175253e815f3c4dca13efc874f0f1fe25673c6bfd67289ad4d892b2d59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54d38f00e077afa5473b9c75b4ea5214c4f6219af0274c5a9f92b64952ee5d15",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-07T21:31:20Z",
    "title_canon_sha256": "11dcb11fe6d56623ede4f280925a1639d714a2c1b1ab8211c7797f5d58d1f11d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07770",
    "kind": "arxiv",
    "version": 1
  }
}