Pith Number

pith:JL32CC7B

pith:2025:JL32CC7BTTHZMCSP2JF7F3E6ZV

not attested not anchored not stored refs pending

MLScent A tool for Anti-pattern detection in ML projects

Antonio Martini, Karthik Shivashankar

arxiv:2502.18466 v1 · 2025-01-30 · 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{JL32CC7BTTHZMCSP2JF7F3E6ZV}

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	2026-07-05T10:19:58.279343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af7a10be19ccf960a4fd24bf2ec9ecd752132e12189e399596bbe3268bd0e62

Aliases

arxiv: 2502.18466 · arxiv_version: 2502.18466v1 · doi: 10.48550/arxiv.2502.18466 · pith_short_12: JL32CC7BTTHZ · pith_short_16: JL32CC7BTTHZMCSP · pith_short_8: JL32CC7B

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/JL32CC7BTTHZMCSP2JF7F3E6ZV \
  | 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: 4af7a10be19ccf960a4fd24bf2ec9ecd752132e12189e399596bbe3268bd0e62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5fb4003f43e8d5943688ff055f82a13ced234dcdfc8b2c5d391da89276321a1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-30T11:19:16Z",
    "title_canon_sha256": "3336168723fb3dcbdbfdfa19d445c5cadb1589593bbbedb5f2ab9a55d3f68e5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18466",
    "kind": "arxiv",
    "version": 1
  }
}