Pith Number

pith:JMSUL6GO

pith:2026:JMSUL6GO6VBC6TLZ6UETGH36ZW

not attested not anchored not stored refs pending

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence

David Leko, Leandro von Krannichfeldt, Lev Telyatnikov, Ludovico Comito, Olga Fink, Raffael Theiler

arxiv:2605.28371 v1 · 2026-05-27 · cs.AI · cs.LG · 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{JMSUL6GO6VBC6TLZ6UETGH36ZW}

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	2026-05-28T01:05:16.319901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b2545f8cef5422f4d79f509331f7ecdad13ccd83c1fc9346b74e42b58545aba

Aliases

arxiv: 2605.28371 · arxiv_version: 2605.28371v1 · doi: 10.48550/arxiv.2605.28371 · pith_short_12: JMSUL6GO6VBC · pith_short_16: JMSUL6GO6VBC6TLZ · pith_short_8: JMSUL6GO

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/JMSUL6GO6VBC6TLZ6UETGH36ZW \
  | 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: 4b2545f8cef5422f4d79f509331f7ecdad13ccd83c1fc9346b74e42b58545aba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e622fd2a0ad399677fccc5ff38753dcb4a8dac078a70b6450c6108ab61b650e",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-27T12:11:05Z",
    "title_canon_sha256": "80f629b29c27bc5eaa14e26ef8bcf02c8cdbe7e1c321274f94efca06630cffd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28371",
    "kind": "arxiv",
    "version": 1
  }
}