Pith Number

pith:PYGVHWY3

pith:2026:PYGVHWY3S7OVTGY56PZPZOZP4Y

not attested not anchored not stored refs pending

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility

Diyana Muhammed, Farhana Keya, Gollam Rabby, Sasi Kiran Gaddipati, S\"oren Auer

arxiv:2605.16616 v1 · 2026-05-15 · 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{PYGVHWY3S7OVTGY56PZPZOZP4Y}

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	2026-05-20T00:02:32.620922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0d53db1b97dd599b1df3f2fcbb2fe60405ded792577748006c319425c2676b

Aliases

arxiv: 2605.16616 · arxiv_version: 2605.16616v1 · doi: 10.48550/arxiv.2605.16616 · pith_short_12: PYGVHWY3S7OV · pith_short_16: PYGVHWY3S7OVTGY5 · pith_short_8: PYGVHWY3

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/PYGVHWY3S7OVTGY56PZPZOZP4Y \
  | 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: 7e0d53db1b97dd599b1df3f2fcbb2fe60405ded792577748006c319425c2676b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11c9552c63d3a2d77f98537e85d15da516848cb5c6374b25c24fc00a79cd1e0b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T20:35:32Z",
    "title_canon_sha256": "612be3bc31291556324c024c4c6ac5452c3dce269cc79881d377deb0bd733dec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16616",
    "kind": "arxiv",
    "version": 1
  }
}