Pith Number

pith:ZU66QYOA

pith:2026:ZU66QYOA3QL27O33XU4SJAOLEI

not attested not anchored not stored refs pending

SEAM: Global consistency beyond local accuracy in scientific machine learning

Bum Jun Kim, Gnankan Landry Regis N'guessan

arxiv:2608.05702 v1 · 2026-08-06 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZU66QYOA3QL27O33XU4SJAOLEI}

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	2026-08-07T00:52:22.989226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd3de861c0dc17afbb7bbd392481cb221b8b5cebcfe3a9a86095740168e1e86f

Aliases

arxiv: 2608.05702 · arxiv_version: 2608.05702v1 · doi: 10.48550/arxiv.2608.05702 · pith_short_12: ZU66QYOA3QL2 · pith_short_16: ZU66QYOA3QL27O33 · pith_short_8: ZU66QYOA

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/ZU66QYOA3QL27O33XU4SJAOLEI \
  | 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: cd3de861c0dc17afbb7bbd392481cb221b8b5cebcfe3a9a86095740168e1e86f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4be68c41f824ddfb431e36138e7265ecc1219217015ebf9d3b17c13454fe4375",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-06T07:45:23Z",
    "title_canon_sha256": "285c61e8a955efdde64218efbf0ead2ef70b5c27273375eef7e66242f31b70fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05702",
    "kind": "arxiv",
    "version": 1
  }
}