Pith Number

pith:XBK3H4IV

pith:2026:XBK3H4IVTJEUZ62KVQ2UG3AJUQ

not attested not anchored not stored refs pending

Manifold Constrained Tabular Deep Neural Networks

Huizhi Liang, Lucy Robinson, Tian Li, Varun Ojha

arxiv:2607.09710 v1 · 2026-06-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XBK3H4IVTJEUZ62KVQ2UG3AJUQ}

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	2026-07-14T00:18:31.555484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b855b3f1159a494cfb4aac35436c09a42fb92ba41f5d880456b56fe15fbbdf96

Aliases

arxiv: 2607.09710 · arxiv_version: 2607.09710v1 · doi: 10.48550/arxiv.2607.09710 · pith_short_12: XBK3H4IVTJEU · pith_short_16: XBK3H4IVTJEUZ62K · pith_short_8: XBK3H4IV

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/XBK3H4IVTJEUZ62KVQ2UG3AJUQ \
  | 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: b855b3f1159a494cfb4aac35436c09a42fb92ba41f5d880456b56fe15fbbdf96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76f3fc149276dfa0411656b55caae1301c989069516f7700817766d2893241c8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T19:11:52Z",
    "title_canon_sha256": "7f10cefce6511cfc55bae4560e6b7b51f912713a671e59d871a14a0d7750daff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09710",
    "kind": "arxiv",
    "version": 1
  }
}