Pith Number

pith:VQMTHEQO

pith:2026:VQMTHEQOCRS2VKY6XW5R3GEWMB

not attested not anchored not stored refs pending

Steering Neural Network Training through Interpretable Constraints Based on Partial Dependence

Pierre Geurts, V\^an Anh Huynh-Thu, Yann Claes

arxiv:2607.08641 v1 · 2026-07-09 · 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{VQMTHEQOCRS2VKY6XW5R3GEWMB}

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	2026-07-10T01:19:56.304634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac1933920e1465aaab1ebdbb1d98966056d5b578d7a1f24f5a3cc22a86de2bbb

Aliases

arxiv: 2607.08641 · arxiv_version: 2607.08641v1 · doi: 10.48550/arxiv.2607.08641 · pith_short_12: VQMTHEQOCRS2 · pith_short_16: VQMTHEQOCRS2VKY6 · pith_short_8: VQMTHEQO

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/VQMTHEQOCRS2VKY6XW5R3GEWMB \
  | 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: ac1933920e1465aaab1ebdbb1d98966056d5b578d7a1f24f5a3cc22a86de2bbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b7cf57f6a697e8daeec45e85a240358bdb031bbdf0620f23036ffda0993a066",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T16:16:27Z",
    "title_canon_sha256": "c72ae61ae1eb1860f32df0d5325a29b340bfe9f56f5d0b93803dcaff7a2f851b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08641",
    "kind": "arxiv",
    "version": 1
  }
}