Pith Number

pith:QX4VXVZO

pith:2022:QX4VXVZO7MOCBUKLMFGCGKDJDW

not attested not anchored not stored refs pending

Provable concept learning for interpretable predictions using variational autoencoders

Armeen Taeb, Carina Schnuck, Fanny Yang, Nicolo Ruggeri

arxiv:2204.00492 v3 · 2022-04-01 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QX4VXVZO7MOCBUKLMFGCGKDJDW}

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	2026-07-05T04:42:35.088812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85f95bd72efb1c20d14b614c2328691da67f17de8c95e82bf6667d95822b2489

Aliases

arxiv: 2204.00492 · arxiv_version: 2204.00492v3 · doi: 10.48550/arxiv.2204.00492 · pith_short_12: QX4VXVZO7MOC · pith_short_16: QX4VXVZO7MOCBUKL · pith_short_8: QX4VXVZO

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/QX4VXVZO7MOCBUKLMFGCGKDJDW \
  | 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: 85f95bd72efb1c20d14b614c2328691da67f17de8c95e82bf6667d95822b2489

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc1f83a091abd4e4806a4862db5000d50e957d4444e2ff76d285f573f54fb701",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-01T14:51:38Z",
    "title_canon_sha256": "124fd74704716fb3def86e6ac7a31d61fdc6bcacb2ae62a448a8447af2957919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00492",
    "kind": "arxiv",
    "version": 3
  }
}