Pith Number

pith:XBPA2FOK

pith:2025:XBPA2FOKR4ZJ2WOKAZESSCSY6Z

not attested not anchored not stored refs pending

Foundations of Interpretable Models

Alberto Termine, Giuseppe Marra, Mateja Jamnik, Mateo Espinosa Zarlenga, Pietro Barbiero

arxiv:2508.00545 v1 · 2025-08-01 · cs.LG · cs.AI · cs.NE · 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{XBPA2FOKR4ZJ2WOKAZESSCSY6Z}

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.

Cited by

2 papers in Pith

The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics

From Mechanistic to Compositional Interpretability

Receipt and verification

First computed	2026-07-05T11:46:57.758126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b85e0d15ca8f329d59ca0649290a58f641647827d81777d0ce3bb98fabab1ed9

Aliases

arxiv: 2508.00545 · arxiv_version: 2508.00545v1 · doi: 10.48550/arxiv.2508.00545 · pith_short_12: XBPA2FOKR4ZJ · pith_short_16: XBPA2FOKR4ZJ2WOK · pith_short_8: XBPA2FOK

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/XBPA2FOKR4ZJ2WOKAZESSCSY6Z \
  | 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: b85e0d15ca8f329d59ca0649290a58f641647827d81777d0ce3bb98fabab1ed9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6774df2feefc495b92c585f56d484835613b0b1bbdeb39974a19bc5f8df5980",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T11:36:21Z",
    "title_canon_sha256": "93fce0de2d4aeb63ce8dee922a6e220df7a896067c123c05c5b979e8232009c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00545",
    "kind": "arxiv",
    "version": 1
  }
}