Pith Number

pith:ZDVJNF2K

pith:2026:ZDVJNF2K4BXQ26SKWZ2ZMVY453

not attested not anchored not stored refs pending

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

Filippo Bonchi, Francesco Giannini, Giovanni De Felice, Giuseppe Marra, Mateja Jamnik, Mateo Espinosa Zarlenga, Pietro Barbiero, Ruggero Noris

arxiv:2606.12289 v1 · 2026-06-10 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZDVJNF2K4BXQ26SKWZ2ZMVY453}

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	2026-06-11T01:10:59.850695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8ea96974ae06f0d7a4ab67596571ceedd73ca0a568069cbb61b732aeb4ceea8

Aliases

arxiv: 2606.12289 · arxiv_version: 2606.12289v1 · doi: 10.48550/arxiv.2606.12289 · pith_short_12: ZDVJNF2K4BXQ · pith_short_16: ZDVJNF2K4BXQ26SK · pith_short_8: ZDVJNF2K

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/ZDVJNF2K4BXQ26SKWZ2ZMVY453 \
  | 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: c8ea96974ae06f0d7a4ab67596571ceedd73ca0a568069cbb61b732aeb4ceea8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe80efa0e684e61f2e02f69aae9941ed60772bf2a43ed9689d2f9343c5ce6e86",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T16:26:22Z",
    "title_canon_sha256": "f2d5c374457536cc339296eb87d07a23fdb977a7e179ad4ebabd93e8ca255ce3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12289",
    "kind": "arxiv",
    "version": 1
  }
}