Pith Number

pith:YQVG2SCA

pith:2025:YQVG2SCALNG4L2YE7NZIEHDIMV

not attested not anchored not stored refs pending

Deriving Equivalent Symbol-Based Decision Models from Feedforward Neural Networks

Sebastian Seidel, Uwe M. Borghoff

arxiv:2504.12446 v2 · 2025-04-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQVG2SCALNG4L2YE7NZIEHDIMV}

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	2026-07-05T11:43:11.126233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c42a6d48405b4dc5eb04fb72821c686576a0778644283d0bae6d336c33acd273

Aliases

arxiv: 2504.12446 · arxiv_version: 2504.12446v2 · doi: 10.48550/arxiv.2504.12446 · pith_short_12: YQVG2SCALNG4 · pith_short_16: YQVG2SCALNG4L2YE · pith_short_8: YQVG2SCA

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/YQVG2SCALNG4L2YE7NZIEHDIMV \
  | 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: c42a6d48405b4dc5eb04fb72821c686576a0778644283d0bae6d336c33acd273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c85032f2f3964a7785e31ff2b24d285dacf17bde2a68cc35f615916d9dd2fab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T19:22:53Z",
    "title_canon_sha256": "372e2d0563bac31484cb525807c696c004133ec9460afb89e54dcd6aeb67eaa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12446",
    "kind": "arxiv",
    "version": 2
  }
}