Pith Number

pith:MA2R2VNP

pith:2025:MA2R2VNPC2537IDW3VNYSJZHTK

not attested not anchored not stored refs pending

Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra

Alan N. Amin, Andres Potapczynski, Andrew Gordon Wilson

arxiv:2506.19598 v2 · 2025-06-24 · cs.LG · q-bio.PE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MA2R2VNPC2537IDW3VNYSJZHTK}

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	2026-07-05T11:28:38.125145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60351d55af16bbbfa076dd5b8927279a888713f0945ba14f112fa259cb4fe834

Aliases

arxiv: 2506.19598 · arxiv_version: 2506.19598v2 · doi: 10.48550/arxiv.2506.19598 · pith_short_12: MA2R2VNPC253 · pith_short_16: MA2R2VNPC2537IDW · pith_short_8: MA2R2VNP

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/MA2R2VNPC2537IDW3VNYSJZHTK \
  | 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: 60351d55af16bbbfa076dd5b8927279a888713f0945ba14f112fa259cb4fe834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "840b0f3927879fbb35c5c4f8114dbb0bd420cb2c5a3b69dc49d03764de4732bc",
    "cross_cats_sorted": [
      "q-bio.PE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-24T13:07:45Z",
    "title_canon_sha256": "e1b41f07e3e9f3af4174f5f6c3a620e83344134af17acb86377a18c33ecf0e86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19598",
    "kind": "arxiv",
    "version": 2
  }
}