Pith Number

pith:43MS5NDU

pith:2022:43MS5NDUE33D644ZRDIGZYMAWA

not attested not anchored not stored refs pending

A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations

Bangwei Guo, Hong Zhang, Miaomiao Yang, Xingyu Li, Xu Steven Xu

arxiv:2206.00455 v1 · 2022-05-31 · q-bio.QM · cs.AI · cs.CV · cs.LG · q-bio.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{43MS5NDUE33D644ZRDIGZYMAWA}

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	2026-07-05T04:28:16.927633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6d92eb47426f63f739988d06ce180b03ec721850758bae27ed0816db8a58e4f

Aliases

arxiv: 2206.00455 · arxiv_version: 2206.00455v1 · doi: 10.48550/arxiv.2206.00455 · pith_short_12: 43MS5NDUE33D · pith_short_16: 43MS5NDUE33D644Z · pith_short_8: 43MS5NDU

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/43MS5NDUE33D644ZRDIGZYMAWA \
  | 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: e6d92eb47426f63f739988d06ce180b03ec721850758bae27ed0816db8a58e4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a667a460fe1b44c4780fb60b1221a04e442ff64c3e24d5c98c346f61997e79f4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG",
      "q-bio.GN"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2022-05-31T15:45:29Z",
    "title_canon_sha256": "d6d0cb7c46bb5e30fe41c87c03bb9fc849b7479bcf03fdbfdf3509c0f7c90a08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00455",
    "kind": "arxiv",
    "version": 1
  }
}