Pith Number

pith:LF3QWPKD

pith:2026:LF3QWPKDTI7NG2KPSGOQ7QNYSW

not attested not anchored not stored refs pending

Integrating Implicit and Explicit Relational Biases through Graph-Based Multiple Instance Learning: A Case Study in Skin Lesion Diagnosis

(2) Medical University of Gda\'nsk), Jakub Buler (1), Maciej Bobowicz (2), Micha{\l} Grochowski (1) ((1) Gda\'nsk University of Technology, Rafa{\l} Buler (1)

arxiv:2608.06037 v1 · 2026-08-06 · cs.AI · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LF3QWPKDTI7NG2KPSGOQ7QNYSW}

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	2026-08-07T00:55:09.539276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59770b3d439a3ed3694f919d0fc1b895abd820f2e009a5dc17745cd154b5c2a8

Aliases

arxiv: 2608.06037 · arxiv_version: 2608.06037v1 · doi: 10.48550/arxiv.2608.06037 · pith_short_12: LF3QWPKDTI7N · pith_short_16: LF3QWPKDTI7NG2KP · pith_short_8: LF3QWPKD

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/LF3QWPKDTI7NG2KPSGOQ7QNYSW \
  | 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: 59770b3d439a3ed3694f919d0fc1b895abd820f2e009a5dc17745cd154b5c2a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34d23597243285503f1b7de7bc2ad864f253c5e0104a2d4c44289155ee4cc004",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-06T13:47:18Z",
    "title_canon_sha256": "fbaced5eb994c096f084877613df149bce47ede4d5f4e84a35f6afa495c234cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06037",
    "kind": "arxiv",
    "version": 1
  }
}