Pith Number

pith:3JGMSTP6

pith:2026:3JGMSTP6J644N3L3RA7YE74UHY

not attested not anchored not stored refs pending

From Theory to Decision Rule: Calibrating the Noisy-Label Crossover for Vision-Language Model Weak Supervision Across Three Medical-Imaging Benchmarks

Alexander Ryu, Bruce Changlong Xu, Jose James

arxiv:2605.24771 v1 · 2026-05-23 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3JGMSTP6J644N3L3RA7YE74UHY}

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	2026-05-26T01:03:57.420816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da4cc94dfe4fb9c6ed7b883f827f943e26d93ca412be782659f1435508be366b

Aliases

arxiv: 2605.24771 · arxiv_version: 2605.24771v1 · doi: 10.48550/arxiv.2605.24771 · pith_short_12: 3JGMSTP6J644 · pith_short_16: 3JGMSTP6J644N3L3 · pith_short_8: 3JGMSTP6

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/3JGMSTP6J644N3L3RA7YE74UHY \
  | 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: da4cc94dfe4fb9c6ed7b883f827f943e26d93ca412be782659f1435508be366b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec586a94ece29a1b6d2b9bad35f4077ef2239d24dea2a5b0292b37ecdee715ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-23T23:15:07Z",
    "title_canon_sha256": "285378cb6e13c9ce3804db48fa53faebe20f25018f42d8e4fc924f31f8dad259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24771",
    "kind": "arxiv",
    "version": 1
  }
}