Pith Number

pith:B2KXGKPQ

pith:2022:B2KXGKPQ2T5VC4LVRPAFVSECTL

not attested not anchored not stored refs pending

Rethinking Machine Learning Model Evaluation in Pathology

Aaditya Prakash, Dinkar Juyal, Harsha Pokkalla, Shreya Chakraborty, Syed Ashar Javed, Zahil Shanis

arxiv:2204.05205 v3 · 2022-04-11 · eess.IV · cs.CV · 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{B2KXGKPQ2T5VC4LVRPAFVSECTL}

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.

Cited by

1 paper in Pith

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

Receipt and verification

First computed	2026-07-05T04:15:15.798602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e957329f0d4fb5171758bc05ac8829ae98987525e2580fd98c47baf6bed001e

Aliases

arxiv: 2204.05205 · arxiv_version: 2204.05205v3 · doi: 10.48550/arxiv.2204.05205 · pith_short_12: B2KXGKPQ2T5V · pith_short_16: B2KXGKPQ2T5VC4LV · pith_short_8: B2KXGKPQ

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/B2KXGKPQ2T5VC4LVRPAFVSECTL \
  | 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: 0e957329f0d4fb5171758bc05ac8829ae98987525e2580fd98c47baf6bed001e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13ae2fab0ad31aa6bdbe46832f8953ba245b37f2d44599856c02d5b86ce7df49",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-04-11T15:49:12Z",
    "title_canon_sha256": "d67adc480ba07fd1d1dc20c60cf75f9223595ad94f076ca18513023bd17cd1b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.05205",
    "kind": "arxiv",
    "version": 3
  }
}