Pith Number

pith:CSVKNDUG

pith:2025:CSVKNDUGIOKZQVQ3R4I5OAQFB3

not attested not anchored not stored refs pending

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification

Chunjiang Wang, Kun Zhang, S. Kevin Zhou, Xiaodong Tao, Yandong Liu, Zhiyang He

arxiv:2506.12568 v1 · 2025-06-14 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CSVKNDUGIOKZQVQ3R4I5OAQFB3}

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

2 papers in Pith

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models

Towards Fine-Grained and Verifiable Concept Bottleneck Models

Receipt and verification

First computed	2026-07-05T11:21:55.495893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14aaa68e86439598561b8f11d702050ed09fedfaa70bce0ef0ac1fa2f14a4652

Aliases

arxiv: 2506.12568 · arxiv_version: 2506.12568v1 · doi: 10.48550/arxiv.2506.12568 · pith_short_12: CSVKNDUGIOKZ · pith_short_16: CSVKNDUGIOKZQVQ3 · pith_short_8: CSVKNDUG

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/CSVKNDUGIOKZQVQ3R4I5OAQFB3 \
  | 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: 14aaa68e86439598561b8f11d702050ed09fedfaa70bce0ef0ac1fa2f14a4652

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59f62a94a6ade62e6cc503ef92ab5c23b301efd8b3f95b06629ef216875bc842",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-14T16:52:04Z",
    "title_canon_sha256": "df726cc5dcda0dae32b294ad019f02ea173c931e2bfd27b396b911f49cbe22f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12568",
    "kind": "arxiv",
    "version": 1
  }
}