Pith Number

pith:AQWIH4CW

pith:2025:AQWIH4CWBDT5GUSLNPOVKV5KGC

not attested not anchored not stored refs pending

Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models

Catherine L Jan, Deval Mehta, Kshitij Jadhav, Mingguang He, Yiwen Jiang, Zongyuan Ge

arxiv:2503.02917 v1 · 2025-03-04 · eess.IV · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQWIH4CWBDT5GUSLNPOVKV5KGC}

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	2026-07-05T10:24:34.959645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

042c83f05608e7d3524b6bdd5557aa30b09f95c48812445a207192040af59d0d

Aliases

arxiv: 2503.02917 · arxiv_version: 2503.02917v1 · doi: 10.48550/arxiv.2503.02917 · pith_short_12: AQWIH4CWBDT5 · pith_short_16: AQWIH4CWBDT5GUSL · pith_short_8: AQWIH4CW

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/AQWIH4CWBDT5GUSLNPOVKV5KGC \
  | 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: 042c83f05608e7d3524b6bdd5557aa30b09f95c48812445a207192040af59d0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75d8b60bc860479ca3982377150b6141a06243099cad1599cd4641b2c28b8551",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-03-04T12:03:42Z",
    "title_canon_sha256": "abc399d193efdf3203c1c453e8afb97754ae2a1222f2a80f0fa69bcea6474a78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02917",
    "kind": "arxiv",
    "version": 1
  }
}