Pith Number

pith:KYJZLUCC

pith:2025:KYJZLUCCK4QXKYASM6THIAUHKB

not attested not anchored not stored refs pending

Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models

Ivo Pascal de Jong, Matias Valdenegro-Toro, Mirko Borszukovszki

arxiv:2504.03440 v1 · 2025-04-04 · 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{KYJZLUCCK4QXKYASM6THIAUHKB}

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	2026-07-05T10:44:32.293331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

561395d042572175601267a6740287505f80023bd30569192e25e756784885d8

Aliases

arxiv: 2504.03440 · arxiv_version: 2504.03440v1 · doi: 10.48550/arxiv.2504.03440 · pith_short_12: KYJZLUCCK4QX · pith_short_16: KYJZLUCCK4QXKYAS · pith_short_8: KYJZLUCC

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/KYJZLUCCK4QXKYASM6THIAUHKB \
  | 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: 561395d042572175601267a6740287505f80023bd30569192e25e756784885d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc117f13e01abb40f876584f043f7ada8d6b6f4a9296ddf5c84c8d5053c0a97d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-04T13:31:08Z",
    "title_canon_sha256": "688ab54b1bf52d122882004bae241af24fc8d12fd19bbcb11bfc051a0535d650"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.03440",
    "kind": "arxiv",
    "version": 1
  }
}