Pith Number

pith:J3TIFLLM

pith:2025:J3TIFLLMCR6MGHIOOU3JSLOEL4

not attested not anchored not stored refs pending

DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Matthias Hein, Maximilian Augustin, Yannic Neuhaus

arxiv:2503.23573 v1 · 2025-03-30 · 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{J3TIFLLMCR6MGHIOOU3JSLOEL4}

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	2026-07-05T10:41:55.863468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ee682ad6c147cc31d0e7536992dc45f1aae5977aaee578da2cc42f6fbd8595c

Aliases

arxiv: 2503.23573 · arxiv_version: 2503.23573v1 · doi: 10.48550/arxiv.2503.23573 · pith_short_12: J3TIFLLMCR6M · pith_short_16: J3TIFLLMCR6MGHIO · pith_short_8: J3TIFLLM

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/J3TIFLLMCR6MGHIOOU3JSLOEL4 \
  | 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: 4ee682ad6c147cc31d0e7536992dc45f1aae5977aaee578da2cc42f6fbd8595c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2064a8a8f99016c475fdd354f776e3bb36a5451b33ba94160090d65e47d517d9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-30T19:45:09Z",
    "title_canon_sha256": "bfcd06a69fd518fb4b972e0d59a13e90d964ba46a7a92afeea5b2232554f15f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23573",
    "kind": "arxiv",
    "version": 1
  }
}