Pith Number

pith:HKFJMD53

pith:2025:HKFJMD53OBXDZAHR6VYUGETR7N

not attested not anchored not stored refs pending

Vision-Language Models Can't See the Obvious

Ankit Singh, Ngoc Dung Huynh, Phuc H. Le-Khac, Sanath Narayan, Wamiq Reyaz Para, Yasser Dahou

arxiv:2507.04741 v1 · 2025-07-07 · 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{HKFJMD53OBXDZAHR6VYUGETR7N}

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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

Counting to Four is still a Chore for VLMs

Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward

Receipt and verification

First computed	2026-07-05T11:32:53.282298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a8a960fbb706e3c80f1f571431271fb492328abfe68d9eb40f4a163addc4131

Aliases

arxiv: 2507.04741 · arxiv_version: 2507.04741v1 · doi: 10.48550/arxiv.2507.04741 · pith_short_12: HKFJMD53OBXD · pith_short_16: HKFJMD53OBXDZAHR · pith_short_8: HKFJMD53

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/HKFJMD53OBXDZAHR6VYUGETR7N \
  | 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: 3a8a960fbb706e3c80f1f571431271fb492328abfe68d9eb40f4a163addc4131

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0026dbd9a558b9bc73895aaf42ed7e411e454b720dce6efa67235c033f103a43",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-07T08:16:38Z",
    "title_canon_sha256": "6fb082f4be49d04f15472869f1b3313a4fd1f4382fea88c87549eb5892d82ae8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04741",
    "kind": "arxiv",
    "version": 1
  }
}