Pith Number

pith:MHAHMI7K

pith:2026:MHAHMI7K75E6DT2FTFMAB3N3KT

not attested not anchored not stored refs pending

Does It Fail to See or Fail to Know? Attributing Errors in Vision-Language Models

Artem Shelmanov, Artem Vazhentsev, Khang Nhat Hoang Vo, Timothy Baldwin, Yova Kementchedjhieva

arxiv:2607.04683 v1 · 2026-07-06 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHAHMI7K75E6DT2FTFMAB3N3KT}

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	2026-07-07T02:19:31.998955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61c07623eaff49e1cf45995800edbb54fe330d3bfcefe6ababdd2a39fc4fb667

Aliases

arxiv: 2607.04683 · arxiv_version: 2607.04683v1 · doi: 10.48550/arxiv.2607.04683 · pith_short_12: MHAHMI7K75E6 · pith_short_16: MHAHMI7K75E6DT2F · pith_short_8: MHAHMI7K

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/MHAHMI7K75E6DT2FTFMAB3N3KT \
  | 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: 61c07623eaff49e1cf45995800edbb54fe330d3bfcefe6ababdd2a39fc4fb667

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eefe30f820a223ba26fcbb306e282e6f50978c736df741d967bf6dc5d24b8c2d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-06T05:11:45Z",
    "title_canon_sha256": "f58aeb497f279d22a1783fc4719b3cbe9944253bb024ae693213c74b1a3efed7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04683",
    "kind": "arxiv",
    "version": 1
  }
}