Pith Number

pith:CMBMQHDP

pith:2025:CMBMQHDP2J227NCQ27CJFN7M5P

not attested not anchored not stored refs pending

Examining Vision Language Models through Multi-dimensional Experiments with Vision and Text Features

Donald E. Brown, Jiebei Liu, Nazanin Moradinasab, Saurav Sengupta

arxiv:2509.08266 v1 · 2025-09-10 · 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{CMBMQHDP2J227NCQ27CJFN7M5P}

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	2026-07-05T12:08:26.549271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1302c81c6fd275afb450d7c492b7ecebecc3d7eec1f3739107790544bbc67854

Aliases

arxiv: 2509.08266 · arxiv_version: 2509.08266v1 · doi: 10.48550/arxiv.2509.08266 · pith_short_12: CMBMQHDP2J22 · pith_short_16: CMBMQHDP2J227NCQ · pith_short_8: CMBMQHDP

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/CMBMQHDP2J227NCQ27CJFN7M5P \
  | 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: 1302c81c6fd275afb450d7c492b7ecebecc3d7eec1f3739107790544bbc67854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5ad43750473e713678711c023b830f21499a1f717fb063ec73aa41406eedecf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-10T03:49:40Z",
    "title_canon_sha256": "cc6c826bdaa00ec1b4d37818dd5718cbc80efcb5577b780f04409f6e0d4feaa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08266",
    "kind": "arxiv",
    "version": 1
  }
}