Pith Number

pith:TMV55LEK

pith:2025:TMV55LEK5NFHIIXBMYWELEL47T

not attested not anchored not stored refs pending

Test-Time Consistency in Vision Language Models

James J. Little, Leonid Sigal, Shih-Han Chou, Shivam Chandhok

arxiv:2506.22395 v1 · 2025-06-27 · 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{TMV55LEK5NFHIIXBMYWELEL47T}

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.

Cited by

1 paper in Pith

From Plausibility to Verifiability: Risk-Controlled Generative OCR with Vision-Language Models

Receipt and verification

First computed	2026-07-05T11:28:26.733004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b2bdeac8aeb4a7422e1662c45917cfcd8abe9fbf5ba934c3b935f1c457a01a7

Aliases

arxiv: 2506.22395 · arxiv_version: 2506.22395v1 · doi: 10.48550/arxiv.2506.22395 · pith_short_12: TMV55LEK5NFH · pith_short_16: TMV55LEK5NFHIIXB · pith_short_8: TMV55LEK

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/TMV55LEK5NFHIIXBMYWELEL47T \
  | 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: 9b2bdeac8aeb4a7422e1662c45917cfcd8abe9fbf5ba934c3b935f1c457a01a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "632c10731c896d421678576382cfffebf9fb7a96867c30e62c377be64e86960c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-27T17:09:44Z",
    "title_canon_sha256": "e85b0eedd279d357df9d74ec7365f5cfe1fd26003749935c3c6104b0d1276039"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22395",
    "kind": "arxiv",
    "version": 1
  }
}