Pith Number

pith:DSP3HJQP

pith:2025:DSP3HJQP7SJOODJN5FIPXBY3BK

not attested not anchored not stored refs pending

VLMs-in-the-Wild: Bridging the Gap Between Academic Benchmarks and Enterprise Reality

Anupam Purwar, Srihari Bandraupalli

arxiv:2509.06994 v1 · 2025-09-03 · 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{DSP3HJQP7SJOODJN5FIPXBY3BK}

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	2026-07-05T12:07:13.697615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c9fb3a60ffc92e70d2de950fb871b0ab9da836d9395eb6aa3fd2c0ea9149cfd

Aliases

arxiv: 2509.06994 · arxiv_version: 2509.06994v1 · doi: 10.48550/arxiv.2509.06994 · pith_short_12: DSP3HJQP7SJO · pith_short_16: DSP3HJQP7SJOODJN · pith_short_8: DSP3HJQP

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/DSP3HJQP7SJOODJN5FIPXBY3BK \
  | 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: 1c9fb3a60ffc92e70d2de950fb871b0ab9da836d9395eb6aa3fd2c0ea9149cfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58f9b1fb6d82bb8cb65ff3e90cc2af7fab8fff2f9d18d79fc0c5275553213872",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-03T05:54:03Z",
    "title_canon_sha256": "bcd37a9e73baf5b59b89eb0d5ccdd0b4863a455b560c9c96e02a2b99c7e49e3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06994",
    "kind": "arxiv",
    "version": 1
  }
}