Pith Number

pith:AINAOZI5

pith:2024:AINAOZI5YHIQR7WOSBZDPIDQ3Z

not attested not anchored not stored refs pending

Does VLM Classification Benefit from LLM Description Semantics?

Bj\"orn Ommer, Dmytro Kotovenko, Lennart Rietdorf, Pingchuan Ma, Vincent Tao Hu

arxiv:2412.11917 v3 · 2024-12-16 · 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{AINAOZI5YHIQR7WOSBZDPIDQ3Z}

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	2026-07-05T09:51:40.070569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

021a07651dc1d108fece907237a070de7eb53b07f82fd1b8de5567b730b785bc

Aliases

arxiv: 2412.11917 · arxiv_version: 2412.11917v3 · doi: 10.48550/arxiv.2412.11917 · pith_short_12: AINAOZI5YHIQ · pith_short_16: AINAOZI5YHIQR7WO · pith_short_8: AINAOZI5

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/AINAOZI5YHIQR7WOSBZDPIDQ3Z \
  | 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: 021a07651dc1d108fece907237a070de7eb53b07f82fd1b8de5567b730b785bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8432e569003e463eefc4d3878a04ef3fc24f6b16646ce0c508f6ccdb8af71004",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-16T16:01:18Z",
    "title_canon_sha256": "489713e8dbe350ff9586b12752d10d6b84406ff9d565d7cb3354d10c9822cdd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11917",
    "kind": "arxiv",
    "version": 3
  }
}