Pith Number

pith:ODNA4WSI

pith:2023:ODNA4WSIMCRJWTAYTT6R5CUMPF

not attested not anchored not stored refs pending

LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions

Le Zhuo, Si Liu, Songhao Han, Yue Liao

arxiv:2311.11904 v2 · 2023-11-20 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODNA4WSIMCRJWTAYTT6R5CUMPF}

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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

DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery

Receipt and verification

First computed	2026-07-05T07:46:26.881700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70da0e5a4860a29b4c189cfd1e8a8c79702e0f79d6276d19a4e7ed516af511ac

Aliases

arxiv: 2311.11904 · arxiv_version: 2311.11904v2 · doi: 10.48550/arxiv.2311.11904 · pith_short_12: ODNA4WSIMCRJ · pith_short_16: ODNA4WSIMCRJWTAY · pith_short_8: ODNA4WSI

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/ODNA4WSIMCRJWTAYTT6R5CUMPF \
  | 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: 70da0e5a4860a29b4c189cfd1e8a8c79702e0f79d6276d19a4e7ed516af511ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e676ae7dbc025b4f11ddfe5cf15e000c4546dbf6d8ee95cf22c2bff37745782",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-20T16:37:45Z",
    "title_canon_sha256": "d0d7596a11a0cde395509d60ef9a5e5ef4716bfb89ffe602df66f40b9b14e9ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11904",
    "kind": "arxiv",
    "version": 2
  }
}