Pith Number

pith:KX4CIXDC

pith:2025:KX4CIXDCWR376JWVJXQPD5ZKGZ

not attested not anchored not stored refs pending

Iterative Self-Improvement of Vision Language Models for Image Scoring and Self-Explanation

Naoto Tanji, Toshihiko Yamasaki

arxiv:2506.02708 v1 · 2025-06-03 · 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{KX4CIXDCWR376JWVJXQPD5ZKGZ}

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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

Iterative Self-Improvement of Vision Language Models for Image Scoring and Self-Explanation

Receipt and verification

First computed	2026-07-05T11:15:06.886010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55f8245c62b477ff26d54de0f1f72a367f417765bacbd0974f79157e31bb4c78

Aliases

arxiv: 2506.02708 · arxiv_version: 2506.02708v1 · doi: 10.48550/arxiv.2506.02708 · pith_short_12: KX4CIXDCWR37 · pith_short_16: KX4CIXDCWR376JWV · pith_short_8: KX4CIXDC

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/KX4CIXDCWR376JWVJXQPD5ZKGZ \
  | 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: 55f8245c62b477ff26d54de0f1f72a367f417765bacbd0974f79157e31bb4c78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2cfa791dfb7250b16bc451709fe3c0ac70a3eeea3ed75e8839cb6de9a48d065",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-03T10:04:19Z",
    "title_canon_sha256": "132d665fcefbd44aab4885563b29491b8286f6476d557af984fec3f1a7262719"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02708",
    "kind": "arxiv",
    "version": 1
  }
}