Pith Number

pith:CA7RJKZU

pith:2025:CA7RJKZUMYY6C2TNTAKCBFNKWE

not attested not anchored not stored refs pending

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training

Jipeng Zhang, Kehao Miao, Renjie Pi, Rui Pan, Runtao Liu, Tong Zhang, Zhaowei Wang

arxiv:2506.13888 v1 · 2025-06-16 · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{CA7RJKZUMYY6C2TNTAKCBFNKWE}

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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

Improving Vision-language Models with Perception-centric Process Reward Models

Receipt and verification

First computed	2026-07-05T11:22:45.251481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

103f14ab346631e16a6d98142095aab10af4fcdf67a76729e61b4227dfae7a0e

Aliases

arxiv: 2506.13888 · arxiv_version: 2506.13888v1 · doi: 10.48550/arxiv.2506.13888 · pith_short_12: CA7RJKZUMYY6 · pith_short_16: CA7RJKZUMYY6C2TN · pith_short_8: CA7RJKZU

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/CA7RJKZUMYY6C2TNTAKCBFNKWE \
  | 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: 103f14ab346631e16a6d98142095aab10af4fcdf67a76729e61b4227dfae7a0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d659400435053a97a3d1fdcd1649b24e36800ea574e2faaa849e15c56e45a7dd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-16T18:10:51Z",
    "title_canon_sha256": "58a25075b40bc9dcfbeef9298bfed80b7703b1dba3bba4d7b00fc2c6fab80337"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13888",
    "kind": "arxiv",
    "version": 1
  }
}