Pith Number

pith:PEB7KHZB

pith:2026:PEB7KHZBUFDVMJGTATS4TKM3B3

not attested not anchored not stored refs pending

Thinking Without Images: Internalizing Visual Manipulation with On-Policy Self-Distillation

Haobo Deng, Haoli Bai, Jiahui Liu, Kun Ouyang, Linli Yao, Xiaohui Li, Xu Sun, Yishuo Cai, Yuanxin Liu, Yuhao Zheng, Zhimo Li, Ziyue Wang

arxiv:2606.08719 v1 · 2026-06-07 · 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{PEB7KHZBUFDVMJGTATS4TKM3B3}

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	2026-06-09T02:07:35.188377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7903f51f21a1475624d304e5c9a99b0eeaf1b6614113896315556a5ebf82a2f5

Aliases

arxiv: 2606.08719 · arxiv_version: 2606.08719v1 · doi: 10.48550/arxiv.2606.08719 · pith_short_12: PEB7KHZBUFDV · pith_short_16: PEB7KHZBUFDVMJGT · pith_short_8: PEB7KHZB

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/PEB7KHZBUFDVMJGTATS4TKM3B3 \
  | 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: 7903f51f21a1475624d304e5c9a99b0eeaf1b6614113896315556a5ebf82a2f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c232160f0797ae950e525d96cb59643dcc2b03a9e1f25f346b790c78a0bba859",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-07T16:29:49Z",
    "title_canon_sha256": "0d0ad1ec68a836f42caeede977b225fc9587c75b163114ee8360a980014ec78e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08719",
    "kind": "arxiv",
    "version": 1
  }
}