Pith Number

pith:ASW5BTKQ

pith:2026:ASW5BTKQXEVM44OJ4RNY3ZDIYS

not attested not anchored not stored refs pending

Beyond the Eye: Efficient Multimodal Reasoning via Self-Regulated Implicit Visual Tools

Hang Xu, Hanhui Li, Jianhua Han, Kun Xiang, Mingyang Zhang, Quanlin Chen, Wentao Hu, Xiaodan Liang, Xiuwei Chen, Zehua Ma, Zisheng Chen

arxiv:2607.11106 v1 · 2026-07-13 · 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{ASW5BTKQXEVM44OJ4RNY3ZDIYS}

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	2026-07-14T01:22:16.734221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04add0cd50b92ace71c9e45b8de468c4b9a4c0a0b270e45e020b801bfc4ca538

Aliases

arxiv: 2607.11106 · arxiv_version: 2607.11106v1 · doi: 10.48550/arxiv.2607.11106 · pith_short_12: ASW5BTKQXEVM · pith_short_16: ASW5BTKQXEVM44OJ · pith_short_8: ASW5BTKQ

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/ASW5BTKQXEVM44OJ4RNY3ZDIYS \
  | 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: 04add0cd50b92ace71c9e45b8de468c4b9a4c0a0b270e45e020b801bfc4ca538

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9ff64c4aa9f58a417d05099763e5f00df9e7a0abeca8dd86e8c1f867acd35c9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-13T05:32:00Z",
    "title_canon_sha256": "df8a0fc0589897f3fc77fdb95d324753e035a79bbdfaa780f57deb2ff3b77c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11106",
    "kind": "arxiv",
    "version": 1
  }
}