Pith Number

pith:6PYB7QHF

pith:2025:6PYB7QHF6XA4DNX5VU3QCJC7MI

not attested not anchored not stored refs pending

Reinforced Visual Perception with Tools

Dongping Chen, Mingyang Fu, Ranjay Krishna, Sinan Wang, Yao Wan, Zetong Zhou, Zhihan Hu, Zhou Zhao, Zixian Ma

arxiv:2509.01656 v1 · 2025-09-01 · 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{6PYB7QHF6XA4DNX5VU3QCJC7MI}

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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

15 papers in Pith

DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

OmniView-Space: Reinforcing Spatial Reasoning via Multi-Perspective Spatial Mapping

VESTA: Visual Exploration with Statistical Tool Agents

Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents

Receipt and verification

First computed	2026-07-05T12:03:05.310088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3f01fc0e5f5c1c1b6fdad3701245f620a080307864aed69a911368705c6176d

Aliases

arxiv: 2509.01656 · arxiv_version: 2509.01656v1 · doi: 10.48550/arxiv.2509.01656 · pith_short_12: 6PYB7QHF6XA4 · pith_short_16: 6PYB7QHF6XA4DNX5 · pith_short_8: 6PYB7QHF

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/6PYB7QHF6XA4DNX5VU3QCJC7MI \
  | 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: f3f01fc0e5f5c1c1b6fdad3701245f620a080307864aed69a911368705c6176d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1660d75470e376dc3808bb5b7f3c1774b5eebb9a27fe6eb33418d7efc49b4a93",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-01T17:57:49Z",
    "title_canon_sha256": "92c0565b85098db6333372e853675a5900580b8f130f9aa975b8568e937a32cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01656",
    "kind": "arxiv",
    "version": 1
  }
}