Pith Number

pith:SVSH7KJF

pith:2025:SVSH7KJFI6UGEIPKU7K7XQPBEZ

not attested not anchored not stored refs pending

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification

Binhang Yuan, Bohan Zeng, Conghui He, Fupeng Sun, Guangxin He, Jiantao Qiu, Tianyi Bai, Wentao Zhang, Yizhen Jiang, Zengjie Hu

arxiv:2506.07235 v1 · 2025-06-08 · cs.CV · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SVSH7KJFI6UGEIPKU7K7XQPBEZ}

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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

5 papers in Pith

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

VABench: A Comprehensive Benchmark for Audio-Video Generation

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Receipt and verification

First computed	2026-07-05T11:18:04.067263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95647fa92547a86221eaa7d5fbc1e1266d821f390340e6fb8ddd901b79523f28

Aliases

arxiv: 2506.07235 · arxiv_version: 2506.07235v1 · doi: 10.48550/arxiv.2506.07235 · pith_short_12: SVSH7KJFI6UG · pith_short_16: SVSH7KJFI6UGEIPK · pith_short_8: SVSH7KJF

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/SVSH7KJFI6UGEIPKU7K7XQPBEZ \
  | 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: 95647fa92547a86221eaa7d5fbc1e1266d821f390340e6fb8ddd901b79523f28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67eba042a6a7fa9c68d2e4026775b3dfefdad7e536c1b1184584c8e0c335a7d2",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-08T17:38:49Z",
    "title_canon_sha256": "c36ac0231399855a151f983505b7bbf7b24b3b9882d1089e64a77d4440a495b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07235",
    "kind": "arxiv",
    "version": 1
  }
}