Pith Number

pith:R6SZF4T4

pith:2025:R6SZF4T4233WTC2Y6RQM7GRM4B

not attested not anchored not stored refs pending

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging

Jinghan Zhang, Junxian He, Manling Li, Miao Xiong, Shiqi Chen, Siyang Gao, Tongyao Zhu, Wei Liu

arxiv:2505.05464 v2 · 2025-05-08 · 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{R6SZF4T4233WTC2Y6RQM7GRM4B}

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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

6 papers in Pith

PlanBench-V: A Spatial Planning Map Benchmark for Vision-Language Models

Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning

ConsisGuard: Aligning Safety Deliberation with Policy Enforcement in LLM Guardrails

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Towards Long-horizon Agentic Multimodal Search

Receipt and verification

First computed	2026-07-05T11:37:19.757749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fa592f27cd6f7698b58f460cf9a2ce04428f3815c70d2dec10cc70857b53f0d

Aliases

arxiv: 2505.05464 · arxiv_version: 2505.05464v2 · doi: 10.48550/arxiv.2505.05464 · pith_short_12: R6SZF4T4233W · pith_short_16: R6SZF4T4233WTC2Y · pith_short_8: R6SZF4T4

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/R6SZF4T4233WTC2Y6RQM7GRM4B \
  | 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: 8fa592f27cd6f7698b58f460cf9a2ce04428f3815c70d2dec10cc70857b53f0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91c5556d93f131f09b62e93d782f21728b53ff13cb435966011f0f5806907439",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-08T17:56:23Z",
    "title_canon_sha256": "5e88e305f31820fe0a76fe5710db68352c5f0b110a3abb6440fc6bc2e99a1ee5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05464",
    "kind": "arxiv",
    "version": 2
  }
}