Pith Number

pith:UB2L5KJT

pith:2025:UB2L5KJTYSIVJ4YG324HFI4V6R

not attested not anchored not stored refs pending

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Ahmed Heakl, Dinura Dissanayake, Fahad Shahbaz Khan, Hisham Cholakkal, Ivan Laptev, Jean Lahoud, Ketan More, Mohammed Zumri, Mubarak Shah, Noor Ahsan, Omkar Thawakar, Rao Muhammad Anwer, Ritesh Thawkar, Salman Khan, Yuhao Li

arxiv:2501.06186 v1 · 2025-01-10 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UB2L5KJTYSIVJ4YG324HFI4V6R}

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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

Reinforcing Dual-Path Reasoning in Spatial Vision Language Models

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles

Receipt and verification

First computed	2026-07-05T09:59:34.405094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a074bea933c49154f306deb872a395f46bdc6732f1534821b267b113f7c3affa

Aliases

arxiv: 2501.06186 · arxiv_version: 2501.06186v1 · doi: 10.48550/arxiv.2501.06186 · pith_short_12: UB2L5KJTYSIV · pith_short_16: UB2L5KJTYSIVJ4YG · pith_short_8: UB2L5KJT

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/UB2L5KJTYSIVJ4YG324HFI4V6R \
  | 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: a074bea933c49154f306deb872a395f46bdc6732f1534821b267b113f7c3affa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f21656e70ca6ae8c59d6bd4cf420ff3974002a70beb6e0393cca73b7f0b1dc7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-10T18:59:51Z",
    "title_canon_sha256": "c533093a0ba5949ec5f8a21c8d33d9211036024b4b8e2ab53d51bfe19882b465"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06186",
    "kind": "arxiv",
    "version": 1
  }
}