Pith Number

pith:3MZO3JAA

pith:2025:3MZO3JAAJIQ346AMF4Q2WVXADH

not attested not anchored not stored refs pending

GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training

Deheng Ye, Junliang Xing, Tong Wei, Yijun Yang, Yuanchun Shi, Zongqing Lu

arxiv:2503.08525 v2 · 2025-03-11 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3MZO3JAAJIQ346AMF4Q2WVXADH}

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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

2 papers in Pith

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

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning

Receipt and verification

First computed	2026-07-05T11:35:33.865095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db32eda4004a21be780c2f21ab56e019e065752d2212acd6bc62c19981d72b99

Aliases

arxiv: 2503.08525 · arxiv_version: 2503.08525v2 · doi: 10.48550/arxiv.2503.08525 · pith_short_12: 3MZO3JAAJIQ3 · pith_short_16: 3MZO3JAAJIQ346AM · pith_short_8: 3MZO3JAA

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/3MZO3JAAJIQ346AMF4Q2WVXADH \
  | 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: db32eda4004a21be780c2f21ab56e019e065752d2212acd6bc62c19981d72b99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4bba66cb56581e200404dfabc305d79d29e1222b7b38c2dfaea8750370d3e7d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-11T15:17:02Z",
    "title_canon_sha256": "1d75a65f6b35793f1b9f81f27460fa260bc68db88f0265f4ba34b6d331ac344b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.08525",
    "kind": "arxiv",
    "version": 2
  }
}