Pith Number

pith:NUDHDQEN

pith:2025:NUDHDQENULAVL7RUJFSXRHKI66

not attested not anchored not stored refs pending

Grounded Chain-of-Thought for Multimodal Large Language Models

Baiyang Song, Chenxin Fang, Qiong Wu, Rongrong Ji, Xiangcong Yang, Xiaoshuai Sun, Yiyi Zhou

arxiv:2503.12799 v2 · 2025-03-17 · cs.CV · cs.MM

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\usepackage{pith}
\pithnumber{NUDHDQENULAVL7RUJFSXRHKI66}

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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

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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

13 papers in Pith

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

ProSR: Process-Shaped Spatial Reasoning for Reliable Chain-of-Thought in VLMs

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning

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

Grounded 3D-Aware Spatial Vision-Language Modeling

Receipt and verification

First computed	2026-07-05T10:37:47.612560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d0671c08da2c155fe344965789d48f78c118af11a67f99002121ab4b8dd133b

Aliases

arxiv: 2503.12799 · arxiv_version: 2503.12799v2 · doi: 10.48550/arxiv.2503.12799 · pith_short_12: NUDHDQENULAV · pith_short_16: NUDHDQENULAVL7RU · pith_short_8: NUDHDQEN

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/NUDHDQENULAVL7RUJFSXRHKI66 \
  | 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: 6d0671c08da2c155fe344965789d48f78c118af11a67f99002121ab4b8dd133b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ecee4a0b89b392990c9d0d25df53169f73bb897523c720107862da8cda02169",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T04:07:47Z",
    "title_canon_sha256": "d7f5e3be1507ccf15d66d2257c7dfd6d73d5fa949543e7ccfa832ed087802d45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12799",
    "kind": "arxiv",
    "version": 2
  }
}