Pith Number

pith:DMXUVTN3

pith:2024:DMXUVTN3XW245J6XSFNCRMTCB2

not attested not anchored not stored refs pending

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Jiwen Zhang, Minghui Qiu, Ruipu Luo, Xuanjing Huang, Zejun Li, Zhongyu Wei

arxiv:2405.16919 v3 · 2024-05-27 · cs.CV · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{DMXUVTN3XW245J6XSFNCRMTCB2}

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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

3 papers in Pith

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

Grounded Reinforcement Learning for Visual Reasoning

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning

Receipt and verification

First computed	2026-07-05T10:27:10.468476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b2f4acdbbbdb5cea7d7915a28b2620ea47852b61b99b63b080ae4309b6e272f

Aliases

arxiv: 2405.16919 · arxiv_version: 2405.16919v3 · doi: 10.48550/arxiv.2405.16919 · pith_short_12: DMXUVTN3XW24 · pith_short_16: DMXUVTN3XW245J6X · pith_short_8: DMXUVTN3

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/DMXUVTN3XW245J6XSFNCRMTCB2 \
  | 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: 1b2f4acdbbbdb5cea7d7915a28b2620ea47852b61b99b63b080ae4309b6e272f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5603168df2bca55186b27e8e502a50ee9f545952011f4e822bc8044ee6a55f5d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-27T08:12:00Z",
    "title_canon_sha256": "a9a819c0d24ab16737dcb386cd9ce66c31e8336d5d6ae559f25ec80f29ffd139"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16919",
    "kind": "arxiv",
    "version": 3
  }
}