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Paper Citation Record · LEDGER

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2404.03622.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.03622 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:54:48.116134Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4599051a-8521-447e-914d-b797dd73a1be · inbound

Grounded Reinforcement Learning for Visual Reasoning cites this paper.

Grounded Reinforcement Learning for Visual Reasoning Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-22T01:05:52.133035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T01:05:18.801388Z digest=sha256:711ccb0c422753ff505c6928346c2368167b906460ac7ac4d95a3a0bdb232946

Observation 5666202e-5beb-4160-8ff1-4c59f3288bbb · inbound

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning cites this paper.

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:54:48.116134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:54:48.116134Z digest=sha256:4bf1cf932f2c402b2ca1daa4fca321cefc38b65c8baa2109d8edbfadfa1bbe47

Observation 1f538ca5-df5c-4728-8f1e-c26e3ae4beff · inbound

Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models cites this paper.

Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T14:23:26.747722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T14:23:26.747722Z digest=sha256:b8d73d054a277d3ded6a830b18e8c7e09c7aef1f9128390863d0b6210c239114

Observation 50412294-2af5-4b14-981b-4061771e67aa · inbound

AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials cites this paper.

AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T11:26:06.616827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T11:26:06.616827Z digest=sha256:368fbee50bf32acd9a094e9bfc89052fe76c69b09f4ff52333946d0677180aa0

Observation 282cc3c0-46aa-46a1-8545-13340e51ec49 · inbound

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction cites this paper.

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:56:55.434831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-28T02:46:50.373450Z digest=sha256:32de85d51f852414331982f1a950b602d763627bd06989ed9072bbbd29a3449c

Observation c60ed340-612f-47c5-ba7a-4fbb069ba5cc · inbound

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation cites this paper.

Lost in Aggregation: A Multi-Scale Diagnostic Benchmark for LLM Spatial Navigation Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-06-26T10:39:18.347904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T10:37:24.946718Z digest=sha256:3da3746813404cb5c406dd8bf7738adbc508b55393562a15447d9ea5550be6a1