Paper Citation Record · LEDGER

Limits of Spatial Imagery Reasoning in Frontier LLM Models

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2603.26779.

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

pith.paper-citation-record.v1
2603.26779 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T19:19:52.557913Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27477c5c-e960-48a2-a260-544778c18483 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45473e3a-6927-4f4a-90b5-5042211f48f6 · outbound

This paper cites Qwen3-VL Technical Report.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Qwen3-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa1986d4-158a-489e-987a-944dcaad575c · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1e3424-3e5d-4bfc-8033-75bde1890298 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c07474-6217-43b3-ab61-fd6eea2f6c09 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afa3703-6cae-463c-a890-7742ee35c1ba · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0053bcec-ebec-4394-9355-6f54ec825895 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f688253-b29e-48cd-88ce-0df1f8080da0 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Limits of Spatial Imagery Reasoning in Frontier LLM Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa90b8e-54a0-49da-bbe9-48280f3cb5ce · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef6eb1d-7a25-4288-b691-0d1ea331f0aa · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ef9e053-0171-4f55-9ffa-e5691d1a5c9c · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5d3a6f-422a-4bb5-8a89-747edb78bafe · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9c51b25-2a81-4e42-8878-ae6bdef13dfb · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836dcaa8-2c31-4f8c-9616-bdc56159cc89 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b7b34b-46f7-469e-9d00-f2afc5c7c094 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874348f8-2dce-4eaf-88d2-cd2d031f785a · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b12e3467-f880-4618-9804-96f11ab326a2 · outbound

This paper cites AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes.

Limits of Spatial Imagery Reasoning in Frontier LLM Models AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1be827-f92c-454b-ad41-4fe886611555 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2432a8db-044a-4883-9b20-a23e01b49aa7 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e4acb0-f978-45b6-9d2c-917c48cd9d23 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28dea71a-aa68-40be-9c65-92537819bd3b · outbound

This paper cites VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge.

Limits of Spatial Imagery Reasoning in Frontier LLM Models VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a36b4b4f-e26d-4d65-b206-63b20009e50a · outbound

This paper cites Hashimoto.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Hashimoto

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d5d4b3-778d-4d8d-b427-d786f115f630 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Kimi K2.5: Visual Agentic Intelligence

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ade9e7-9ca9-49a2-8a3f-cf3c84b22e11 · outbound

This paper cites Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c14c22-50ac-4a6e-bb93-e244052bcd5f · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1b34a0-980b-4aec-a3ed-1c2e67f67ee6 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36604712-695e-4889-b8d5-6b0aeacd98ab · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232c90fd-7074-42f1-89ca-b638bd88f771 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3fc6a1-35c9-4e64-8c7f-484b109d253f · outbound

This paper cites LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.

Limits of Spatial Imagery Reasoning in Frontier LLM Models LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 307cb844-fc44-42e1-be62-22cec88b55b8 · outbound

This paper cites Qwen3 Technical Report.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Qwen3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abad1a47-5b8f-4992-83de-9de74b827c32 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Limits of Spatial Imagery Reasoning in Frontier LLM Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad0bcb3-e49f-445d-ba7d-a8cf768d6a33 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05cc9d6d-2837-4f3a-b33d-853c7fdadc48 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293360a0-956d-497e-9a85-edaba2840448 · outbound

This paper cites Memento: Fine-tuning LLM Agents without Fine-tuning LLMs.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63fc850-f2a1-4db0-897b-9c624290c9ce · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Limits of Spatial Imagery Reasoning in Frontier LLM Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c9d893-c403-4961-9f60-e83f10d8db68 · outbound

This paper cites - Analyze how critical decision points, ambiguities, and potential pitfalls are resolved.

Limits of Spatial Imagery Reasoning in Frontier LLM Models - Analyze how critical decision points, ambiguities, and potential pitfalls are resolved

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e586c7-9132-400e-a167-ccce9fac7047 · outbound

This paper cites modify": refine an existing experience to improve clarity or correctness. -.

Limits of Spatial Imagery Reasoning in Frontier LLM Models modify": refine an existing experience to improve clarity or correctness. -

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 281319b2-6d2d-4aea-9a3a-92dd15ce8dfb · outbound

This paper cites - Emphasize strategic reasoning patterns rather than specific computations.

Limits of Spatial Imagery Reasoning in Frontier LLM Models - Emphasize strategic reasoning patterns rather than specific computations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6daf1d09-97a0-4d1a-81ae-e97b9e796e20 · outbound

This paper cites an unresolved cited work.

Limits of Spatial Imagery Reasoning in Frontier LLM Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6362cac-0953-4658-bc0a-212af7e1e02b · outbound

This paper cites - Detect overlap in decision logic, structural reasoning, or error prevention themes.

Limits of Spatial Imagery Reasoning in Frontier LLM Models - Detect overlap in decision logic, structural reasoning, or error prevention themes

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5dfa8d1-78ff-4a9b-b78e-fff7742905ab · outbound

This paper cites - Remove problem-specific language.

Limits of Spatial Imagery Reasoning in Frontier LLM Models - Remove problem-specific language

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e409e34-228f-4000-8e31-6d0680dab18c · outbound

This paper cites modify": refine an existing experience to improve abstraction and generality. -.

Limits of Spatial Imagery Reasoning in Frontier LLM Models modify": refine an existing experience to improve abstraction and generality. -

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-13T19:19:52.557913Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.