Paper Citation Record · LEDGER

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs

As of 12 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.09535.

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

pith.paper-citation-record.v1
2507.09535 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:57:40.734752Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy14
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 31c1d076-967b-4337-b82c-fb4fff599dcb · outbound

This paper cites A tutorial on synthetic aperture radar.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs A tutorial on synthetic aperture radar

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:43.712323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c4a637f-56da-42a4-8802-057a6a2feaef · outbound

This paper cites A comprehensive survey on sar atr in deep-learning era.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs A comprehensive survey on sar atr in deep-learning era

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:43.561289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e91549e-4f92-4399-828b-352d1a08d91e · outbound

This paper cites Towards sar automatic target recognition: Multi-category sar image classification based on light weight vision transformer.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Towards sar automatic target recognition: Multi-category sar image classification based on light weight vision transformer

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:43.335193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f9b7bf26-2999-4841-a46c-555b66e8fcc5 · outbound

This paper cites Recent advances in target recognition with synthetic aperture radar based on machine learning: A review.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Recent advances in target recognition with synthetic aperture radar based on machine learning: A review

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:43.142401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c695565-0f75-4765-8897-c98c9daa73c5 · outbound

This paper cites Recent advances in deep-learning-based sar image target detection and recognition.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Recent advances in deep-learning-based sar image target detection and recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.991326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d820f60b-6c7e-465d-a383-990fbf13b893 · outbound

This paper cites Quality assessment of sar-to-optical image translation.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Quality assessment of sar-to-optical image translation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.796906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36faa136-8ba4-4133-932b-b0f79867e384 · outbound

This paper cites Deep learning meets sar: A review of recent advances.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Deep learning meets sar: A review of recent advances

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.613710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 08f40dc2-c605-4dcc-89b1-e10aa72f0d12 · outbound

This paper cites Low-power scalable multilayer optoelectronic neural networks enabled with incoherent light.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Low-power scalable multilayer optoelectronic neural networks enabled with incoherent light

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:57:41.148460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eef9e12b-e3c4-4b26-abda-ed069b6d6d83 · outbound

This paper cites Gpt-4 technical report.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Gpt-4 technical report

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.477614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc67ae02-b179-415a-b498-ac54dbc3460c · outbound

This paper cites Gemini 1: Unlocking multimodal reasoning.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Gemini 1: Unlocking multimodal reasoning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.301261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c03d1bfc-38ee-465e-a999-d923862af91d · outbound

This paper cites Sar image target recognition based on local binary pattern features and sparse representation classification.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Sar image target recognition based on local binary pattern features and sparse representation classification

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:42.102775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d632a24d-d4b9-4003-b7c5-33e889f877b4 · outbound

This paper cites A survey of deep learning-based sar image target recognition methods.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs A survey of deep learning-based sar image target recognition methods

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:41.908159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc71b40d-cc43-40c9-aa9d-2e6812464270 · outbound

This paper cites Towards sar automatic target recognition: Multi-category sar image classification based on lightweight vision transformer.

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:41.750539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6a161c3a-f3ee-4b57-a00c-00a8d3fe24d2 · outbound

This paper cites FAIR-CSAR: A benchmark dataset for fine-grained object detection and recognition based on single-look complex SAR images.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs FAIR-CSAR: A benchmark dataset for fine-grained object detection and recognition based on single-look complex SAR images

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:41.534562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecdcf0a5-9ff7-4124-a6b5-0d248fe85da8 · outbound

This paper cites Evans-Lewis inequalities in dimension three.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Evans-Lewis inequalities in dimension three

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T17:57:41.023233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 01a6443d-3f02-4fbf-947b-b3fce020aaf1 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Flamingo: a Visual Language Model for Few-Shot Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:40.312626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d65d4c-a3cb-475a-a3b5-3721e8a044fa · outbound

This paper cites Remote sensing visual question answering via multimodal large language models.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Remote sensing visual question answering via multimodal large language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:57:41.348662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d64f67cc-e945-428b-bf1b-76a8230d5426 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:40.528979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b485d40-a2d3-40c5-8ad0-079520044e96 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Training Verifiers to Solve Math Word Problems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:40.626550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dca0bdd4-00e5-4aa9-b98e-9a08fc9ff916 · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

Reframing SAR Target Recognition as Visual Reasoning: A Chain-of-Thought Dataset with Multimodal LLMs Are NLP Models really able to Solve Simple Math Word Problems?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T17:57:40.734752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.