Paper Citation Record · LEDGER

Can Mental Imagery Improve the Thinking Capabilities of AI Systems?

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.12555.

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

pith.paper-citation-record.v1
2507.12555 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:48:46.101868Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

37 of 37 outbound references displayed

verified exact8
verified fuzzy13
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d916c69a-18a3-4099-9313-b66a85ec16dd · outbound

This paper cites Monk, Gareth R.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Monk, Gareth R

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:53.304821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b42c9e5b-b6f8-4af6-959a-4e12a6a58759 · outbound

This paper cites Redmon, S.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Redmon, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:53.056732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec5073ef-90f3-4eb3-b94e-a23a558adca2 · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:52.859656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91ab0f2d-053c-4d59-9d3d-cdc31efa8e78 · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:52.616318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 646575ae-87e8-4834-8f32-e5606b0a2969 · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:52.397702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ff288f5-4e8c-4d1f-8967-9d20bc72ff11 · outbound

This paper cites Noveck and J.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Noveck and J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:52.177874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1645b5f0-2203-4585-8790-c428f1c4cca6 · outbound

This paper cites Towards combining commonsense reasoning and knowledge acquisition to guide deep learning.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Towards combining commonsense reasoning and knowledge acquisition to guide deep learning

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T16:48:47.863017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba6a6227-8c2a-48e5-b1b4-bd001b1f38ea · outbound

This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:42.087458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ec404b-38f3-48f3-82fe-26efefa9e63e · outbound

This paper cites Machine Reading Comprehension.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Machine Reading Comprehension

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:51.897707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c5e7209-a75b-4fa5-859d-14b0c24c6e46 · outbound

This paper cites ATOMIC: An Atlas of Machine Commonsense.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? ATOMIC: An Atlas of Machine Commonsense

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:51.678645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7042dafe-29da-4331-92e1-6d5a8a0ad50c · outbound

This paper cites COMET: Commonsense Transformers for Automatic Knowledge Graph Construction.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:42.539555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39512073-9fae-43ed-90a7-f9cfcf61ecac · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:51.415805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f06ce4d2-1a7e-4757-b6c1-127c8aa40770 · outbound

This paper cites A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:42.844700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4345f7ef-36f9-4c19-8a68-0ea5a707d054 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Learning Transferable Visual Models From Natural Language Supervision

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:42.959324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d45ed6-2084-41cb-85a7-2de560f19346 · outbound

This paper cites What Does BERT Look At? An Analysis of BERT's Attention.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? What Does BERT Look At? An Analysis of BERT's Attention

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:43.073529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 159f8c34-de05-4584-b342-43c2d2e2b7c8 · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:51.163124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9dba5f7d-9789-4234-80da-7542e2748209 · outbound

This paper cites DenseCap: Fully Convolutional Localization Networks for Dense Captioning.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? DenseCap: Fully Convolutional Localization Networks for Dense Captioning

Reference 17

Resolution: verified exact; doi, observed 2026-08-06T16:48:47.535609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f529e26e-701a-4665-997a-9b4340916f67 · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:50.913008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 214435b9-ee85-4ad4-b659-bf2fe7bc4772 · outbound

This paper cites Human-like machine thinking: Language guided imagination.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Human-like machine thinking: Language guided imagination

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:48:47.242841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b708aff-4768-4e04-aea3-ad6bd493c8b3 · outbound

This paper cites Deep Multimodal Data Fusion.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Deep Multimodal Data Fusion

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:50.663456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 111097cb-d8f4-401a-a624-172e118c6871 · outbound

This paper cites Identifying and Correcting Label Bias in Machine Learning.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Identifying and Correcting Label Bias in Machine Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:43.977793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8ffff39-49c8-4713-a334-99e7e4851b7a · outbound

This paper cites Bias in Machine Learning: A Literature Review.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Bias in Machine Learning: A Literature Review

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T16:48:46.939129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c485b91-6f2b-4cfc-92af-098c8930e9af · outbound

This paper cites Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:48:46.657849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 47f76013-03de-4d96-9504-c024ed83213d · outbound

This paper cites Putting GPT-3's Creativity to the (Alternative Uses) Test.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Putting GPT-3's Creativity to the (Alternative Uses) Test

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:44.428396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a605498-8685-4e0a-9024-0affbc7b010b · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:44.579771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f745f03-544e-4954-ac0a-771678458c0e · outbound

This paper cites Simulated Mental Imagery for Robotic Task Planning.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Simulated Mental Imagery for Robotic Task Planning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:48:48.299013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95852afc-3dc2-44fb-88f4-81e9d0c698e2 · outbound

This paper cites Visual mental imagery: A view from artificial intelligence.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Visual mental imagery: A view from artificial intelligence

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:50.459720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1b202735-d22e-4f6d-8b69-e79beaef4e1c · outbound

This paper cites Representations of imaginary scenes and their properties in cortical alpha activity.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Representations of imaginary scenes and their properties in cortical alpha activity

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T16:48:46.367652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca1ad0d3-b84c-49a0-9535-4729c87ae219 · outbound

This paper cites Holmes, Stephen M.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Holmes, Stephen M

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:50.185302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e2e726be-4920-4ed5-b7b5-879bdeecb527 · outbound

This paper cites Imagining predictions: mental imagery as mental emulation Philos.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Imagining predictions: mental imagery as mental emulation Philos

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:49.944786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b85506e-a07d-45bf-af88-20b9d9a8e7ea · outbound

This paper cites Prospection: experiencing the future Science.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Prospection: experiencing the future Science

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:49.693663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54153cbe-8b22-4898-b5ea-a27b7632908b · outbound

This paper cites an unresolved cited work.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:48:49.491490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 391d00c7-b640-402a-81c5-1e7fb75fe71c · outbound

This paper cites Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:49.204077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d4a45810-e182-4d91-acf3-70531f7eb583 · outbound

This paper cites Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:48:48.066079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 022aa738-55b8-42b7-a80d-c94767c663cd · outbound

This paper cites M., Ball, T.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? M., Ball, T

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:48.911277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d760b95f-29f1-4a9c-a2e8-ed55101828d5 · outbound

This paper cites Modelling mental imagery in the ACT-R cognitive architecture In A.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? Modelling mental imagery in the ACT-R cognitive architecture In A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:48:48.694540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4b0cb534-ac13-4022-97cf-71805c711af4 · outbound

This paper cites https://doi.org/10.1609/aaai.v33i01.33013027.

Can Mental Imagery Improve the Thinking Capabilities of AI Systems? https://doi.org/10.1609/aaai.v33i01.33013027

Reference 3035

Resolution: unresolved; no resolver link, observed 2026-08-06T16:48:42.418109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.