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Paper Citation Record · LEDGER

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images

As of 15 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.09145.

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

pith.paper-citation-record.v1
2608.09145 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:42:45.026761Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

29 of 29 outbound references displayed

  • verified exact6
  • verified fuzzy15
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01a1e1c7-2567-4acb-8d62-731190bdabd8 · outbound

This paper cites arXiv preprint , doi =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images arXiv preprint , doi =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.844745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.654751Z digest=sha256:1553987edeec186bb95550f2349b3649d5e53b7d7da91efac51145bdbd52f4d8

Observation 246b6248-dec0-45d9-9ec3-a50f0a0e3f47 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.694742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.714853Z digest=sha256:a14491d0652b40fd4f20395955d75e4d4275a40df271f06c95bab53bf05bae38

Observation cdace247-24df-4e33-8ef2-e7058fcd771d · outbound

This paper cites 2024 , booktitle =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2024 , booktitle =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.555583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.774751Z digest=sha256:ff154f6ea1ff01fcf76d478c2d7b1c1827db9ddfa572287eb13ca309aba9fa8c

Observation c9058e66-f728-4b2f-b7be-836a61821f5a · outbound

This paper cites Thermo-VL: Extending Vision-Language Models to Thermal Infrared Perception.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Thermo-VL: Extending Vision-Language Models to Thermal Infrared Perception

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-11T22:42:46.058889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.814750Z digest=sha256:1c773a1504fc145aa0caf950530041a50ffec6e53a5668e2e36ebd0fb8807865

Observation c7b36861-a757-4e57-bf35-fb58d0e2543c · outbound

This paper cites 2026 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , journal =

Reference 5

Resolution
verified exact
doi, observed 2026-08-11T22:42:45.944751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.874755Z digest=sha256:568602e4fec558ea5f4ace5f0fc7e5945af62555932740255f9fb3f4466f0af3

Observation 0711fa4b-bdbe-4cc0-8906-785865796bab · outbound

This paper cites arXiv preprint , doi =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images arXiv preprint , doi =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.424772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:43.934753Z digest=sha256:f9f62852191c841193696b37d833a49c52d017406d2c07faecec497783f57abc

Observation 87ed9b9a-2769-4441-9f19-d3a9e8478f48 · outbound

This paper cites 2025 , booktitle =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2025 , booktitle =

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T22:42:43.964728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:42:43.964728Z digest=sha256:b85ebaab5d39c30237c2f37078785732ed9d9be35554caeffb292ac25a1b2193

Observation b91fe3a4-812b-4ecc-80f6-f091e3c80371 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.246089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.020697Z digest=sha256:3aec91b69757487950b1e3928c1d9f61a27efef8f396fc794587b5bff242db64

Observation bcd3f58c-1b7d-4ffc-88ab-5dd2abdc146b · outbound

This paper cites 2025 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2025 , journal =

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T22:42:46.592530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.064749Z digest=sha256:af2c1b42fda04ac78ddffbfc6f00b813b1c15c58bbabd1ac3bc51aab272bc04e

Observation 9c50d2b6-f59d-48f6-a7be-36f201adab01 · outbound

This paper cites From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T22:42:44.115862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:42:44.115862Z digest=sha256:e0ecc041ce744e6e58ce8ddd1305c3261e5f15bfef567334728399dc9aa557d0

Observation 540974c3-1a1c-411a-be21-fe5c554ab400 · outbound

This paper cites TeSG: Textual Semantic Guidance for Infrared and Visible Image Fusion.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images TeSG: Textual Semantic Guidance for Infrared and Visible Image Fusion

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-11T22:42:45.701361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.164751Z digest=sha256:d3cb196e168296785fa089b1931ea593e327b6a6fa27108441dbf8dfd36b35b6

Observation 5772b5c2-755a-4338-a785-40a893c6520e · outbound

This paper cites 2026 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , journal =

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T22:42:46.410237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.224765Z digest=sha256:25181963a0021867b160b33e070713ee8dd8c1c5efeb6780f1064dcf785d98e4

Observation cca2b4dc-d028-4736-aead-ee550b6c0273 · outbound

This paper cites 2026 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , journal =

Reference 13

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T22:42:46.311011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.249750Z digest=sha256:0703878bf35f5ba0c33a47d536c250f5144026dada890aa0bc9279c7d6303ed6

Observation 4b4d657c-a57a-4f54-881d-6dd6146883fd · outbound

This paper cites 2026 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , journal =

Reference 14

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T22:42:46.190141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.294742Z digest=sha256:505024667fe4308d98ed5a2bcf9acf1118d5705c0beb647c51ff71f1a76e8609

Observation f6df3468-0923-4379-b795-8dfeab4f1bb8 · outbound

This paper cites Infrared Physics & Technology , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Infrared Physics & Technology , pages=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.144748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.344838Z digest=sha256:42b89c249e02e0076dbc9556cab74f4725b210465d220586884f7eae15dc0e6c

Observation 904b5dd7-dba7-415c-a221-c3112c8b6ebd · outbound

This paper cites Displays , volume=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Displays , volume=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:48.014750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.384746Z digest=sha256:2d481076617161d80ae42ca4a1017e4487e9e69d7df67fd9087b17331e0a7879

Observation bca7cab8-6de8-4d5b-b760-a3eccb025d34 · outbound

This paper cites 2026 , booktitle =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , booktitle =

Reference 17

Resolution
verified exact
doi, observed 2026-08-11T22:42:45.424881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.434894Z digest=sha256:91083588b0a7248afb023b5beff1138b1afb7df0ff7ad52925f03d9038463b25

Observation 35b1be58-5df0-4797-bf84-d93fbc15d826 · outbound

This paper cites 2026 , booktitle =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , booktitle =

Reference 18

Resolution
verified exact
doi, observed 2026-08-11T22:42:45.294738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.494814Z digest=sha256:50a87a2f0fa0e6270640383e4d3347d4e902e8b019fe3b5cd46d6f0458f382d1

Observation 3c29802d-b892-4938-bb53-785a7463f89b · outbound

This paper cites ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.931887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.545086Z digest=sha256:4914705f55163a821ffcc30af621025d40fdc248b66de222de5ebcafa28e35ed

Observation fca81947-8bc1-4667-94dc-b43fa48e7b42 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , year=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images IEEE Transactions on Geoscience and Remote Sensing , year=

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.784748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.584830Z digest=sha256:f7e62e395cbc7c50750070c791e406c01a30fa35041ddb2e5384be82d47333e3

Observation 38720e20-5a8a-4f16-9f4c-16e94d806df8 · outbound

This paper cites European Conference on Computer Vision , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images European Conference on Computer Vision , pages=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.624828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.654848Z digest=sha256:460f99b61aa746887ebecfcb1af42cfb44efbc5c89ff08c02423be540543a217

Observation 3c3d2f41-37ba-4970-a0c1-c39dc068bd30 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T22:42:44.704857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:42:44.704857Z digest=sha256:8c9b6463ca33167c2256b7559aee880e67f1d4bd7f43c1b4f25502094c6a7776

Observation 186e6872-d59c-4cc9-aa2a-c414701f9920 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , year=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images IEEE Transactions on Pattern Analysis and Machine Intelligence , year=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.384751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.755497Z digest=sha256:cc7cbe2a246b4a6959e844ffad470359829df13034cf39bd5c40f9c0f9904df1

Observation 77f7bef0-d668-4712-a6e9-8538b663369c · outbound

This paper cites 2025 , booktitle =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2025 , booktitle =

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.234802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.804744Z digest=sha256:9352ca12f0fa19da45cab860c10b9434f57525a2e9a93a6c3bcabb7657cea489

Observation 3f784674-99ff-4a73-b797-de4baa9d43b6 · outbound

This paper cites 2026 , journal =.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images 2026 , journal =

Reference 25

Resolution
verified exact
doi, observed 2026-08-11T22:42:45.185123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.844854Z digest=sha256:42c35bd1b3f000be03b4db415ec38379427d4e10186158542c85f18c8c166c09

Observation e5b9c813-2f15-401a-a281-f09408ddbaf0 · outbound

This paper cites European Conference on Computer Vision , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images European Conference on Computer Vision , pages=

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T22:42:44.884739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:42:44.884739Z digest=sha256:cacb42dfb3f1888be0e7412d33c2c1622694d26528f7d2eaa8ef0cda928aa733

Observation ddedf587-3e4d-480e-a7b8-c41e8895824a · outbound

This paper cites International Conference on Learning Representations , volume=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images International Conference on Learning Representations , volume=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.132176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.924818Z digest=sha256:9326a7dabe0ae62f1f19754c3f9f3071f6e3745067c9284990a10b2feb5344dc

Observation adb2baa1-8a50-4cf4-8bd1-89c71dba3841 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:47.019980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:44.982933Z digest=sha256:e9db502eb5393991e60979f7113b10e1d1955feba3c53ad019f05bf3e583914a

Observation 50464bb6-a2e3-4096-ba39-c3903f907198 · outbound

This paper cites International Journal of Computer Vision , volume=.

Right Answer, Wrong Heat: Explanation-Aware Evaluation and Thermal-Grounded Feedback for MLLMs on Infrared Images International Journal of Computer Vision , volume=

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:42:46.905101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T22:42:45.026761Z digest=sha256:a46b0e7cc7f750e0e6bbbb8f3be1f929a8058fd9f7a9298760899b6430a89378

Pith citing papers

No inbound Pith citation observations are available.