Pith. sign in

Paper Citation Record · LEDGER

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2507.00742.

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

pith.paper-citation-record.v1
2507.00742 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:12:05.955642Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:49:02.285130Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:49:07.405031Z

Reference resolution

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b3b52c2-4308-44c1-a268-cc909896be9d · outbound

This paper cites write newline.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T21:12:05.868924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:12:05.868924Z digest=sha256:b2aff409530fa6580374fa72fc04f8882a8e6dc0f739b5e5dae64f549a7377a6

Observation 8ba1854f-4963-4749-a6a0-733bfed0b64b · outbound

This paper cites Generative AI Text Classification using Ensemble LLM Approaches.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Generative AI Text Classification using Ensemble LLM Approaches

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T21:12:05.874119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:12:05.874119Z digest=sha256:263b185c2fea0187e7d8da1821f6511996e6fb602fc495fbe29f94a9f5e59346

Observation efa9d63c-2f6b-4e80-b30e-96eae3d8b660 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.306608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.878535Z digest=sha256:3ab0ba8a941e3a3efc91f0b49bb845eccf060adb3bd7c68cb9baefc1be51b824

Observation 205cc948-0481-486f-b465-af32452c60be · outbound

This paper cites D., Franco, J.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports D., Franco, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.291466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.882818Z digest=sha256:6f0eba1d06c0ffc120ccf1367abcedcced425797b249744e938d6c069665c562

Observation e7123d0c-098a-43c8-8059-99e171f83342 · outbound

This paper cites and Tibshirani, R.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports and Tibshirani, R

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.276983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.887122Z digest=sha256:9dd8e16dd5e5c85497976061dbe958afea7dd6d7170d03662a6fce6affe7c40b

Observation 41c9f1b8-affb-47f4-b853-c176b13f69e5 · outbound

This paper cites U., Qureshi, R., Shah, A., Irfan, M., Zafar, A., Shaikh, M.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports U., Qureshi, R., Shah, A., Irfan, M., Zafar, A., Shaikh, M

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.261761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.891443Z digest=sha256:a547970af5d12bd8146f0a5ac3f0f8b031b2dfa076d1e55d1dbe3ecf63946a68

Observation d71018e5-e8d6-49b1-9979-643be6cf8684 · outbound

This paper cites and Nemery, P.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports and Nemery, P

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.243403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.895411Z digest=sha256:4104e4e7c93438dbd8fa8ff48e01f1a1f10ab7d712fd3cd8ce7f63eaadba0091

Observation 5d2d2b1b-15a1-4faa-a81b-9fef868e8396 · outbound

This paper cites L., Fernandes, G.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports L., Fernandes, G

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.228030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.900223Z digest=sha256:b1e28d03cf959b99e3e9957670ef08bac4912461bdc150bbe21b2915c5414833

Observation b150f9e4-d278-4a3d-bd74-5b04fbb2a6a0 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.213400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.903895Z digest=sha256:12acf1a855be9a644cfa3d2b14e1e6c947c66fb5ebe3df2b89f4242a22f08238

Observation 7263ad95-92de-45b9-a199-9b134d6c0948 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.198321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.907552Z digest=sha256:254c349fd458ef90383ff62276ffbc7ba650b8c594bcce668cae1520a3c086e6

Observation d72f56d0-ad0e-449e-a758-222c4eb2d0fa · outbound

This paper cites and Mohammcd, A.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports and Mohammcd, A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.182952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.911421Z digest=sha256:1113a366e68255622037ae0147cb75b8e33fa732e081265f95d2fd3818af6918

Observation fa833ba0-3758-4321-a255-5dfb3ee5e165 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:12:05.915003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:12:05.915003Z digest=sha256:23c927ff6382355604ab570678175f33e8f1a6ab4c17f6dfdde3d85085f3688a

Observation 6a73ffd4-5e2b-417a-a8b0-2ec50ad3e5e6 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.157221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.918896Z digest=sha256:8b61bb845e37b8aa9592ae53ed238c70264c62f8bc0ba38a53c17201b3247a0e

Observation c1fe5a88-1681-4e69-b6f8-fa730b992cbc · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.143361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.922490Z digest=sha256:b870a11a53fd2d49c1b2caddb495b37b6736918a4a8746bdcd5210c21c3fad27

Observation e5d25999-f52b-48b1-8606-47c440bc5003 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.127856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.926304Z digest=sha256:d16efae0bae5c4fc58e163cf58405c979a8204ba777e6e34332063c32072e7f9

Observation fed778e3-788d-4608-8e61-b3512960eba6 · outbound

This paper cites P., Rodrigues, F.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports P., Rodrigues, F

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.113836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.929885Z digest=sha256:351d99afd89c0bf78e202dc942e37fd6796c63652da79ee05e2849523744de2f

Observation c37e6d86-867f-430b-bfa9-ca26aaba1a85 · outbound

This paper cites P., Rodrigues, F.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports P., Rodrigues, F

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:12:06.098607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.933590Z digest=sha256:dc4af6b95b73384d6011db7456d80ebdeb7ffb6486dce381175bc15c1b2354fb

Observation 5446153e-901a-4de0-b4a8-e8dbbf09d42c · outbound

This paper cites LLM Harmony: Multi-Agent Communication for Problem Solving.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports LLM Harmony: Multi-Agent Communication for Problem Solving

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T21:12:05.937053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:12:05.937053Z digest=sha256:f600c11d0c344b311973342c848b108eac5fe1d1e7afbd9f949f7779837c18a2

Observation 8d5e43f4-16ec-461f-8e9f-ffb15a39b10e · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.081983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.941326Z digest=sha256:a8cb5c10b10b6c4451921ba1faeb5b7b2698b1634ba502b5c153bbd281d12e1f

Observation 673d7f4a-e0bb-4556-95e5-c2c269e879c5 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.067208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.944808Z digest=sha256:6302c740a2c148ee9657753993e366699b044015ecde155867980d5247bbbc69

Observation d17cef72-0555-43ba-8456-b3a57bf1eba7 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.052185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.948599Z digest=sha256:28fef99f656491ddb850a3b1d1ee004cb7c39dd82072e42aaff03e55c4c8bf4b

Observation 42c654a7-53fd-4b84-87e1-ebbac53e91f0 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.037741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.951987Z digest=sha256:4aff0eeb5a6334312256498aef751217c378cf4d77c37672d7f4f6916ef37004

Observation 00a5584c-ab4e-4f6e-97a1-39d0017a7d3a · outbound

This paper cites an unresolved cited work.

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:12:06.022310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T21:12:05.955642Z digest=sha256:47b5fd387b346302511e7b83ef6750ec22d1e6ac36b3fb97a3baf0a0925f024f

Pith citing papers

Observation 4cd5b0c6-2b61-4a8b-802e-9cd4f7868183 · inbound

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning cites this paper.

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T23:49:07.511703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T23:49:02.285130Z digest=sha256:25f6459e6738c5961517fe9be154db54b3e2fc430ce46229d8baa8970d8b77f6