Paper Citation Record · LEDGER

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks

As of 11 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2605.03472.

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

pith.paper-citation-record.v1
2605.03472 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:23:36.245000Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:18:59.440066Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact19
verified fuzzy6
unresolved0
parse uncertain0
malformed identifier4
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee299483-c0d9-444d-82c7-edfd3bcca8bc · outbound

This paper cites Guilford Press (1979).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Guilford Press (1979)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.283716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 993fe3a2-b32e-4a97-9e96-2bfcc8aa476d · outbound

This paper cites Behaviour Research and Therapy70, 32–37 (2015).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Behaviour Research and Therapy70, 32–37 (2015)

Reference 2

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.006280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5160c201-2c2e-4b6b-a1a8-ee8500258f54 · outbound

This paper cites Humans or LLM s as the Judge? A Study on Judgement Bias.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Humans or LLM s as the Judge? A Study on Judgement Bias

Reference 3

Resolution: metadata mismatch; doi, observed 2026-07-01T00:25:08.971845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 453ed4be-066f-41da-9d41-c7a4aa15663f · outbound

This paper cites In: Findings of the Association for Computational Linguistics: ACL 2024.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Findings of the Association for Computational Linguistics: ACL 2024

Reference 4

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.970529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7eb199c4-985c-4bf8-9f4d-f257faf2ee0e · outbound

This paper cites In: Proceedings of the 63rd Annual MeetingoftheAssociationforComputationalLinguistics(Volume1:LongPapers).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Proceedings of the 63rd Annual MeetingoftheAssociationforComputationalLinguistics(Volume1:LongPapers)

Reference 5

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.000600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d292345-8462-4e69-bc12-17c88290fcb2 · outbound

This paper cites In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 6

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.002717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d032668b-02b6-40cd-8520-225ed8ab6609 · outbound

This paper cites Psychotherapy 48(1), 43–49 (2011).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Psychotherapy 48(1), 43–49 (2011)

Reference 7

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.006491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 86f1da3c-b398-4982-9247-f9b21144b966 · outbound

This paper cites Suicide and Life-Threatening Behavior 37(3), 338–352 (2007).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Suicide and Life-Threatening Behavior 37(3), 338–352 (2007)

Reference 8

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.012085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bcccb598-2aa2-4e2c-bf3c-c7e9b2718b5b · outbound

This paper cites 2026 , issn =.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks 2026 , issn =

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ec8017aa-20a3-4530-8265-a03be58d0654 · outbound

This paper cites Cognitive Therapy and Research36(5), 427–440 (2012).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Cognitive Therapy and Research36(5), 427–440 (2012)

Reference 10

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.998393Z

Source-reported events for the cited work

correction dated 2014-01-07. Source: crossref record 10.1007/s10608-013-9595-3->10.1007/s10608-012-9476-1:correction, observed 2026-07-11T03:09:43.382907+00:00. This notice travels one citation hop only.

Observation f43f23a4-f63a-418d-8278-8312f7c23ecc · outbound

This paper cites JMIR mHealth and uHealth6(11), e12106 (2018).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks JMIR mHealth and uHealth6(11), e12106 (2018)

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-07-01T00:25:09.000402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4d22c7eb-20cb-41dd-bcf3-061b2056e3e3 · outbound

This paper cites ISBN 979-8-89176-189-6.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks ISBN 979-8-89176-189-6

Reference 13

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.004737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0ddf9b0-2b9f-4ef6-ac3d-a826b3efde16 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Findings of the Association for Computational Linguistics: EMNLP

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.271854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ba264fc2-5451-45a1-8367-89d47deacf3a · outbound

This paper cites 1280–1303.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks 1280–1303

Reference 16

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.984773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a57cff6e-6ed1-4829-aa6e-b15528ea4730 · outbound

This paper cites In: The Twelfth International Conference on Learning Represen- tations (2024), https://openreview.net/forum?id=gtkFw6sZGS.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: The Twelfth International Conference on Learning Represen- tations (2024), https://openreview.net/forum?id=gtkFw6sZGS

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.273624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 008484cf-de41-4cee-a8b0-3ae129b9e0ac · outbound

This paper cites CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-01T00:25:09.457296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4fef0af2-afa8-46d4-8ca3-334b2c1fe7f5 · outbound

This paper cites Towards emotional support dialog systems.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Towards emotional support dialog systems

Reference 21

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.017539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 34ecefe3-cabb-40e4-ab20-004cbc70476d · outbound

This paper cites A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions

Reference 22

Resolution: metadata mismatch; doi, observed 2026-07-01T00:25:08.988357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5585b901-868a-4eb7-8b74-35f06feef6c3 · outbound

This paper cites LLM Evaluators Recognize and Favor Their Own Generations.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks LLM Evaluators Recognize and Favor Their Own Generations

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T00:25:09.454515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 067c7877-70b4-495f-9105-ba26b3969300 · outbound

This paper cites In: Findings of the Association for Computational Lin- guistics: EMNLP 2024.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Findings of the Association for Computational Lin- guistics: EMNLP 2024

Reference 25

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.972864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 031940a3-6586-4f57-b568-849b83c99a08 · outbound

This paper cites Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks

Reference 27

Resolution: metadata mismatch; doi, observed 2026-07-01T00:25:08.986605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bed76573-1a51-4bb8-863f-3ba2de1c3f45 · outbound

This paper cites Europe’s Journal of Psychology12(3), 348–362 (2016).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Europe’s Journal of Psychology12(3), 348–362 (2016)

Reference 28

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.008135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1aadecfd-3fe9-42ef-9c47-cd1d400879a4 · outbound

This paper cites Journal of Consulting Psychology21(2), 95–103 (1957).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Journal of Consulting Psychology21(2), 95–103 (1957)

Reference 29

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.984611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f432242e-2f08-45e1-b73a-9108b31dbf44 · outbound

This paper cites Co–Rumination in the Friendships of Girls and Boys , volume =.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Co–Rumination in the Friendships of Girls and Boys , volume =

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:25:08.995357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7f22641f-e10c-443d-a5d6-6311beb80a13 · outbound

This paper cites A Circumplex Model of Affect.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks A Circumplex Model of Affect

Reference 31

Resolution: metadata mismatch; doi, observed 2026-07-01T00:25:09.004456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bb953983-1f23-49d5-a0ea-d57251fef29b · outbound

This paper cites In: Chinese Conference on Pattern Recognition and Computer Vision.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Chinese Conference on Pattern Recognition and Computer Vision

Reference 32

Resolution: verified exact; doi, observed 2026-07-01T00:25:09.010208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45cb1798-e67c-4848-9012-818c08145cfa · outbound

This paper cites an unresolved cited work.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Unresolved cited work

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 88916b58-f22b-41b7-9b98-efbb08c58e8d · outbound

This paper cites Hugging Face dataset (2026), https://huggingface.co/datasets/SungJoo/Cradle-Dialogue, dataset card.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Hugging Face dataset (2026), https://huggingface.co/datasets/SungJoo/Cradle-Dialogue, dataset card

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.279024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c45b45f-134c-4218-84f2-011eae29186b · outbound

This paper cites The Canadian Journal of Psychiatry64(7), 456–464 (2019).https: //doi.org/10.1177/0706743719828977.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks The Canadian Journal of Psychiatry64(7), 456–464 (2019).https: //doi.org/10.1177/0706743719828977

Reference 35

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.990816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 84bbdeff-3687-4021-9c61-5bb7c850e6aa · outbound

This paper cites Self-Preference Bias in LLM-as-a-Judge.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Self-Preference Bias in LLM-as-a-Judge

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T00:25:09.452203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2d120c88-c10e-4360-a012-0b85000091f1 · outbound

This paper cites Wu, T., Xiang, C., Wang, J.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks Wu, T., Xiang, C., Wang, J

Reference 38

Resolution: metadata mismatch; doi, observed 2026-07-01T00:25:08.994266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3d1e249b-9668-43d3-ba80-34d5e13ccb3f · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 39

Resolution: malformed identifier; doi_truncated, observed 2026-07-01T00:25:09.002503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1154e366-efbb-48da-af22-ef2741a5e557 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: ACL 2024.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Findings of the Association for Computational Linguistics: ACL 2024

Reference 41

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.992194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3ec7e7a5-a4af-418b-ac49-210520c6cea1 · outbound

This paper cites In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V

Reference 42

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.963188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b61aeee7-5836-44c7-a77c-7edc3b225fe2 · outbound

This paper cites In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.275347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e4e54f3d-d00c-4d05-94bb-e2d2bb74d5b1 · outbound

This paper cites https://doi.org/10.18653/ v1/2025.acl-long.252.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks https://doi.org/10.18653/ v1/2025.acl-long.252

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-07-07T08:53:32.269970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3684721b-254d-44ce-a0b0-a837703c3d48 · outbound

This paper cites In: International Conference on Learning Rep- resentations (2020), https://openreview.net/forum?id=SkeHuCVFDr.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: International Conference on Learning Rep- resentations (2020), https://openreview.net/forum?id=SkeHuCVFDr

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T08:53:32.277190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1bc1364-b491-4ba8-96e2-a25a9bf5bab4 · outbound

This paper cites In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Process- ing.

Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Process- ing

Reference 46

Resolution: verified exact; doi, observed 2026-07-01T00:25:08.996066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation a549954e-fadc-42a5-bcfd-15b9ccf66c03 · inbound

Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm cites this paper.

Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm Auditing Stealth Sycophancy in Mental-Health Dialogue: Structured Clinical-State Diagnostics and Clean Matched Benchmarks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T00:18:59.440066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.