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Paper Citation Record · LEDGER

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2509.06382.

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

pith.paper-citation-record.v1
2509.06382 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:43:37.501174Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 exact2
  • verified fuzzy3
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 70f21be7-7873-4a7f-9b80-9c803ae2344b · outbound

This paper cites A Fabry and A.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation A Fabry and A

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:43:40.962830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.090700Z digest=sha256:04c3df98918f872eef717ce2b59c2151506f6ab3f6d82b79ff01839acfa9c543

Observation fe1176a1-ec37-45e6-958f-f9df822443b8 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:40.817847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.200333Z digest=sha256:320711616b30066213f44783f230c83dc1d223aad6d1adb490cbd407f38c8424

Observation d531d9f6-7a1e-4685-9919-4e1da4d44a38 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:40.637785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.279347Z digest=sha256:b1169b2648a9a65abab19846f77ce15db1a328e7334b52b1acf4592c5b2842d3

Observation 027d5ee1-9b69-4900-a68a-29b0b3d81dc6 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T23:43:36.329632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:43:36.329632Z digest=sha256:3c3912945b301ff382f5c8cbaaa894d2dc3473fbee6967b5b77b8d88b076a5a3

Observation 8b69c109-85dd-459f-af9d-ca52f445c314 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:40.486900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.400219Z digest=sha256:26fb04a6c12dd3272271d7cb950f4dc2050155ce8380cde90539ce88976fc433

Observation 6e2f9815-7324-44d3-9ab7-76d7b82f9fa3 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:40.378796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.471004Z digest=sha256:a9b4f57077eaaa16ef7d96cdc2053229028e053cd65c1edfa7cb673a568f706a

Observation fd36b9f6-c75d-466a-b84f-ed683b43df4d · outbound

This paper cites OpenAI o1 System Card.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation OpenAI o1 System Card

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T23:43:36.539747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:43:36.539747Z digest=sha256:8d4371660808b1fcd7428448c63b90453d36c9ea5ec80e2d945ab8fff2ba1f6a

Observation b3550733-249a-4e99-a303-461dd3b1539e · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-04T23:43:37.779367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.618063Z digest=sha256:ead5cbfd0c7748297ce1502948145b0b66479235e4e88c18f664170c9b064702

Observation 131ad2b3-a0b6-41dc-9b24-2d478edc7980 · outbound

This paper cites Jorgensen, J.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Jorgensen, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:43:40.157928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.774193Z digest=sha256:24ffa68865aae51aaabcef524ae5ddef81477a3694b31e3d0ae38e841c6ece14

Observation 20cc65e1-6c4e-4301-a548-8ce03be2dc0f · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:39.971828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.811990Z digest=sha256:071136667fef0e4d7d7cb4be726bf51b9ced659e5f94be86480a2098cf195736

Observation 319b44cf-4a41-49e2-aed1-538be3eba8ea · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:39.811927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.856775Z digest=sha256:a53e8ae42aaa3b9c7d104e6d3adc785e9c984c3a7c5f6629aa735eed7147612a

Observation bcee1236-2f00-450e-88e6-1c52474bacde · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:39.662321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.917208Z digest=sha256:d0d8ab6d860a2507016232257c2811f55df51a6e88db64540d43648b399bd2b5

Observation 2742e767-510a-43c6-be8c-d1c89de76a62 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:39.505243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:36.956685Z digest=sha256:ca8b01593f573bb5d5c48e3e9b7ecdb02de8a08f6d57b57ee205f06e3f85ed20

Observation 5f799775-d222-4501-b02d-8e73cec5bb36 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:39.327702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.061878Z digest=sha256:6cf055a1d1576f3a47ddeb46e153a5ce1dba83d96620fba566901a8d441cbb4c

Observation b0110a67-71ab-4170-b4f6-e0aac34d609d · outbound

This paper cites Pasta, M.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Pasta, M

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:43:39.137474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.139238Z digest=sha256:d203e34e0548d6a7c0bcef881600afbdbc9a77843354d8eb90d72f8d79ab9d1f

Observation afbb8785-7c2b-4a04-8021-293ffa9825f7 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:38.867823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.218396Z digest=sha256:e659765ef5d369178579ef8fe8eb3b8ae60962c7e7afbba82b2a636b2c4fa422

Observation 108909f5-7249-4558-a9fc-2ca643a5c6d3 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:38.697882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.304689Z digest=sha256:4f7a2f9812116ad7b015ae0883c9793ebe0e7d7f25f1019d9f2be5d35abb301f

Observation 4273ac97-4420-4360-852a-ea5c7814912a · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:38.583440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.364419Z digest=sha256:a1f714b8992ddd8dc2d1492581aca5447734f080278c008eec1083f685a4899b

Observation 45436096-020e-4316-abca-bc4af9636d35 · outbound

This paper cites an unresolved cited work.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:43:38.400488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.438945Z digest=sha256:e4fe8c29e920ca4793ad8a5830e212201a74cce697b04d724109f0e1a0a95ada

Observation 9ca69084-f692-4dda-a5f5-a1be876cfc02 · outbound

This paper cites PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling.

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:43:38.115701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T23:43:37.501174Z digest=sha256:cce156533ef2d3a8d7686e9c181b48f33489dfedc20a2e3bcd714c21dd972217

Pith citing papers

No inbound Pith citation observations are available.