Paper Citation Record · LEDGER

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2505.17137.

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

pith.paper-citation-record.v1
2505.17137 v4

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:27.336106Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy18
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10bb44f8-8ae1-4ca3-8283-62b6329d2ad9 · outbound

This paper cites an unresolved cited work.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:08:32.060184Z

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.

Observation 4b2ed274-74c9-4bd6-94d8-e7e5219d939c · outbound

This paper cites Missed and delayed diagnosis of dementia in primary care: prevalence and contributing factors,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Missed and delayed diagnosis of dementia in primary care: prevalence and contributing factors,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:31.825309Z

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.

Observation 639acb60-9149-4951-908a-1ee75f31a360 · outbound

This paper cites The diagnosis and management of mild cognitive impairment: a clinical review,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands The diagnosis and management of mild cognitive impairment: a clinical review,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:31.607218Z

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.

Observation 0c670459-0fce-4d25-b03d-239a2f6b5fd2 · outbound

This paper cites The montreal cognitive assessment (moca),.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands The montreal cognitive assessment (moca),

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:31.351795Z

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.

Observation 768e11fd-7fd0-401c-b45e-e803e7057a68 · outbound

This paper cites Automatic speech analysis for the assessment of patients with predementia and alzheimer’s disease,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Automatic speech analysis for the assessment of patients with predementia and alzheimer’s disease,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:31.042752Z

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.

Observation edfb59a3-c93f-437d-9c6a-8572497a8ef4 · outbound

This paper cites Objective assessment of vocal tremor,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Objective assessment of vocal tremor,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:30.814062Z

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.

Observation 0090e686-f88f-402b-be03-7dcd5f939b5d · outbound

This paper cites Evaluating voice-assistant commands for dementia detection,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Evaluating voice-assistant commands for dementia detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:30.612646Z

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.

Observation 8f49535d-2d6c-4b84-94ff-8d4a6d09e97f · outbound

This paper cites The natural history of alzheimer’s disease: description of study cohort and accuracy of diagnosis,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands The natural history of alzheimer’s disease: description of study cohort and accuracy of diagnosis,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:30.412381Z

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.

Observation 2d893ff6-3637-4498-823b-053e49744590 · outbound

This paper cites Multilingual alzheimer’s dementia recognition through spontaneous speech: a signal processing grand challenge,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Multilingual alzheimer’s dementia recognition through spontaneous speech: a signal processing grand challenge,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:30.114264Z

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.

Observation a37eab28-c820-43c9-81e2-bd929852f393 · outbound

This paper cites Unveil Multi-Picture Descriptions for Multilingual Mild Cognitive Impairment Detection via Contrastive Learning.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Unveil Multi-Picture Descriptions for Multilingual Mild Cognitive Impairment Detection via Contrastive Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:24.996734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5655ce2-dd90-4034-9e5e-e61bc87ddfdb · outbound

This paper cites The pittsburgh aphasia corpus: A resource for the study of aphasia and dementia,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands The pittsburgh aphasia corpus: A resource for the study of aphasia and dementia,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:29.851592Z

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.

Observation 7defe222-e110-4f0c-ac9c-af64ff5e55d6 · outbound

This paper cites Exploiting longitudinal speech sessions via voice assistant systems for early detection of cognitive decline,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Exploiting longitudinal speech sessions via voice assistant systems for early detection of cognitive decline,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:29.588266Z

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.

Observation 0ed73dfe-9726-47f5-952a-3ff8d20b6662 · outbound

This paper cites Smartphone-based digital phenotyping for dry eye toward point-of-care diagnosis,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Smartphone-based digital phenotyping for dry eye toward point-of-care diagnosis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:29.323650Z

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.

Observation d6757f19-2ecd-48b1-81fe-4dbadcdc29d6 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:29.073020Z

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.

Observation 1fe98eb2-0b1f-4bbb-9964-8383a76e69cb · outbound

This paper cites Profiling patient transcript using large language model reasoning augmentation for alzheimer’s disease detection,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Profiling patient transcript using large language model reasoning augmentation for alzheimer’s disease detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:28.829186Z

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.

Observation 21a48480-4f2c-42c1-97c1-4ba70e883676 · outbound

This paper cites Enhancing early detection of cognitive decline in the elderly: a comparative study utilizing large language models in clinical notes,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Enhancing early detection of cognitive decline in the elderly: a comparative study utilizing large language models in clinical notes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:28.603339Z

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.

Observation c154bebb-dd56-4a0a-8389-bbf5e9b9f9fd · outbound

This paper cites A new tool for assessing mobile device proficiency in older adults: the mobile device proficiency questionnaire,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands A new tool for assessing mobile device proficiency in older adults: the mobile device proficiency questionnaire,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:28.331783Z

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.

Observation 5dfd5d12-11c3-4b39-b481-f0f749c43990 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:25.887740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed60016a-60bb-4880-970b-71b09668513e · outbound

This paper cites Automatic Prompt Optimization with "Gradient Descent" and Beam Search.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:25.999511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7333a33-e24c-4c10-a78b-f727b83da698 · outbound

This paper cites Optimizing instructions and demonstrations for multi- stage language model programs,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Optimizing instructions and demonstrations for multi- stage language model programs,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:28.115963Z

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.

Observation 0780d6e1-68ef-4250-b5e9-f2f56016bd49 · outbound

This paper cites Hubert: Self-supervised speech representation learning by masked prediction of hidden units,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Hubert: Self-supervised speech representation learning by masked prediction of hidden units,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:26.271003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5dae481-733f-4b35-8755-68c78c1e9cdb · outbound

This paper cites SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:26.407482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38725102-62d4-4b58-ad3c-0dd3b97b6996 · outbound

This paper cites itransformer: Inverted transformers are effective for time series forecasting,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands itransformer: Inverted transformers are effective for time series forecasting,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:27.870204Z

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.

Observation a84a3eab-0162-4007-b89d-96d77d607076 · outbound

This paper cites Qwen Technical Report.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Qwen Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:26.642972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28e6ca5-5463-447f-b89e-288e845649b5 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands Scaling Instruction-Finetuned Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:26.738651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b6f7a7-b6db-44d0-a947-d8f20e2b41dd · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:26.873527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b4fc57c-2897-4b15-801c-4f5c1fe28baf · outbound

This paper cites The Llama 3 Herd of Models.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands The Llama 3 Herd of Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:27.002145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c217cd0-0b46-4fb2-896f-986a6df8a621 · outbound

This paper cites GPT-4 Technical Report.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:27.176947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf97e98b-d31b-4b3a-b6d7-4a39de1c4758 · outbound

This paper cites UMB@PerAnsSumm 2025: Enhancing perspective-aware summarization with prompt optimization and super- vised fine-tuning,.

Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands UMB@PerAnsSumm 2025: Enhancing perspective-aware summarization with prompt optimization and super- vised fine-tuning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:08:27.663823Z

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.

Pith citing papers

No inbound Pith citation observations are available.