Paper Citation Record · LEDGER

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2508.21238.

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

pith.paper-citation-record.v1
2508.21238 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:31:02.648963Z

measured 21 of 21 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

21 of 21 outbound references displayed

verified exact0
verified fuzzy7
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa84fa1f-fdb9-4ec5-af78-2cad5a06866f · outbound

This paper cites GPT-4 Technical Report.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs GPT-4 Technical Report

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.269520Z

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 d883ff90-883d-4228-8f43-fe8dccd1210f · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.245624Z

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 1955e835-e621-450d-8c5c-eeab4b94a637 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.529778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0279b486-07bb-481e-96fc-78a1b0d8c422 · outbound

This paper cites D., Burkholder, E., Wieman, C., Salehi, S.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs D., Burkholder, E., Wieman, C., Salehi, S

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.203829Z

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 b68f63c6-b82a-411f-95e9-3ad499fdc0d4 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.175670Z

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 168877df-ae9b-4851-9eb5-270ba5083330 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.551468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb9a28f-f962-4b48-b44e-72aa9dde7ed9 · outbound

This paper cites & Huang, C.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs & Huang, C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.149388Z

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 2ca430a2-a383-4287-bbc4-b83277488355 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.129320Z

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 1e52fb64-7262-4e9d-83f7-f796741c760d · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.101105Z

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 d2fd4430-d904-432c-853f-608276111b6d · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.082286Z

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 3107b2ca-dd16-4a6a-bf2a-74ac0f56e792 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.582994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ebab380-cf09-46f9-a0a4-bb40616440df · outbound

This paper cites & Tian, Y.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs & Tian, Y

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.063287Z

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 58089405-5b31-43af-8495-fe5193d4aeed · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.041922Z

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 85d40ede-d207-429f-8a16-c2d05129e41c · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.020650Z

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 6d48b89b-8adb-4ce3-8bf6-d2fcee127119 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.000819Z

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 2995e833-3a0f-47a5-ae28-8b4e900e4700 · outbound

This paper cites J., Shu, Y., Gu, Y., Yasunaga, M.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs J., Shu, Y., Gu, Y., Yasunaga, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.976841Z

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 ddc37edd-1c6d-4e20-8abc-22dcda947084 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.956089Z

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 9840ff72-8473-4290-ac2e-c3618b492c44 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:02.931616Z

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 31b525d4-06b2-421a-a173-14dfe0ede966 · outbound

This paper cites an unresolved cited work.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.636567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2975f3af-ea04-4d30-bf30-7e8209a80dae · outbound

This paper cites https://github.com/Cinnamon/kotaemon.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs https://github.com/Cinnamon/kotaemon

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:02.904772Z

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 1a89a71b-d3bb-4e97-8dcf-1e4ea64c2ed3 · outbound

This paper cites AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.648963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.