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Paper Citation Record · LEDGER

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models

As of 8 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2509.04304.

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

pith.paper-citation-record.v1
2509.04304 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:16:21.143105Z

measured 64 of 64 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

64 of 64 outbound references displayed

  • verified exact5
  • verified fuzzy3
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9024f974-3538-49ea-91f9-a529e9a5df66 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:17.007510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:17.007510Z digest=sha256:79c9e38d7e411c201f6cba38b5e56058ac425a823eb459eec4b4dfa233b646b6

Observation b9de8f16-ff00-4fb1-8eec-1eecc4693ef7 · outbound

This paper cites Ayers, Adam Poliak, Mark Dredze, Eric C.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Ayers, Adam Poliak, Mark Dredze, Eric C

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:16:28.125446Z

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=arxiv_source observed=2026-08-05T10:16:17.053925Z digest=sha256:9fb70f08898953c35605f5631a3e06dd493bc453bc2064651571de99b4c87f25

Observation ce95f355-4b06-4752-9e47-5d63d72d99d2 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-05T10:16:21.293372Z

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=arxiv_source observed=2026-08-05T10:16:17.177537Z digest=sha256:52310c8778f8773a3f70cc0c69e9d5d0dd3b6c0c64fef7d2a636e65fac37dcc5

Observation f11b53bb-3125-4f67-92c7-77599be9f6c6 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.907137Z

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=arxiv_source observed=2026-08-05T10:16:17.250588Z digest=sha256:b9d416483badf71fb5d3b938e7e6eaa2b9a55e05fcb8d05e92c40968d62522db

Observation 8d8f3145-24bb-42b1-a498-1774cefa4e5c · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:17.323813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:17.323813Z digest=sha256:7268fd4b84d8cb292997fa69e9b3c9a769cc39a0df45d99aad097bfe8ab88fe1

Observation c25ddd51-fa86-4d98-89af-fc0156c55ffc · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.752414Z

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=arxiv_source observed=2026-08-05T10:16:17.420701Z digest=sha256:f70f764a8f100b42f4627d63d6efe0ee87796a7d4a339e7f65938c275165d5fd

Observation 8da155bf-760c-4b8b-bf54-d68a23308c9b · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.589537Z

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=arxiv_source observed=2026-08-05T10:16:17.472958Z digest=sha256:9961950a1098081ae2241b04da3f4120bb18274e80de664ddbc0ad844aee9c42

Observation 59f753c8-2475-4353-a718-21041bb3f052 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.419635Z

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=arxiv_source observed=2026-08-05T10:16:17.556381Z digest=sha256:e9d14053e61c5791ecab2a0e8fd8ab5766a47a9c0566358cd00b9ce96d9f8598

Observation 117685c8-7852-40e7-89e0-f538607d061b · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.258299Z

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=arxiv_source observed=2026-08-05T10:16:17.630695Z digest=sha256:d78748b81890def9b53f847cd612a4ba4d1579135e864963f5afacae28bebff0

Observation bd3b8caf-83ed-4012-9028-9998ae424c0f · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:27.039755Z

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=arxiv_source observed=2026-08-05T10:16:17.682079Z digest=sha256:971f0dc568d5814b8e3fc9bf7e58075f58461ed0a7e2bde54c7abd7dc5d6cb72

Observation c3aa3bc0-991b-40b3-a976-4d4eb834290b · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:17.745169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:17.745169Z digest=sha256:f20439f74f67862c22b41c227dcc7b12115f81932005e19d071ab3973b94c48f

Observation 0794dcbc-59a8-4bca-bf20-c99c8ec8f219 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-05T10:16:21.274082Z

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=arxiv_source observed=2026-08-05T10:16:17.804687Z digest=sha256:65e0f44b3275f6f50ca583a4c134952e7fa223a3a3955a8402e1b600a5b33a68

Observation db311e8a-cc2a-406d-bd7f-f240f994a821 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:26.846729Z

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=arxiv_source observed=2026-08-05T10:16:17.890222Z digest=sha256:fb14fe92534c302dfe8401481524ccf5aa7d3c7a96206c42a1ecb85edb120677

Observation fac4959a-2f4b-45ed-916f-b989f5139390 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:26.617856Z

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=arxiv_source observed=2026-08-05T10:16:17.942998Z digest=sha256:4e2f1f4026e83879bbf1a4aa0eb86195d049009b8bfcc1974f7445c4150c9c08

Observation 2cc05297-2c36-440e-890d-606d546f4ff0 · outbound

This paper cites e , James Thorne, Gisela Vallejo, Andreas Vlachos, and Iryna Gurevych.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models e , James Thorne, Gisela Vallejo, Andreas Vlachos, and Iryna Gurevych

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:18.018394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:18.018394Z digest=sha256:a40fdb721fce190fee6309a942555dfe6b91e69e48da46dc4a8c8c8331253a0c

Observation 9bc741e3-f99d-446f-bb63-50aea6473b23 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:26.421706Z

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=arxiv_source observed=2026-08-05T10:16:18.082919Z digest=sha256:18728652641b34b01a8b3a714634c409bc438cb786e5aaf1204e27abd7eca662

Observation 80dde524-5b7b-440e-877c-0914dd9e05b3 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:26.170314Z

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=arxiv_source observed=2026-08-05T10:16:18.175311Z digest=sha256:81fb9c069e7fbaa436acb100e5e44763a04cb0869e84a8f47b2b9ac8fd36d0b4

Observation 499336fc-323f-4062-9a9c-3fc5b046ef90 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:25.924167Z

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=arxiv_source observed=2026-08-05T10:16:18.244127Z digest=sha256:823b562355243db571a59d9f83af9eefde2adff8ecec419dda6a1ef65337cdb5

Observation 0e3f5c69-a457-43ea-8523-e1d6f3a341ed · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:25.721210Z

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=arxiv_source observed=2026-08-05T10:16:18.297473Z digest=sha256:8741dc8892705df3ca52d41dd34aefe9af3d2d4be0f0de31a5ae76ba943898ac

Observation 8ef73923-c74b-47ca-8d73-b84125815768 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:25.499614Z

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=arxiv_source observed=2026-08-05T10:16:18.362310Z digest=sha256:30d174efb9cac0cf1b52d13a223974095902d8bbd72c3c74e1f74fec9e09cc18

Observation a7612d0b-540b-49bc-89ce-e31b8a75575c · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:25.284987Z

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=arxiv_source observed=2026-08-05T10:16:18.424559Z digest=sha256:4f7ffd93f29225c3000aa6b1950c722008cf06def529d494269da18c1e41645e

Observation 986236ec-4e19-4550-acc9-d905fb369b0a · outbound

This paper cites Smith, Yejin Choi, and Kentaro Inui.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Smith, Yejin Choi, and Kentaro Inui

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:16:24.993890Z

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=arxiv_source observed=2026-08-05T10:16:18.505467Z digest=sha256:ceabb24ee37514a59e39e3db31dbd380c993d21b97601ac7d514c8eb4d31bee3

Observation 98057b7f-0c82-4bc6-a700-10ed8f06446e · outbound

This paper cites Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, and Santu Rana.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, and Santu Rana

Reference 23

Resolution
verified exact
doi, observed 2026-08-05T10:16:21.255185Z

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=arxiv_source observed=2026-08-05T10:16:18.569183Z digest=sha256:95f5780466562a974330c743470c0ce37572a9bbee9e5d698a33f7cdbb9c8f98

Observation fa8bdcfe-e49f-4a34-9c81-28d8459575c6 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:24.803589Z

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=arxiv_source observed=2026-08-05T10:16:18.628014Z digest=sha256:17c2fcff7fb4c8e7aa6db80db2c80a98534bc3559f4ef57b7bb1621f1be0f6f3

Observation 4faae094-7e6d-4c73-aa3c-e9247997d761 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:24.662419Z

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=arxiv_source observed=2026-08-05T10:16:18.708149Z digest=sha256:57ffd32d08e39435a89ce9833ca0944f468086d6f5d9cb75676698e5356dfa5e

Observation d953e5ff-b385-48b7-9412-1e651183ac73 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:18.774665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:18.774665Z digest=sha256:ca736539de141c57fd0801aedaf8643691db913a8c8b8352eadcbaaa2f60641f

Observation 5d2e1299-1a2e-4ab6-821a-2a40298ead5f · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:18.849901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:18.849901Z digest=sha256:29038429fe302d996fcae90fbb4e21e26627ffc69e644b635b5ccd1cd5da638b

Observation 4339afe8-5187-45ac-aede-ff4b970f8225 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:18.916946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:18.916946Z digest=sha256:469462bb01ae940be1e216a654f3441d7257d0cf4b919cb629b0e105e89821f1

Observation 07adb9a0-7816-4eb5-9a4b-5d8af804250d · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:24.477105Z

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=arxiv_source observed=2026-08-05T10:16:18.982803Z digest=sha256:c49fca0dfc203d90670381e4b7a211880f93d20e94fe7aa55c5d2771c7cea69c

Observation e19da06c-f23d-49e3-a960-7d65c164de24 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:24.335932Z

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=arxiv_source observed=2026-08-05T10:16:19.042252Z digest=sha256:6b8832467688904a972a69fff977ae1955c0150b6b36594f4bcfcbf5c30e30d2

Observation 552f983d-b470-4c7a-857a-a50cf0650574 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:24.112493Z

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=arxiv_source observed=2026-08-05T10:16:19.125269Z digest=sha256:c20d02153da3b7f717e7065ab772249809ce518665300706b596649a92a35336

Observation 5d749d50-833b-43f2-870d-0d12897e474c · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:19.210340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:19.210340Z digest=sha256:c98a55aa0b15d4770e882c741dc98b29b3949d35a3927b63bfa1365b76c95b8e

Observation 6e6a39e6-df47-47be-938e-1a4d058bd9e5 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.957738Z

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=arxiv_source observed=2026-08-05T10:16:19.273376Z digest=sha256:e602d1b1cad2f78b72c57387642463c9fe643cd96506829316dd9d6760fd74aa

Observation 28357af9-7930-450c-8e55-f74626a0668a · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.805350Z

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=arxiv_source observed=2026-08-05T10:16:19.337941Z digest=sha256:831dcfaf307238c4c18ff6ab9669ed56e5b6acba3009b401c4c5433b2ed3d28b

Observation 6324a95f-bd72-4765-ab43-91c386bb8015 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.601096Z

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=arxiv_source observed=2026-08-05T10:16:19.394126Z digest=sha256:ec5e4c746b6227ba75ccbe50079ebc04a2d8f99aba7c590cff072b04c2650eae

Observation 80625325-89e8-42d4-9341-a5a3b0e57c6b · outbound

This paper cites 2 OLMo 2 Furious.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models 2 OLMo 2 Furious

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:19.469383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:19.469383Z digest=sha256:31a8c6dc1dea44c7c91304940e2d44454146f4bf788494ed633bb976bc7db08f

Observation e6b74e14-c223-4f1d-a2f2-35e9ffef9e70 · outbound

This paper cites Butte, Nigam H.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Butte, Nigam H

Reference 37

Resolution
verified exact
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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=arxiv_source observed=2026-08-05T10:16:19.520458Z digest=sha256:199f4e9fe573547b4587799f876ce1a1d8ff24e734bcb6558682567ee680bac8

Observation c3d69538-00fa-4deb-860c-8c857e259cbc · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.451897Z

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=arxiv_source observed=2026-08-05T10:16:19.602585Z digest=sha256:f46f30e2b8ab7ef68aeac4834402b7cb4a5b09ac237ba57edb200f3f13a5a4f6

Observation 6a0f4e7e-d959-48fb-b3af-a12ec1371c83 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.319101Z

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=arxiv_source observed=2026-08-05T10:16:19.684350Z digest=sha256:747a0478c280d28c880263ab2a411e6ea3ab1ccdde47a31b266a6531a01c564a

Observation 48c40f67-fe57-41ea-a2b1-f0aeeefb5807 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:19.737227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:19.737227Z digest=sha256:4931cfe0f30f8689baa1eca8396f04c8df1e7a769c4155dde1bec92f769b255c

Observation 1bd4de5a-4318-44bd-9028-b82d7e09825f · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:19.792262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:19.792262Z digest=sha256:425c40759156c5576548c009c014f55e9adf9ca479a2fbe5628c750ae714f476

Observation 6e812562-3727-43b7-8c4e-08557e24b3c8 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:19.866277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:19.866277Z digest=sha256:b6702d80fee4f224c13b7b319251b151221fd424f4c247cbcf78a20f2da247a5

Observation c96b0168-6e83-4ece-8703-20be5bf3049c · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:23.100654Z

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=arxiv_source observed=2026-08-05T10:16:19.914352Z digest=sha256:cd658d3af596bfc8fe3e89ddfe2bb3c5cc7449460923b17eae50d390d6794898

Observation c2fd31c8-76a0-49da-a28f-b0284afd1ebb · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 44

Resolution
verified exact
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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=arxiv_source observed=2026-08-05T10:16:19.961877Z digest=sha256:7766a3984286d64317f50094a63cd6f244eba231b0cd3f79a17b1b8f475828d9

Observation 7db5512d-322f-4947-a7d3-962ac8758449 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:22.985927Z

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=arxiv_source observed=2026-08-05T10:16:20.004794Z digest=sha256:01fc79d5bd227b0ba7434f0a01db7e037d09556125299a141176f5b46f8adf33

Observation 5badb1c3-893a-4a17-a67f-cb167a8aa3f8 · outbound

This paper cites Markosyan, Luke Zettlemoyer, and Armen Aghajanyan.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Markosyan, Luke Zettlemoyer, and Armen Aghajanyan

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:16:22.786444Z

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=arxiv_source observed=2026-08-05T10:16:20.045042Z digest=sha256:e3baafd77c4b80fe3ae23410171d149a4a129ff3341df5b95610db79f0f615af

Observation 5e765918-adb3-436b-9172-72c44d1d7146 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:22.581118Z

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=arxiv_source observed=2026-08-05T10:16:20.126848Z digest=sha256:d5d563ccc7ad5264f71cc213ac2cdec42957fc86405c504e70b5f01b4ab19d9c

Observation 8bbc12de-5723-4ae8-bc97-4c4e50e7a4b3 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:20.165587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:20.165587Z digest=sha256:17f9f1b0d84590eccf350e1c7f1b575424ca35239bf5f2c0a4c61585991ad6d0

Observation dddef79f-4ecc-4eb2-b1d1-816b2f0ba212 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:20.223561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:20.223561Z digest=sha256:ee7e10d8246d5281bdea893dc561bd2a6fff7be27cf97c69cb1b65afecc82223

Observation b216657b-b07e-4d0d-9df6-75b72ce36e61 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:22.390718Z

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=arxiv_source observed=2026-08-05T10:16:20.302923Z digest=sha256:c84fdae507c34607d42ce629b4a76995cb014d815bec72e2e88d76082713ccdf

Observation 52868bc9-1249-4ad5-842b-54a2389a102d · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:22.232137Z

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=arxiv_source observed=2026-08-05T10:16:20.372224Z digest=sha256:4abaa0c918d422c42d19b13ee49d7bfc7e4f8d9df13084195ab2f389d49ceb31

Observation cc4c913b-6835-4dea-bbc6-5995d82c7aa1 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:22.084329Z

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=arxiv_source observed=2026-08-05T10:16:20.427560Z digest=sha256:f4fff55347957bdddaf59540fe7b7a40e8fb6e1bb26ae4eb56ddd18f2a9960c1

Observation 296e5119-7393-4ec4-bc13-4a4dd98855c2 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.922925Z

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=arxiv_source observed=2026-08-05T10:16:20.508503Z digest=sha256:d2760d50abbe272959f485aca44728a484f3428c817e0623ccead2b67a31ff85

Observation d90f5b23-e2ef-4ff0-8c00-e67f92a7fa63 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:20.541049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:20.541049Z digest=sha256:ddfca756818ffb06cfdfedee9723f9ab3e36e797a36c78b3f3c94d152400ccb6

Observation a1935c18-5872-4744-be0b-5153dfe2a0be · outbound

This paper cites PMC-LLaMA: Towards Building Open-source Language Models for Medicine.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models PMC-LLaMA: Towards Building Open-source Language Models for Medicine

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:20.626500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:20.626500Z digest=sha256:c40225b8b6866a3c62a4e8e014b4ee136c7e6739123b36dfed14194838980968

Observation 38acd269-5962-4beb-8b39-7b01ac42e160 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.716835Z

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=arxiv_source observed=2026-08-05T10:16:20.678324Z digest=sha256:634506f3ee8c2385ea49d73aba0b14cee9d722382b46fcbe4a130abc3a38d0b2

Observation a6204067-4633-47e7-92b0-18e6829d0ef8 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:20.737408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:20.737408Z digest=sha256:a44ee0758ad5123c4b2998d8936139c6a376f8048ea13a769272f403fea67ff6

Observation 165482bf-74fd-416e-87cf-274f525f55c4 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.533694Z

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=arxiv_source observed=2026-08-05T10:16:20.820378Z digest=sha256:288be72faf456f4df2bebe9f463227ba242f2cd3a606cf7b75cf1cff30ae038b

Observation 51cb98a3-053c-49e1-b007-9daca1d0b8aa · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.383383Z

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=arxiv_source observed=2026-08-05T10:16:20.932448Z digest=sha256:72508449b8c2a39322dbf962bb6e1c46fb6513cb272244a780208f652cf78798

Observation 878b0c6b-692f-4c24-880c-5db3984a410d · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.358759Z

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=arxiv_source observed=2026-08-05T10:16:20.979936Z digest=sha256:3a7e44e4e1f4e00312abbee9477ed01a2f228356b986c1f14c78355c607d3756

Observation 4f7c7bf0-f5af-4e29-8c5f-5f318898c95a · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:21.080457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:21.080457Z digest=sha256:b30b8a1bf503e7b640d73f3239aea7382f97d4e20f8496e07338b7f76a343c2a

Observation 8ea3764e-b2ef-4567-8e34-6c71b2b87435 · outbound

This paper cites an unresolved cited work.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:16:21.347475Z

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=arxiv_source observed=2026-08-05T10:16:21.136716Z digest=sha256:16008bbb769bd9603c1a067f529ea5405e398b5452c4258eba94983204fb5f8b

Observation 79b70a26-ea03-450b-96c4-b5dc8b965f14 · outbound

This paper cites online" 'onlinestring :=.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models online" 'onlinestring :=

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:21.139821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:21.139821Z digest=sha256:498765d5845c9fa6331652fc35c2bea124b609f78b768f0a4a14030717b814c9

Observation 888dbfca-c7e9-4f5e-be25-eae948c1b908 · outbound

This paper cites write newline.

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models write newline

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T10:16:21.143105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T10:16:21.143105Z digest=sha256:807b7d5f143ec49f4b29974af2f8b6f04e4f09036137b0d8afd41d65d2ccd2ab

Pith citing papers

No inbound Pith citation observations are available.