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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Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models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 2026-08-07T06:34:17.273281+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Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work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Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Ayers, Adam Poliak, Mark Dredze, Eric C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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.053925Z digest=sha256:1654f908097f4c2cfa4415111a7e806198a70efc5cc2b5b21eb50de87548a552

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.177537Z digest=sha256:f54237d71a0c4aaf200439c0375b75459458a0846f86528a31635d87133194ed

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.250588Z digest=sha256:ec8bc1e400878287b186660b18d8313675bf416f00c826bf0efab665679de912

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.420701Z digest=sha256:e9a6aff9ca127ad0ea82e81c0b3cf209289480a24afeb5accd23ddd56c5c8d54

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.472958Z digest=sha256:429919121113e4f2d7862f9ed461ca55e468333c4b6349ca6e302095f18518fa

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.556381Z digest=sha256:218a90a0cc2e375f570e3813482fcd1a906462dbd7f3df7b1f450cfd8fd40a65

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.630695Z digest=sha256:726347f9a3794af9f31cdc4c0873c94449b9be08f2ca7e8a5d70f707f25989b0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.682079Z digest=sha256:18f1a45c6a1832cc27eb5d81fcf29f60e1fcd7a5e5b8afc4a5b4cbf2a63f33e1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.804687Z digest=sha256:6adb1f0d5f00eab11388ad814245b56b05f695f3a1252e135789d4aa34b18e39

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.890222Z digest=sha256:30ac8e008cc478cbf0b23531e91114421a925a736e3a57978a25ed92ccaf875b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.942998Z digest=sha256:c20860185f386fb66a5fa0487d64cccb2d36313874f4adcad81b41ef12d399f7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.082919Z digest=sha256:c762453f6dbcdbdf03ed8dea5838f995673b72a350868824a62f70a86f3ebf2b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.175311Z digest=sha256:19b0d02005da1a8de3a314efb537843a047baf3e738001b7052fdba305769e8d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.244127Z digest=sha256:8c1166a944e7b6bda47f98c0846afbff3465c3eae4a87fb20888cfe52e9564df

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.297473Z digest=sha256:23b20b01b29619de72efee077c5ef1982add51e2a9aacfa4cc52db81f8edcf39

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.362310Z digest=sha256:84eb6971ed68b4ac7040a865af27c8f6977f82a6a022c261ab49b010a2e72d77

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.424559Z digest=sha256:6a1783df7759408de0e0679383b6585eaa0120166ce28ee42a1fcf42914d7741

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.505467Z digest=sha256:99075e936982bde62e8c5bdfce9c9d932eb29b448ea36e9593ea133e786e9750

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.569183Z digest=sha256:b240ed0a0621298cd8b9d5f26f7d6b3ee970564f7d623580c8f1e9860ea590fd

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.628014Z digest=sha256:7a496dda72c0f776159bacc1bc436ac3c8f93cb996e7aedfb1cc5ae71e545b10

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.708149Z digest=sha256:c855c3d807744285590acee1f51e14dbf588a0af5fe76f245a6aab7f127cf537

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.982803Z digest=sha256:b486f29af1d7fef189d41c327342bb172354598cf77b9f67589f548c30ffc86c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.042252Z digest=sha256:30315ee7fa975e5ba0f718d4628aa6b1f0631486c9bc1983a07d2a9e62f6c80c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.125269Z digest=sha256:6bbc5e32c459f379f69b00551e17034f7de37f18239d2be995ba50324fb7dbe5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.273376Z digest=sha256:86512fab01e9f1b6385763460bc04e459528168327308ff8592fc41879a173be

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.337941Z digest=sha256:4bfb7a0d5fbb70308250b240e0b4cb9ee78bb803ee967715bfe63f8b3d79ef84

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 2026-08-07T06:34:17.273281+00:00.

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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:ffe7659dca6624d8f599bc798011bf66dd0d5dba671413b0ebc6a681b9f32618

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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.602585Z digest=sha256:7436dbb998dc1f446a8f592e9bd53d8a19ee8f0bedfea547aaa45ae569369be5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.684350Z digest=sha256:06affc18c008adaefb04e66da8e80ef3b9388c09b1945f208d16c7a63450f08f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.914352Z digest=sha256:7300da582fc541a8158b09a7e7387abfaaf491dc3e60dc0da2eee7174fadb2a0

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
doi, observed 2026-08-05T10:16:21.208981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.961877Z digest=sha256:b4365182484a756f95770529e65b30ed46d5913eb1a78726159400949c499d92

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.004794Z digest=sha256:edd7d186901d897e3c9d66c8f324527700d09a3977e13256bdcea96ef96bdc87

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.045042Z digest=sha256:6c81e398b5927d71873b5b96f730a8c263ace728f633a36bfa7b0826ea837c91

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.126848Z digest=sha256:0f8cdb9d0f23678f50bbeef6302aaf7781365187aeaf674e38f7ca145642aa3e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.302923Z digest=sha256:65e7040304ac3503c1d58ab9ec8f4d1cc5f326f0c3d4ac6a28117f2e46740a9a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.372224Z digest=sha256:eca7fd111316bdef2afe2e2b47990dc0f40e9f312d9469c117a213c9047da94e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.427560Z digest=sha256:f73af916ab9fbc3590606d485c506c3db454c5dc3c7891bd8e28914b6cc5ab2c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.508503Z digest=sha256:cacfca462ab5234aa98cf067706f9bfa90aa7620090ff08a83bce807ed598194

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.678324Z digest=sha256:5324ac529e0514e14536f322ce601cfa52dea428a08bb6bc9b15bab636c27567

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.820378Z digest=sha256:be28bbff7228caa16a9e61e058779ce352ff497fc2f37ac96bce79a393c7153b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.932448Z digest=sha256:11a0270a7a3f8776099beee9f82709fbf0bb45766b0edfbd807f143699a3121f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.979936Z digest=sha256:dbe69c942b3c2dca49f1a9ce0414f817fd1465ad30dca9dbce7500a475dab018

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T10:16:21.136716Z digest=sha256:4160446724bb4b79e334b36b17f4f1497ef02a1cc085da3d991954e3b8cc7b77

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.