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Paper Citation Record · LEDGER

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models

As of 18 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 2026-08-17T06:30:58.91139+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Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Unresolved cited work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Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models Ayers, Adam Poliak, Mark Dredze, Eric C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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.053925Z digest=sha256:f4cca0ec73750db0dbb3be08f952f7ba782d1da9a48acdb694a277a3b93231f2

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.177537Z digest=sha256:6c2ba92465d8a2297bf5c75d6b040dcdff1ba1b6e05996db1fdc320f1893c756

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.250588Z digest=sha256:dec91fe75ba6f816df069df40a5988af92484cc7c1c698d2bae9fbbe856a8565

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.420701Z digest=sha256:5a30ca21f09fc08bb09d20d4785405da563703106225c25d941f6cae2329f39c

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.472958Z digest=sha256:b655fd54e0186b3f6ebd2813790dc025c9499c16b7fc70a06c68226b31a4ba2d

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.556381Z digest=sha256:668e1847e8cd7356f54803f3c10ab084e80fed7fe1e4a99dd5cb0395e4275988

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.630695Z digest=sha256:8eba1f95afd92ad67bef809d633cbfa828af7a6bbbdf056ce8eafccf375d2da3

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.682079Z digest=sha256:cb106a99ddcb5e1f09654602a441646715d7fc5617b472af56d1543b2489887e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.804687Z digest=sha256:1d0c4ce9fb6c946008b1498d2272b6c4e4fb3ef6ebd0f92aa8e401093f7bea77

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.890222Z digest=sha256:e0c3a95ed31cdba5666c95ec450a54c7b58407f958829be91333107101604161

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:17.942998Z digest=sha256:db7709b7fbe94a3127e09c7863903d6e796fc57d8628697bf8a85a91c2bb9339

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.082919Z digest=sha256:9b059f09434b55d82b5d681e0157f3d5e5d34163620bd64cc4eb5c86bb4e385a

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.175311Z digest=sha256:20382774b576397b80c5a7e51d6c4df7cebb3ad77f9813909a9c2193bc946303

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.244127Z digest=sha256:348d0ef978ec014e7b3e256411193b88528e38160847dccbfdcf48430cb8cfca

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.297473Z digest=sha256:5c6b2833ed1fb9c788a845b7f72c1b54c8836a15e7c4336c364e8d9f81971c98

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.362310Z digest=sha256:ebaae71a8a7faf7b74151f27473b4c58c9840d83792fadc2ee835d9ec813ba7e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.424559Z digest=sha256:6cd62f2cd25ef3c7bd84b445fae7f1a2518f986ac4a966d59864f4a385beb40b

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.505467Z digest=sha256:c6316f4f01cb56db87a5465fd7a200a9c9de4962e7a30ccaecdaa1b8d4ef2020

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.569183Z digest=sha256:d150e3f08133474cba84b04edb9167fad8c717b6a6aa65308f017604b8813e5e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.628014Z digest=sha256:a20a77437af294dfa63dbd3006719148e9f4f24ffa1a8de29448f6cc72bcf883

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.708149Z digest=sha256:4090f72e17c9e7cd56eeedaf8d13588848edf906324b68641378a8d87d4b3532

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:18.982803Z digest=sha256:11ca87db52e9b04bc2dd740d80d49645a1b8074d8e69cf0b615958729817942d

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.042252Z digest=sha256:9d085d0904ea25687b9df706d236c9a4183af00a10cfc99cd5aa82d648d015ed

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.125269Z digest=sha256:dbc6b2a9732df4e58cadb1a21af74229a2bf8c451c110f591f02d02f7167639a

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.273376Z digest=sha256:f71d51a7626dbf216c77c32da6203f72b43bffecda1c0850bb3e9dddb24830dc

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.337941Z digest=sha256:61f973599faa1a81e948602fba63a6aa58cd837f21828567e9252e0583ed19cc

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.394126Z digest=sha256:280e897140fd460ecdd142a282d417b96b5c80fbca725f115ad0a84d41157b34

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:d4adfa0952b20d977daa93127a4098da9b72160b0e179959ee30ac0dc3288bf9

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.520458Z digest=sha256:65ed6dfbb87221648ecccdc4f69425854cc784e195a6958b9423f0b06dff3a4b

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.602585Z digest=sha256:908f1a1652614d888a78aa713db850c8076ceadcd54bde05381af21ff9df5420

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.684350Z digest=sha256:9bfb24677408ddf72af8df15fb222ef9d449c9f0523be340b4ff9c6509dfda15

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.914352Z digest=sha256:642825e1ba250e5839fdbf680bed1ae3cc26d76b919801bb14bf41748578db0e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:19.961877Z digest=sha256:4b26489e3654dffef441735cd0625660a629749da1630667514a7560ce70aa0b

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.004794Z digest=sha256:d16b5d0b5e1b3df2402f6998105fe0a8d933f8861140a5de29c88602f219410d

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.045042Z digest=sha256:961454eb4eb46137c78dd285b8b5e9401be3a5da4da912901359fe2d4dca4884

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.126848Z digest=sha256:eca51dd608ef2bde628586eb32e7f0ddf385f827ea8d346867772601a2cb85c7

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.302923Z digest=sha256:82f4eb030563aa2a7a413dd62580817f7a4ddcb400f31f8343bd501d7ee1e30f

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.372224Z digest=sha256:9e1564e2024677c6ae76c35ef5a3efebdc0251ef8817a044a1bf528a7cf5a8e5

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.427560Z digest=sha256:e9e1e47e96ee213a1dcd69f2424c99351647f680b9fa495aa5dabf41ac4ea57e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.508503Z digest=sha256:cc26aa6e5be9424419b57a42a44af8856612565d5fe01211af017f07d6137c48

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=sha256:3ffe30dd95db357bf93b5bf7ffe209c71946deac1ae6c02be418003c6a7ae8c0

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.678324Z digest=sha256:5bd3a884888dea0ec4626992b1e47f782413d0eda0529ce997ed050035856f65

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.820378Z digest=sha256:44bdad75fb0412cf2abe27b59a584f7427d2f633e1bc5b0602e968231ecac88f

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.932448Z digest=sha256:f86e5204bac9098e3531a01d2f5f6dc9b8c6f307644f4045438a517f93b04397

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:20.979936Z digest=sha256:a69a688373ee07081589552da42e475c0d8cdb553df700a7310f0167517ce66e

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-05T10:16:21.136716Z digest=sha256:66e1296ed04a33e66858e0549d5822fc3e7d690cf78d071dbcbe1d21b2a5fdec

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.