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Paper Citation Record · LEDGER

Whither symbols in the era of advanced neural networks?

As of 24 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 4 inbound Pith citation observations for arXiv:2508.05776.

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

pith.paper-citation-record.v1
2508.05776 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:20:38.841829Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T18:33:24.819008Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T18:35:00.207554Z

Reference resolution

73 of 73 outbound references displayed

  • verified exact0
  • verified fuzzy28
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0af7c2ed-9467-45fd-b0b9-6b806f87d1fd · outbound

This paper cites & Xie, X.-C.

Whither symbols in the era of advanced neural networks? & Xie, X.-C

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.427181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ce1ff63b-8d26-4701-be39-d4081669f6f3 · outbound

This paper cites T., Lebedev, D., Song, T.

Whither symbols in the era of advanced neural networks? T., Lebedev, D., Song, T

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T23:20:31.317100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:20:31.317100Z digest=sha256:cf18ffcbe82aff7b885525d15278a3d8fc060ed3b6970e9951b563154ddab166

Observation 9e62fd41-5a92-486d-817d-760cd7f531f3 · outbound

This paper cites Equation 5 then simplifies to: f (q) − f0(q) = τq T ℏωq kBT eℏωq/(kBT ) (eℏωq/(kBT ) − 1)2 νq · ∇T, (6) While magnon dispersion in YIG is complex (see Fig.

Whither symbols in the era of advanced neural networks? Equation 5 then simplifies to: f (q) − f0(q) = τq T ℏωq kBT eℏωq/(kBT ) (eℏωq/(kBT ) − 1)2 νq · ∇T, (6) While magnon dispersion in YIG is complex (see Fig

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.435281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:31.174423Z digest=sha256:b44ac52b33f5129528cacde33eed35110bbe73dec95e3457a745d7563b289376

Observation 11ba7523-6390-4d3c-a4c9-752fa71a92d7 · outbound

This paper cites & Chen, G.

Whither symbols in the era of advanced neural networks? & Chen, G

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.414736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:31.442670Z digest=sha256:1e344579ae9942ad84672da3ae816281bb09fca25928adba8b45d9d38d4530cc

Observation fb1cb92a-e0ed-48fc-acb9-668ef06cbeed · outbound

This paper cites & Diebold, U.

Whither symbols in the era of advanced neural networks? & Diebold, U

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.406773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:31.561117Z digest=sha256:3f3370058f6a6bd767eb652bc1f04c544bf487092d74d0c01c550cb713e33a73

Observation 477aec0c-7804-4c54-b2ee-6595dd77ff9e · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.398906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:31.788762Z digest=sha256:35b3ed3aa09779163423d97a5f826fb876c9f5a640a6b9e9d8b5a8f9b9a4bb13

Observation e9ed9e7e-3e6a-46dd-915d-e5269e599d81 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.390754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:31.924996Z digest=sha256:9809e1f2ba6588b39198eccaa21fc6f69f686eb3aa62a3abbc26d0620140158b

Observation 5c5839cf-6d97-4082-b683-dea3cba94a62 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T23:20:32.095476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:20:32.095476Z digest=sha256:1846ea85b88d54ab6492c0978ef112d65633300ffe28feafb6a19ecefe51b5d7

Observation ba1235fb-30c1-44d0-b96a-10ecce554ad5 · outbound

This paper cites E., Saitoh, E.

Whither symbols in the era of advanced neural networks? E., Saitoh, E

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.378456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.261602Z digest=sha256:1c3010e78892dae276450e9c1a492cc081b24fe5483e7b804143ad31e6da04cc

Observation 1707b870-54aa-400f-b17e-d6f3fe10c998 · outbound

This paper cites Overlooked contribution to the Hall effect in ferromagnetic metals.

Whither symbols in the era of advanced neural networks? Overlooked contribution to the Hall effect in ferromagnetic metals

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.370874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.375916Z digest=sha256:2bf8e8c6ba4dcbadc8d88dd3c06ffc5e5d5342bf556ac24784ec98382bc04d04

Observation 719e2bb7-8333-4692-8f17-59b1da5b03fd · outbound

This paper cites & Tatara, G.

Whither symbols in the era of advanced neural networks? & Tatara, G

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.362623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.527235Z digest=sha256:c63d47bd93d9761b786d4b6b86e1efd5ad848908cab48fbc58c0bc125235e600

Observation 91403fe4-7517-41b1-a10c-cd84db3ea47e · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.355469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.693312Z digest=sha256:9be730e21770728a5b9953c868aceb28eca68d8b0c388b01ea55cb13151db2c8

Observation c99b0aa0-e05c-40a9-ba02-0ac6d9274c1d · outbound

This paper cites I., Serga, A.

Whither symbols in the era of advanced neural networks? I., Serga, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.347992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.809723Z digest=sha256:fa3a6771f2ee66ab97f3c62080f686124c832ee07e19778a6aa5b25ee3e39617

Observation 4b747b20-14b0-46c4-940a-4cb1c7400b09 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.341097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:32.932465Z digest=sha256:278dd62d7ecbf2ca0b6211bbeedeb34c35011ed86cb7a1e477e627863042c672

Observation c65e4f67-6a17-47a6-8be0-98254cc87ed2 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.334269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.040083Z digest=sha256:de8e608a40017d766b6f803783e82722bac7545fab9d1bf91adec9b15e804443

Observation e7163e0f-1811-4483-8f86-87da8496dcac · outbound

This paper cites & Hillebrands, B.

Whither symbols in the era of advanced neural networks? & Hillebrands, B

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.327279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.129100Z digest=sha256:1b23c2271b89459b037d71d70400960d20ce9ee4e02cf5344781f100f9a9684c

Observation d180a7a9-f138-42b4-87e3-3cfd48bc7f35 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.320190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.220490Z digest=sha256:91439077e73ba50a2f7513f7b2573a2b3e830f709aeb9fa83e222030cf47f8d9

Observation 93f95409-3723-4498-9c33-315464810357 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.312633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.295219Z digest=sha256:115c6067daa231aa388e418e1a63f235a8ca75b0bcbfc3e3269e7d21093bf8eb

Observation 5d791124-9389-41bd-943b-1ca66f7ab5c3 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.305295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.373218Z digest=sha256:fbec7ffd747f7f59d85122e18fd092ea639a5234f74fbf877c0a69d59b7462fc

Observation 97c61d18-ca05-4f77-b8ff-c29e7f4f058b · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.298271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.476294Z digest=sha256:557077ffd320c5d94d8deb1c8cb2e0a4f68e26b8f9657e14f72fd9467da07a6c

Observation 371e936b-f739-4886-b676-ab67dcb25a11 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.290326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 38f775d7-5e62-408b-bb2c-ea5030a2400d · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.283241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 85fdd328-daee-47be-8aaa-b5a00ed26415 · outbound

This paper cites & Vardeny, Z.

Whither symbols in the era of advanced neural networks? & Vardeny, Z

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.275941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.746643Z digest=sha256:53d0b534470cea5acfaa6695cfec10a93b8acfc296e70a75c1b1fdfa5061b542

Observation 88d043e1-9f95-46d5-b633-5223192a0da5 · outbound

This paper cites V., Vasyuchka, V.

Whither symbols in the era of advanced neural networks? V., Vasyuchka, V

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.268844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.827827Z digest=sha256:754e38ba8e37bb854ab98ba1118502d00db24c19dee7133c313efdc8fdb44472

Observation 4f940863-4d4d-4ecd-b654-cfc9e5f05bec · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.261706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:33.950371Z digest=sha256:4bd3221722d160f6eb62f3432c63d55715e4945c89f09b3b9c812844625511ff

Observation f8ce3518-d490-4837-950a-697d23e71e74 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.254845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.073216Z digest=sha256:a80e7ec53e5aa977d8156676b7e8e884af2587cfc96c9d3cbce10f5311939c8d

Observation ae57aa2e-75a0-4727-9dd2-ca9de395f02a · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.247864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 99bab7de-649b-4c91-8961-4b0df5a6c699 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.240895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.276553Z digest=sha256:53ef6bd8dbf122f0edd771b48dea08edcad77ea5b4753bd9ae8fec58df33de3a

Observation 89bd5f95-17d9-4447-a593-1e98b2b5423c · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.233678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.379669Z digest=sha256:8ff94f8c82791290f93e7d33a623f419957320cf9d48ef8c58e142b8ef9f06ef

Observation fe8ed64c-e790-4dfb-81ec-18e035e42879 · outbound

This paper cites & Devereaux, T.

Whither symbols in the era of advanced neural networks? & Devereaux, T

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.226479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.473716Z digest=sha256:93149dcdd45ebcad6466a66a325484b516e026afa7f45938aa553df730a35840

Observation a6909ea7-50d0-4ca1-9a94-cb9d6b76ec56 · outbound

This paper cites et al.Magnetic contrast at spin-flip excitations: An advanced x-ray spectroscopy tool to study magnetic-ordering.

Whither symbols in the era of advanced neural networks? et al.Magnetic contrast at spin-flip excitations: An advanced x-ray spectroscopy tool to study magnetic-ordering

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.218948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.556573Z digest=sha256:3e19b42bedf9d90dbe47b617371cb42a416f97e673007dbad2f272b614b0ab4f

Observation ddc9ba3f-0fa8-467b-b304-11a240951466 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.210953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.619966Z digest=sha256:fac790f1d09c5856738334df6afd22bd656ecd8bb5631b68e1d9b9cb2825779b

Observation d8b1ffe3-e3c5-44b8-9442-6c153bc14403 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.203232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.705894Z digest=sha256:6e1907d169623f35de256d99ccdaa4d4a6c40fea0b8cd19f17df702a825568a2

Observation 2544a309-4a24-464f-928f-27a14d7faca4 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.194976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.797810Z digest=sha256:474b3d5699bd988a1329001a34f9b3e6e03b8ad65ab74c593a1811a1e6bc36c7

Observation bd2a8596-5b7a-4269-830d-a7f38f0fd941 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.186706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.891712Z digest=sha256:38d54debc215e3aed68f2adbe945763ea20b775bee7b95a02dd2d2ed4e859681

Observation 130b21a5-a997-4211-9a84-13db542ef410 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.178436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:34.975302Z digest=sha256:dd81ff42931b543715d7017768c66988d0883edba38486d055909f1a12994fab

Observation 0d0c5969-f583-4051-9efd-a05f539073a9 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.170549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.084740Z digest=sha256:fc3e6e472b55e9771433fcfb1fb401626d8b0f55aa9677d1eef1c23935302b7d

Observation dc750ab2-1168-4dce-97d5-c3da8fd6df38 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.162225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.194993Z digest=sha256:270a418f31beefdeff651509ef14c9f95e740901381272ad17371b9de7c800f2

Observation bf1b4225-1849-4f93-99cd-29115cc93733 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.154746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.268619Z digest=sha256:a795509c532458758423cf9bebaa89f4b97d3b7edd32c03ae046044f27c1471b

Observation d0c91f03-0e62-4540-b01b-85689cf1faf9 · outbound

This paper cites Antiferromagnetic order and spin dynamics in iron-based superconductors.

Whither symbols in the era of advanced neural networks? Antiferromagnetic order and spin dynamics in iron-based superconductors

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T23:20:35.367164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:20:35.367164Z digest=sha256:0ed69ac6615107ff0e5f8d5e0a8350da0230f8471abf4d64e8f0d35d42863183

Observation b7881f10-ed04-486c-af9f-53db972a1e5d · outbound

This paper cites & Saitoh, E.

Whither symbols in the era of advanced neural networks? & Saitoh, E

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.141796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.469194Z digest=sha256:2a60d104e7b07f411d477e086d026fd173953991316bf5a47a3eb2de0000ae94

Observation 35597e04-b7ca-4870-a2c0-e5e64c443346 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.134242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.586515Z digest=sha256:98383337b8ce266f30d1105271e20687a8714280e6956c39e949eca4e9f25bac

Observation d2e49f43-fd9e-4bdc-abe0-f3b35b310553 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.126913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.756438Z digest=sha256:400e14dcfa02e50a978e0f280f3fe56cbb564913fe812494ec0205464c7893ca

Observation 5a150ae6-0bf7-418d-8150-1468e690e53a · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.119981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:35.881012Z digest=sha256:20757f460f248c5bf08965a6796fe7f16e141b880c22fc05f18f9a8f73a73424

Observation a1c97757-01df-4bf0-a46e-e78a5571d43a · outbound

This paper cites J., Peters, K.

Whither symbols in the era of advanced neural networks? J., Peters, K

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.112920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.042583Z digest=sha256:581646189fb8b63d2cd1d3e3d8fdd2df66a65e92836ab04c8fc53984e793e7b1

Observation 07fc0648-3ea2-40be-afb5-bd82239377e6 · outbound

This paper cites M., Azevedo, A.

Whither symbols in the era of advanced neural networks? M., Azevedo, A

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.105583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.199992Z digest=sha256:bc132df088acf2b65426d92496ef0dcc087d1dc2fbff4e124439f5330052fac8

Observation 7a162303-33ce-46d6-9ffe-ffbc9b864734 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.098509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.367737Z digest=sha256:1b4be7e95225f0db1f8d7b70769621fde288943beec525ca49a2871aa6e882fd

Observation c0efaf83-d994-4740-8536-aa06ffa156b3 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.091063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.531206Z digest=sha256:914834b813fe3e80a0508c79869a908e2b01cff3f410977955c473b926ca7e91

Observation 6daeb710-bf3b-48d9-9181-d0ee4549f840 · outbound

This paper cites A., Serga, A.

Whither symbols in the era of advanced neural networks? A., Serga, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.083970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.723699Z digest=sha256:79c1b8e67e3012699b4e3e277dc913ae2b842da2d5ca77d915c5efcd2e86ef5e

Observation 042ecd23-5e9a-4f3f-a4d1-19c1264aae87 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.076803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:36.917095Z digest=sha256:8f861fb3ce9af1a0eac2eee1dd20b2b36c319551669ca18612b4a334b051e94f

Observation 9dd1ad0c-ad5b-4941-a7f6-65f95171e55d · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.069836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.050596Z digest=sha256:3e6544d304b33e1671ea3b08e5926aadc788947c391fdfc326d2e999898d10c3

Observation d5006f7f-4205-4b63-a23c-17233fc5eef2 · outbound

This paper cites & Bauer, G.

Whither symbols in the era of advanced neural networks? & Bauer, G

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.062840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.185857Z digest=sha256:6463b2717d262224a2eb70e21a53f1572a6a68a89f05b5b47aa451dd4e7401b7

Observation ccaee6e1-f65f-4122-b1ff-9fe3600686ed · outbound

This paper cites & Bauer, G.

Whither symbols in the era of advanced neural networks? & Bauer, G

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.055558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.274858Z digest=sha256:8cb7bd4bfdda22bb534652de38e1df8b28e13b653e7e20234f9ab888341ab638

Observation 95954725-109c-4669-8a5d-ead84d5f9eea · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.048635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.400039Z digest=sha256:9cfa6efb405cfcdce6f4dc923dc07e37649f473c407395b9cd02e3e8917232af

Observation 1226ac1d-dc65-41ac-bd07-b88890a79cb4 · outbound

This paper cites & Leonhardt, W.

Whither symbols in the era of advanced neural networks? & Leonhardt, W

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.041683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.527445Z digest=sha256:acae9614041b22cf5d152369f4e5e6e6d1039981ce2042e5e4d5c749d0f23e76

Observation b314b1cf-b9ae-4a95-9f41-0411bb38702d · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.034052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.690704Z digest=sha256:3909de07c0d750bdc8c09a744c3b62a21276cdbd6fcf58000d586f85a83c3bb8

Observation 4ad02a10-0da3-46dd-a561-e554c5f68c23 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.027198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.777058Z digest=sha256:f0663e98b7f74e5d7751971f05a8bbd717bf87da8ce2ee8d6b884d09aa751812

Observation 98daf922-c5e6-43d5-b2f1-c5aca59592a2 · outbound

This paper cites & Shamoto, S.-i.

Whither symbols in the era of advanced neural networks? & Shamoto, S.-i

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.019883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.850554Z digest=sha256:a83fdc1482fd958effa55acdec3ad29b8314dcc872d9d9b3578de06c2d34af9a

Observation ed6830e8-ac6d-4330-8dc6-6c3164b6d81d · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:39.012527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.893298Z digest=sha256:da167d614c625dbce652d496ba579ee0994f1c332f9eef46987645e2894c1f88

Observation f0dcb2f4-cf01-480e-8605-0378532f5dff · outbound

This paper cites M., V´ elez, S., Hueso, L.

Whither symbols in the era of advanced neural networks? M., V´ elez, S., Hueso, L

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:39.005283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:37.936707Z digest=sha256:e9f1ac7bfd411abc04a699f82ea36b4a383b153a0a7f7445a0456d7de6ae086c

Observation fd70ca13-89af-457a-b246-e11b1b9040f5 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.998132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.014873Z digest=sha256:70569810600326b80d890616c62b5d16859e3ba7145ca811433f760760296beb

Observation 94fe1c5f-aa56-4836-b0be-da25bc20c54f · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.991124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.075165Z digest=sha256:69bf6b0579834155b9d29847923449ab424e86f8e9b2869abf805904c29e1e9e

Observation 8a2b7b31-a7d5-4dc8-ad00-90c09e2e1359 · outbound

This paper cites Y., Hu, J., Wu, R.

Whither symbols in the era of advanced neural networks? Y., Hu, J., Wu, R

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.984025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.140503Z digest=sha256:0e06ebb31ec144f638d40f4c2becd3a0854ca6613093d1103517bdec92a33a6b

Observation 06dd7c23-b39f-4b69-98d5-f2dfc54b6b51 · outbound

This paper cites O., Padr´ on-Hern´ andez, E., Azevedo, A.

Whither symbols in the era of advanced neural networks? O., Padr´ on-Hern´ andez, E., Azevedo, A

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.975961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.211154Z digest=sha256:def8fffcd6779c87efc7243605e552bdda1abcdcf7879d95c6f13a334a809354

Observation d245b420-16e1-4878-9b00-cb98b6bad0d8 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.967947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.288386Z digest=sha256:d995774f0706529f27acd7e0e2740317f0d5e07b709f29acfa71649ed0fe40ef

Observation 39b9cdef-8afd-46fb-9473-5f073bbce149 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.960656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.346740Z digest=sha256:3038607e5526f8d0dc6f1f8722d9d340045da7092a3bef9178e7ce0565cb3aa7

Observation f40eb671-c62c-4582-b9e9-a86867356748 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.952934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.400064Z digest=sha256:c5c514d096b1bfa350a4d6be4a694bade3fd617ff0d5cac02a53da622c693332

Observation cc55a519-7e5e-4ff5-b0e5-5903f11e153c · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.944578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.478383Z digest=sha256:4a0eb5445a72e56cdebb1cb497749d37506396b8e6da806fc13d49c4da3466dc

Observation 2ba284c3-32d1-4543-8806-696690d22da3 · outbound

This paper cites an unresolved cited work.

Whither symbols in the era of advanced neural networks? Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:20:38.935579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.561666Z digest=sha256:b9dd1814f14a144a64bc21e586fd6e21dfb1dd16f65725698133db367c469bf8

Observation a25759c4-9380-4726-a8b3-1664364de2a6 · outbound

This paper cites & Maekawa, S.

Whither symbols in the era of advanced neural networks? & Maekawa, S

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.926901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.620693Z digest=sha256:a8fa7be1e4249d1deb30d5b1408b4ccd1a92f24d7cf4248fd8ae21675417f3ad

Observation 5058d9f9-5fe1-4887-b317-7fe6d9aa37ad · outbound

This paper cites & Azevedo, A.

Whither symbols in the era of advanced neural networks? & Azevedo, A

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.918547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.701187Z digest=sha256:1660dc90d362407fb556fc25e30aea3f3b0bdf0a7b9bed948f717879318cd02c

Observation e8583af6-f2d9-402b-95c4-2bf70d06d0af · outbound

This paper cites & Azevedo, A.

Whither symbols in the era of advanced neural networks? & Azevedo, A

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.907372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.760597Z digest=sha256:7bd746ea15baf8cbe152f3a6aa7261a67a77c0dc8227d39cf5a3417bd5762c22

Observation d4a5f544-14b9-4b43-b924-1732ffe0494b · outbound

This paper cites & Rezende, S.

Whither symbols in the era of advanced neural networks? & Rezende, S

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:20:38.898199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T23:20:38.841829Z digest=sha256:95b25c6b149c392f19f45bac8b4045396b104d6690686c38c26ea09dfc1f8857

Pith citing papers

Observation f66e62ca-c51d-44d1-829a-fc657a5888e7 · inbound

How Do Language Models Compose Functions? cites this paper.

How Do Language Models Compose Functions? Whither symbols in the era of advanced neural networks?

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:06:17.690733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T11:04:09.179536Z digest=sha256:2071c18ac009ffa8ca5c722d5bcaec23d63177149c15294d8841553ea3b9130b

Observation d4546189-ac94-4875-9ee8-3f7cc46a7e93 · inbound

Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models cites this paper.

Emergent Structured Representations Support Flexible In-Context Inference in Large Language Models Whither symbols in the era of advanced neural networks?

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:52:28.478228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T06:50:49.096618Z digest=sha256:1e612ea47c8fa293da8dc7ef7fdf1b4d9e12c354016ae22867d137df20ca5e45

Observation f3150551-cc34-4b4e-818a-8edf225517ed · inbound

Binding Visual Features Point by Point cites this paper.

Binding Visual Features Point by Point Whither symbols in the era of advanced neural networks?

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T23:44:03.287999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T22:56:44.793896Z digest=sha256:38cda8df3cbf625243c741aa5ceabd38ed647b0df282b5164fd54785e70162d6

Observation 4b11ec3e-a349-4797-92d0-b7a38a99f8d7 · inbound

The New Associationism: Lessons from Deep Learning cites this paper.

The New Associationism: Lessons from Deep Learning Whither symbols in the era of advanced neural networks?

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T18:35:00.208997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T18:33:24.819008Z digest=sha256:4ec2c25f4b72e1a6fcc8da540bc13947e12bc78613cf1ad05d67a57dc81cc97f