Pith. sign in

Paper Citation Record · LEDGER

Automating RT Planning at Scale: High Quality Data For AI Training

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2501.11803.

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

pith.paper-citation-record.v1
2501.11803 v6

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:54:20.636746Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:03:38.111371Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T05:51:25.607987Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b3af69a-f442-4e7c-8c95-cf14caec647a · outbound

This paper cites Aerts, L.

Automating RT Planning at Scale: High Quality Data For AI Training Aerts, L

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.733145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.342179Z digest=sha256:2e6db0c67750855c0631186192ee69615742e3b513eb608ad1b7008774083da2

Observation b1427c8c-7c36-4093-a8df-e33ad8fa5d14 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.719562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.347885Z digest=sha256:d9836a9d6cb63cded357af3b8c0843c7f6bd345ed43a366d996e725f7f0fe68a

Observation 41f41925-f89a-44d0-bd42-c7b061a22b6e · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.705675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.353248Z digest=sha256:e5437dd9af0a26e030772182bcaf566a6fe882c94cd410e4103702f770c548f6

Observation 123a07fd-1835-4ee7-8540-7afb5b8d3894 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.691657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.358992Z digest=sha256:05a2b0cb734745020c8c771b52e68d254bfb007dc6d9f11d7c7b5e414f785b97

Observation 9a243c53-a472-4944-a436-d91d93904a46 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.676312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.364734Z digest=sha256:4af780f43d17b9aadb38c0bb98e2cd92931392699761cbe13b634e5bbaac5eee

Observation b54c751e-eb5a-4213-ad2e-eabafd680fd5 · outbound

This paper cites Arberet, F.

Automating RT Planning at Scale: High Quality Data For AI Training Arberet, F

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.657345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.369600Z digest=sha256:9aa04b93080d679eab8e725fcd842c12bfb40d40dfbb355029d6592c894801df

Observation f969b1d2-2a35-4a9c-8fd9-2c3cb1befc65 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.639200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.375046Z digest=sha256:104f09896d298bd3ea00f6e9fddc5eacdc60365a829c36abcd9df7ff8b1bcdc8

Observation 2ceb6f73-2943-47a8-ade8-7614a594b224 · outbound

This paper cites Babier, R.

Automating RT Planning at Scale: High Quality Data For AI Training Babier, R

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.624601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.380495Z digest=sha256:47bb66c950be7999eab99ff9f7bb88959f6ca9efe1f26354a8ccf2ed0bac61c8

Observation a80fdba3-5a25-4117-ba96-dde0b0b69cb9 · outbound

This paper cites Babier, B.

Automating RT Planning at Scale: High Quality Data For AI Training Babier, B

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.608630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.386362Z digest=sha256:296b117a173eda803bf241f31aacc235346a3b87fa574219c5e8e2ef32a5408e

Observation 207fc66c-73c0-4444-bbd9-178754007363 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.594981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.391064Z digest=sha256:132a717567585959f4cbd96a922c70eaedf2a48604581e778c67c99271d0a6d5

Observation df071a7f-16af-4212-8666-edd16179d09c · outbound

This paper cites Bejarano, M.

Automating RT Planning at Scale: High Quality Data For AI Training Bejarano, M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.582056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.395511Z digest=sha256:4e02709e7662e071a4e4e0fabbb15a676cd4e90208eecfce1a00f1200df5d047

Observation fed69dae-cec8-43a6-9595-f4fa7abb2e66 · outbound

This paper cites Biston, C.

Automating RT Planning at Scale: High Quality Data For AI Training Biston, C

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.567016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.400781Z digest=sha256:753e5abf9916b4dad9e5dcc50ce84173016c8ea198ed6685595a449ec8c3000a

Observation a93cc6cc-0039-4685-861c-32fa12fb21f4 · outbound

This paper cites Bosch, W.

Automating RT Planning at Scale: High Quality Data For AI Training Bosch, W

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.550112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.406917Z digest=sha256:f939667cf5a19d76f7435f42787294cbe0f9b476e1e591285ed47fb44d8e37f5

Observation 4a1cd710-8a2b-4c8a-9d1e-e6ccffef75c1 · outbound

This paper cites Bradley and K.

Automating RT Planning at Scale: High Quality Data For AI Training Bradley and K

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.532865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.411475Z digest=sha256:3a9ade812603c984180f5c73cd5bf4f22f5f5aeed5bc0357b889b3b600fd9c8b

Observation 71a46d03-51dc-438c-b9b8-2492b8b9bab3 · outbound

This paper cites Buatti, C.

Automating RT Planning at Scale: High Quality Data For AI Training Buatti, C

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.514540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.417320Z digest=sha256:04761661dea83f2c209f4fbc2878feefbd1a1eeca706e82e882a94f8f8bd39fc

Observation d70c3408-d9c3-406e-a854-686badc82a2e · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.498649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.422804Z digest=sha256:74b0a202d3067e8c758da69d1968c4db514e037e61cc472f4c6af5eb6a14798f

Observation 988a5074-87d7-4fe3-bf8b-487bdf81adaf · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.484345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.428569Z digest=sha256:b49d487cc786e93f346b7032a4e57bc21dc18cb481a92d017518de70a5e0a675

Observation 23b5f101-1ae1-4931-baeb-3071f35c328f · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.469055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.434804Z digest=sha256:628e7b1f345e7d9929e82a3c55b86db0d08fff00b7bef26f82860193f5ba3b9f

Observation 45ca5137-1107-49af-b447-66282dce4517 · outbound

This paper cites Gao, F.-C.

Automating RT Planning at Scale: High Quality Data For AI Training Gao, F.-C

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.453344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.439899Z digest=sha256:17f6bd883b643aa52fd5ad59ccab34d81969483011e46decb27c361c56a8139f

Observation 369c5638-cac0-4fda-831a-5efeb35fec6d · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.428286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.444500Z digest=sha256:6bebc7bc23fe0a4d07a4a660fa2028a80bab84f4e919799b63419fa96b559407

Observation aa0263d0-bd72-40ba-9015-23eefdc489d5 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.409152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.450249Z digest=sha256:160640fb07ff0eed3f2395eff55ba49590e8add511efbe620a63a96ce0740240

Observation 576744ac-e3bd-4a89-b607-38f3e07ec880 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.394805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.454435Z digest=sha256:8bf07ccf6b9edc8580461b67451fe04f3d7d69d811e30cd52e830d0010c19706

Observation 933c2de8-3be3-42ba-a320-11c8b5308395 · outbound

This paper cites Grossberg, H.

Automating RT Planning at Scale: High Quality Data For AI Training Grossberg, H

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.377783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.460713Z digest=sha256:0fc46096e81fdf607a58d0a9f2cda0c18306fce161ed1a9baefc60c753ee2846

Observation 154c36b3-ac90-49ed-9b11-42e04c52f3b9 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T17:54:20.466358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:54:20.466358Z digest=sha256:a0a51583e835f252bbfb40e4fd84f9cc8a345f1ef6aa78797d624f15e958969b

Observation e205f351-5a84-4e31-b98f-eb043133e407 · outbound

This paper cites Healthineers.

Automating RT Planning at Scale: High Quality Data For AI Training Healthineers

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.352732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.470563Z digest=sha256:249d009d6f409143c526658d471e40bf66bad6fe23b97d4b432337fd427c75df

Observation 57aac6f9-9968-4dae-afb1-10d31ec49cfb · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.329692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.476470Z digest=sha256:e7f0dab32f532954f3d3a4e99877f65e285f14b99fd8b2c5e2dcd1d09be1057a

Observation 35ce3c15-e1c8-427c-8b8d-349d303e9477 · outbound

This paper cites Huynh, A.

Automating RT Planning at Scale: High Quality Data For AI Training Huynh, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.313678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.481075Z digest=sha256:5fe42c3373bbc6524f0b90cfa490f3d540f52de2ab8c58dd427937966f0f21fc

Observation 1cc328ac-2b61-47f2-a22e-90e086337f39 · outbound

This paper cites Hyt ¨onen, R.

Automating RT Planning at Scale: High Quality Data For AI Training Hyt ¨onen, R

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.298797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.486039Z digest=sha256:f68e7731aeb3074e629be87d7c422ef85ac535caaace56c0b6d55743799c9957

Observation 0899c49b-6dcc-4d89-965f-156ca47ad43f · outbound

This paper cites Isensee, T.

Automating RT Planning at Scale: High Quality Data For AI Training Isensee, T

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.280637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.494061Z digest=sha256:15dca7bcc9bb616eb4feaf07ecfb0c7b2ea2b2a04afaf8cee7d2ea9a091a92af

Observation d3e5865f-1de8-44ca-aa04-a8676439c93f · outbound

This paper cites Kearney, J.

Automating RT Planning at Scale: High Quality Data For AI Training Kearney, J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.262938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.498557Z digest=sha256:7f887cecd954f109305a424cfc92dea42bf2405925a366005c90551c38953368

Observation c6be1165-d05d-417d-bcf0-a3f536f2346b · outbound

This paper cites Kirillov, E.

Automating RT Planning at Scale: High Quality Data For AI Training Kirillov, E

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.241889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.503300Z digest=sha256:9ec077b2a615c10d340c99ce4852d8d4cafd447218c04e651b32b3da08028ae6

Observation 70d61169-3a8b-4471-8d2f-6ff511647ca3 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.227566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.507394Z digest=sha256:e560606a85842b57587d3584dcf030f29603a6851ccea7e658514f77900491cd

Observation 9e21ffbb-4121-4fe9-acb0-0f32827d811c · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.214138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.513206Z digest=sha256:d3dd54ee7369a965f38d73e0022db4a95505e5a1dd9e47876c9793edbd85028c

Observation 0392461a-c3d4-401c-88b3-e8a6e3559385 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.197083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.518124Z digest=sha256:ad08057503beef2409ac74eb2e3cc9792c698f0dc09d9b8f7c47cdadac5fbd67

Observation 5c959946-16ca-4611-8f6a-ed1cbf54d19d · outbound

This paper cites Magliari, R.

Automating RT Planning at Scale: High Quality Data For AI Training Magliari, R

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.183034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.523192Z digest=sha256:92ef3f0413a10e0d98da3c5e51d7bf7447bc5fc54dec4d5587209389ed8b1b8e

Observation 157de2d5-d09f-495e-96cc-6c740d13bd31 · outbound

This paper cites McIntosh, M.

Automating RT Planning at Scale: High Quality Data For AI Training McIntosh, M

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.168085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.528815Z digest=sha256:87684491820109f12d8d0461dc592ecba29316696366ab566e40b4aa28b6e387

Observation 73655ed4-855e-4660-9a2d-0f22c189d6ca · outbound

This paper cites Rombach, A.

Automating RT Planning at Scale: High Quality Data For AI Training Rombach, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.144642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.533748Z digest=sha256:58748912b1342cbfc5785cdc117cc7dbc1eb93229a51f4b2bb34a3f67080affa

Observation 5e1cf88e-4f8e-46bd-a8f7-bcd2e7e9f689 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.124247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.539335Z digest=sha256:2647513561e1c9aa524589f3cd55a2f861eb3dda8b2b9fcff06489d195670b14

Observation b2988c2f-6c65-497e-aaa8-16c19da5db63 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.104468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.544284Z digest=sha256:d95824e99e858b1757ec1163a459cb3a87a6f037c0487c6f2be456a281c2ce2c

Observation f22c82e4-c553-4cc9-af1f-aab078fa5e13 · outbound

This paper cites Vallieres, E.

Automating RT Planning at Scale: High Quality Data For AI Training Vallieres, E

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.090655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.548851Z digest=sha256:aa0cc6421bcf058ae00ec43ce0742bc6db0754117a751cc55ba4a4c06e09a0f9

Observation 9aec1c0b-83f1-4bc3-97e2-dc6b878a059b · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.068762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.553718Z digest=sha256:b224e47c00933bc89c7410da6f9759cc72d3b8657efbe35572ae1c7ff0f3ffde

Observation 3eacf1ab-eab4-4ad3-985a-3806d140692b · outbound

This paper cites Eclipse scripting apis.

Automating RT Planning at Scale: High Quality Data For AI Training Eclipse scripting apis

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.053878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.558961Z digest=sha256:ea6fae978acf752309aa9ffeb3821d8a3cf92aa5174974836f8afaec7276bc61

Observation bd8720a0-b666-4a5b-afec-835ea0403a2b · outbound

This paper cites Rapidplan knowledge-based planning.

Automating RT Planning at Scale: High Quality Data For AI Training Rapidplan knowledge-based planning

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:21.031079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.566990Z digest=sha256:05c6822f278718a4e1a881da5a492ce2b571dca20538b0631c8592d8e35411a0

Observation e6837eb3-060c-4df7-a860-04d680a8d25e · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:21.014247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.572082Z digest=sha256:5532b0509f17ac8f73ed9ace9e8355a2460ad5b41c63ea7d4b65e8bf80cf38fb

Observation 0fbe1c02-0a78-4b04-bb7d-28639db717ac · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.994522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.576627Z digest=sha256:b22f0c28e44198152f607dfaa5c57f97e25886afa84528b6d21461ee5a3ae025

Observation c8f6f5c1-43f8-41ae-999e-7006f15ea383 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.973678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.587363Z digest=sha256:4c0f007f3a35d98224f84b04285a7b3e742aa0d6bd8bf18a07129d9a6a5a684a

Observation 45441c05-9700-42c0-ad2a-34c1e32d91ca · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.943837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.593249Z digest=sha256:1cf5d4551686992b0c4fc6da6ccb36eec5becda2948d989b73c2cfcd636fee27

Observation b56ea8f9-982f-4824-af7b-955c383c0914 · outbound

This paper cites Zhang, C.

Automating RT Planning at Scale: High Quality Data For AI Training Zhang, C

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:20.924293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.598513Z digest=sha256:c06212ebdb781776e0765adc6cdf43e03ba08a624ab0ba1c45793a35228b8c85

Observation c0a28c1d-c7ca-4125-88de-51c819e96e7b · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.899612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.603663Z digest=sha256:ff8fbae051f14e444989911e037a8f0ee062485b86084be87b1d0086cd61f725

Observation 0263710e-87f2-4a7c-ade9-baa10770151f · outbound

This paper cites Zuley, R.

Automating RT Planning at Scale: High Quality Data For AI Training Zuley, R

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:20.881136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.607956Z digest=sha256:9457503d13d0df35f0fd6612a3cc7afde7c97a66d591447b4ee879e13ac841ac

Observation a5e231d7-9274-4ad4-bfa9-9b1926487a67 · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.854789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.613873Z digest=sha256:2464a86cbbbbd0cb8011ef86e43e479a36c496ab4266ea833b0e208080d004de

Observation ed849e15-9334-4db5-846f-f7bf0cf72cea · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.835695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.619179Z digest=sha256:6b9eb10eb00d6179413ef4d91dbd6c99dcc9b204756988625180f9e0997b44cf

Observation fa76a9fd-e92e-4ed7-9372-3466701df25a · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.817233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.624555Z digest=sha256:3935b044a425ffbbc0856b965553f973a578553abdda7e91bcb81111c9bdf7ac

Observation fde9d8fa-1cc0-467b-8464-ec5701e834ca · outbound

This paper cites an unresolved cited work.

Automating RT Planning at Scale: High Quality Data For AI Training Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:54:20.800949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.629543Z digest=sha256:6e6672c57013c00fc449075e416b046641fc528c23587da5dacf2d1ed9dc95e0

Observation 0085136c-52f6-4ff5-ba30-1b36f9da9c49 · outbound

This paper cites The complete data curation pipeline is illustrated in Fig.

Automating RT Planning at Scale: High Quality Data For AI Training The complete data curation pipeline is illustrated in Fig

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:54:20.782747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T17:54:20.636746Z digest=sha256:e2c070121a2ac6b330f3c95793e53d69cf9172166ced2d9dfa0b3818900b16c9

Pith citing papers

Observation ce177d5e-3dd1-45f4-bc19-f38a4ff365e4 · inbound

A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning cites this paper.

A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning Automating RT Planning at Scale: High Quality Data For AI Training

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T05:03:38.111371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:03:38.111371Z digest=sha256:9bf48fc22cf724f9348f3fccc669a26d56b46a73a23f76ede1c18020a9add739

Observation 456c17e5-75b7-4a51-9e91-9b667f660d60 · inbound

Grids Often Outperform Implicit Neural Representations at Compressing Dense Signals cites this paper.

Grids Often Outperform Implicit Neural Representations at Compressing Dense Signals Automating RT Planning at Scale: High Quality Data For AI Training

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T04:58:28.284918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:58:28.284918Z digest=sha256:e508f14cff7cc50bc6ddf6d384338d403834527b116841b282b559c11c57647b

Observation aaf27b19-3ddd-4c1d-9c01-eac173fc803e · inbound

Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study cites this paper.

Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study Automating RT Planning at Scale: High Quality Data For AI Training

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-29T02:14:51.525725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T04:53:06.362430Z digest=sha256:3c4ad2b5a9a95060b1ef0ebbbfc7ec0a2c9a90320b7e38d047c4fba3cd84d797