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Paper Citation Record · LEDGER

Task-Oriented Optimal Sequencing of Visualization Charts

As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:1908.02502.

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

pith.paper-citation-record.v1
1908.02502 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:47:59.353786Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

39 of 39 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a14307c-a7be-4674-bd6f-8af40fcb253b · outbound

This paper cites https://plot.ly/feed.

Task-Oriented Optimal Sequencing of Visualization Charts https://plot.ly/feed

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.819107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.199574Z digest=sha256:19121b3e4d3db92a3896200298b82bcf5020b837de4233411b7d12950ac5b362

Observation 6710af7c-baa5-4c02-972e-e3c42deb416a · outbound

This paper cites https://en.wikipedia.org/wiki/ Principle_of_maximum_entropy.

Task-Oriented Optimal Sequencing of Visualization Charts https://en.wikipedia.org/wiki/ Principle_of_maximum_entropy

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.806395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.203964Z digest=sha256:5c6924a759728d9b1f44b48118064b88df0ec5ed6c11ffac8c440ace3f4c3e8a

Observation 4b19b45d-b187-4d50-9961-ecb96b7f6ff9 · outbound

This paper cites https://public.tableau.com/en-us/s/ gallery.

Task-Oriented Optimal Sequencing of Visualization Charts https://public.tableau.com/en-us/s/ gallery

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.795741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.208249Z digest=sha256:9bd8e8da055b15ffc30a6fc680f7c8b8f28bf03ec5eeea0a4e958b179c579580

Observation e3531807-c221-4aae-94ec-88a1b5319d5f · outbound

This paper cites Albers, M.

Task-Oriented Optimal Sequencing of Visualization Charts Albers, M

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.784329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.212417Z digest=sha256:214584f99544acb26671f90b80105f6438a1f421e7b1aece4410edb88cae307b

Observation 0d5a4e74-d6d8-4a4f-b416-4029f9df1771 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.772383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.216817Z digest=sha256:3422c3797e399c16c4cfaa48dd5e6e927cf550156c481359707121fba3832c3e

Observation a2a4c54c-a750-4202-9a03-021bb88c53d1 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.762161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.222177Z digest=sha256:36e5ebc696f531494979b55e16569be9878d1bb3f19259f6e060c87b5004f243

Observation 15d5f49d-00ae-4e87-9ef2-8b4671684bae · outbound

This paper cites Bavoil, S.

Task-Oriented Optimal Sequencing of Visualization Charts Bavoil, S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.751237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.227323Z digest=sha256:8848c66618ffd874d3a6b51eb231ae2c8c3f5ee66cb424e1452265af0117928a

Observation ec2523c0-fb48-4d35-9445-8daeeef5935e · outbound

This paper cites Bostock, V.

Task-Oriented Optimal Sequencing of Visualization Charts Bostock, V

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.739792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.231273Z digest=sha256:da137519a8058314f3955c7f2372ad00af5aea637be0d80aebade7e63dd3fef2

Observation 0cc3609d-6579-4c0c-b6e4-f31ab57b6da5 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.727336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.235148Z digest=sha256:0caf16595405654da3e3b15260b2fdac01bc6f6ef61193a26ad98c8d9002eb91

Observation daa47239-97cd-4e2d-a3ee-5cf83f431678 · outbound

This paper cites Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks.

Task-Oriented Optimal Sequencing of Visualization Charts Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T14:47:59.239120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:47:59.239120Z digest=sha256:d11d343b920ddf097125fee1b5cc0ef1944ac517340088f313a03d80f1afa11f

Observation ebe71ab7-b884-4741-a0ec-63f831fad14a · outbound

This paper cites Gleicher, M.

Task-Oriented Optimal Sequencing of Visualization Charts Gleicher, M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.713743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.243670Z digest=sha256:1386f8180766dbf841eb29dc6dcc2795ec4779c35c30a31d8f812555d4a3e8cb

Observation 2a5f92c5-a3f6-4231-9e6b-4fd015e3ab9c · outbound

This paper cites Gotz and Z.

Task-Oriented Optimal Sequencing of Visualization Charts Gotz and Z

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.698736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.247753Z digest=sha256:6b3d47df0e47fe7fc4ef695cc715d9a425c6282d7ce64c9fbb988fef771bd5cd

Observation c2cd426e-05ed-4b9c-8dd2-ac173a64856f · outbound

This paper cites Gotz and M.

Task-Oriented Optimal Sequencing of Visualization Charts Gotz and M

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.687248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.252127Z digest=sha256:adf7e8aae54f8db318a96601a5be24498789c78934f92783c5e07f390e0d1cda

Observation 8d2da120-f76d-4bfa-baa9-dcb675af5d27 · outbound

This paper cites Harrison, F.

Task-Oriented Optimal Sequencing of Visualization Charts Harrison, F

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.676553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.256029Z digest=sha256:1889c2c8900036db5c7f6305aa360a671c5023a02cf3580c0ba590dd44a2eb75

Observation 775ff0a2-59b6-43a9-a99d-c71c346ac185 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.666176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.259978Z digest=sha256:48184f265b70a805fd70489d1d7ffa63c85d7ec5e3540f3fe404537c7178f531

Observation 50b03c1d-528a-46d5-985f-2a016380af12 · outbound

This paper cites Heer and G.

Task-Oriented Optimal Sequencing of Visualization Charts Heer and G

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.655221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.263889Z digest=sha256:67403b8c06860fb088e97a7358656496166913f1b1a246ad17ba6882e2a5d90a

Observation 2813c61b-232e-44e9-a1e1-42001466a6e0 · outbound

This paper cites Heer and B.

Task-Oriented Optimal Sequencing of Visualization Charts Heer and B

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.644652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.267828Z digest=sha256:759be149047620490ee50d68c61da520d9f7c9e0a0e3d6727628c08b9a8857d2

Observation a78e1698-f164-455a-bceb-6b3f2a930d6f · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.634473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.272115Z digest=sha256:742c8b460dee335d5cc88d1ff71e0ce1f31cfbccd329d38baee89ba858557d60

Observation 06b890b5-e71d-48b5-b130-cef59a634456 · outbound

This paper cites VizML: A Machine Learning Approach to Visualization Recommendation.

Task-Oriented Optimal Sequencing of Visualization Charts VizML: A Machine Learning Approach to Visualization Recommendation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T14:47:59.276993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:47:59.276993Z digest=sha256:a743f16a32d6888248ac6d2c262e106cb86babe6a8a97cc9be167be8c2886339

Observation 613c4b00-4b95-40ca-a927-a07c01bc74cb · outbound

This paper cites Hullman, S.

Task-Oriented Optimal Sequencing of Visualization Charts Hullman, S

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.624414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.280940Z digest=sha256:47a15b954ad747a16e88931b17258be098fe2daa25d0ff70c13fc9fd739ac492

Observation bc213ae0-2eef-4820-9513-3dedb756b9e5 · outbound

This paper cites Hullman, R.

Task-Oriented Optimal Sequencing of Visualization Charts Hullman, R

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.615172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.284487Z digest=sha256:1171dc57ed1713cd4130d856e78c1d45a6aa6da0ad9443382ce4073460037033

Observation 2a03f5ed-d82a-4a09-be36-ec5fc3d083a6 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.605768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.290053Z digest=sha256:81980dd4ab54c25b8934c1f60546424852fe3720ec543a877c651e11a5728b7d

Observation 4555b8b9-a754-4a36-a05f-ec53c8c3778a · outbound

This paper cites Kay and J.

Task-Oriented Optimal Sequencing of Visualization Charts Kay and J

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.595646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.293671Z digest=sha256:97c46a4a4de6bf82da8faaa2d5a0f277d04915ba3f6635ba16ab453265c7d7eb

Observation a51c0c38-7b89-475e-a180-1b66bd41be2e · outbound

This paper cites Kim and J.

Task-Oriented Optimal Sequencing of Visualization Charts Kim and J

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.584530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.297097Z digest=sha256:07fecc4cb0aef51b2eb3e8289f438d4ec7bc976fcec92a65afb06ecbbd24335b

Observation 370c061f-6554-4628-840b-9cc0ec548df5 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.574518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.301088Z digest=sha256:509c6e9eb3fd63158953c119242b50558cd471bd578527bf560af563d8c295de

Observation 2b88186e-da6c-4d80-a123-61a9c6d8190b · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.564236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.305290Z digest=sha256:eceec219d96d0c3db62f131d0e94eb85e64f40c078a4e9d2cc80b7ede77740c8

Observation 50911f0f-e8be-470e-b351-c8cade56fa56 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.554283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.310133Z digest=sha256:f185665f4f59227c896d8747ca595d68c37c062bf5fd751e0f593a0b0162a0c3

Observation 8830d23d-819e-403f-9c68-496e827c26f4 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.543337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.314105Z digest=sha256:89696b365831c4b2a9a4ff3c6ea814587c335ea8dff4307a615bbf4b3be6eee4

Observation c50566b0-8de0-4bcd-a787-a9d304cabcff · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.532998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.317898Z digest=sha256:fd836a13d60ba7f44d7516c8f76687bae961fcec5e11c7b868be6aaeadadfd93

Observation 90b8c9ff-b04a-469b-b191-11e6d359c0a9 · outbound

This paper cites Moritz, C.

Task-Oriented Optimal Sequencing of Visualization Charts Moritz, C

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.522545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.321925Z digest=sha256:f491f282dbfe24b15372cc0505c8bdd30486fe9f006524e22ac198ad4f099013

Observation 7173256d-e2a7-48a0-922e-0825d81a959e · outbound

This paper cites Qu and J.

Task-Oriented Optimal Sequencing of Visualization Charts Qu and J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.510894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.325445Z digest=sha256:0153c48e96ac0b65a72a6e38a97edc90d29eaa8193c74e8585d120eda2bd9b43

Observation e20dbb32-af9a-4284-bd55-57c2a3dcb1cc · outbound

This paper cites Saket, A.

Task-Oriented Optimal Sequencing of Visualization Charts Saket, A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.500268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.328934Z digest=sha256:8a2ee96fdef68c8acfe2729f368f81456173d87cf4cc9d0a2f8693a5754cbf8f

Observation 471d9c44-c4f6-4c77-9ecf-829fc81036f6 · outbound

This paper cites Satyanarayan, D.

Task-Oriented Optimal Sequencing of Visualization Charts Satyanarayan, D

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.489466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.332429Z digest=sha256:d5e96951c996e28c34644b68309c048c2d0f8eb813c4d9816accbd50711b21af

Observation 378dda73-2c9b-4a62-bcbb-5aa2be613e7b · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.477193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.336005Z digest=sha256:8055e53a58831fa963198f0670bad0be1e90270108e1a8541044da9c294ec40a

Observation ea2b85e9-0fe9-454b-a168-15132d13f27c · outbound

This paper cites Segel and J.

Task-Oriented Optimal Sequencing of Visualization Charts Segel and J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.463946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.339471Z digest=sha256:d7df1f1855f26b01cf82e2f47246bb3004d6016617c733d8f5018d6d2163d9d0

Observation 8d761b02-8330-4217-9794-7566485c24d1 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.451257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-14T14:47:59.342730Z digest=sha256:0959200e0b7c49ec2edf3f588bcbece200bcaa1714aca9c7aaad298440af8b43

Observation 6b6acff8-7c7c-4357-9138-e2961b9a7058 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.439321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7ccf625c-9690-43fc-871a-676606d604ce · outbound

This paper cites Wongsuphasawat, D.

Task-Oriented Optimal Sequencing of Visualization Charts Wongsuphasawat, D

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:47:59.425601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 42508063-6e2e-4a6e-aaff-b15da97a9da8 · outbound

This paper cites an unresolved cited work.

Task-Oriented Optimal Sequencing of Visualization Charts Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:47:59.411770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Pith citing papers

No inbound Pith citation observations are available.