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Paper Citation Record · LEDGER

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment

As of 2 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2606.10632.

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

pith.paper-citation-record.v1
2606.10632 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:55:34.508690Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+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

45 of 45 outbound references displayed

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  • verified fuzzy0
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a297ae8c-db67-4736-8127-a9605cf8b110 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 1

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Observation d00e8b9f-91a2-4031-91c0-8e08cb8f25c3 · outbound

This paper cites 55198–55218 pages.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment 55198–55218 pages

Reference 2

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:7dda8b5c1f5b6eb781a93d3865433f023e15bb8e9b98d013a42926b59eb52512

Observation 364e9e68-39f7-45e7-b70f-a22881993820 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 3

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Observation e87ea8ae-c88c-46db-aac6-f2fd7ef459f5 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 4

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Observation dd1b77fb-c6e9-4813-aa6e-fc4381e5b72f · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 5

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Observation 9f215f0e-ad9e-4aeb-a4f5-519907e59fac · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 6

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:02fc924baa168ce4d8abd00e3112aca8c0586df0e756d1e26750eda73a4d830f

Observation 894bdeec-7ab7-4baf-b911-4953a693823b · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 7

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Observation c66a56c3-f5fd-47a7-ac1b-518e3799c0b6 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 8

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:df21a1b9b971cc70134355e7d65144f6a7b6c88500d68a7be3e7747588649501

Observation a1312909-7672-4acf-af21-81a69188094e · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 9

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:0f2b46935a9c2f12c60aad34ba1abdef267cf946d023f69e10de7aedbe0192f6

Observation 529c5677-18b6-4947-8768-2121a61c023f · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 10

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:35579d2fb50df5ccca45280f28e807d0632dbd05913ad7a50a3ed08fd9921ce4

Observation b36435f0-2e18-43fb-8a1c-2b0e8cbe030f · outbound

This paper cites Raimundo.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Raimundo

Reference 11

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:ab8e62adf6fe6d8e677dc7e7f92147adf05e58fe8c19a0a151feaeb46efd34a0

Observation 4cde6f02-a995-4330-9ffc-53420c3cb205 · outbound

This paper cites Kale, Greg Ver Steeg, and Aram Galstyan.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Kale, Greg Ver Steeg, and Aram Galstyan

Reference 12

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Observation dda3eb4d-b80e-4f75-92ed-f2900e4795b4 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 13

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Observation a4fb0353-5ad6-4089-966c-e1006266f752 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 14

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:104aa9bb6c9321ffba4e6fc6c2dc73f63b5cf76cc9a1e6844617af23ececac40

Observation 2eb8373f-4a3e-4db3-bbe0-594cde8a1f3c · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 15

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:8d3739ec83e2e675debc6ec035f1fa53df5262174f45c296d349b10f7b85a9d8

Observation b72cc79f-29e5-4ab5-b486-c362da7b74d1 · outbound

This paper cites Kevin Zhou, and Xiaoxiao Li.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Kevin Zhou, and Xiaoxiao Li

Reference 16

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Observation 0deeecd3-001d-4645-87ea-4866b370f47b · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 17

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source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:d60bd68447bc8549c51c33ea4c35b6c72c0f0c65a2261098796a1496e941f5f5

Observation f300c52e-0703-4f08-9a04-c7120289f8d1 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 18

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Observation 3e53e938-9aab-4875-8405-e5f024ef8380 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 19

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Observation b1243268-bd81-4ef6-99c7-232d0f9fe2e1 · outbound

This paper cites Gummadi, and Gerhard Weikum.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Gummadi, and Gerhard Weikum

Reference 20

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Observation 9c221d2a-75de-4117-bad4-a2ea2be177a6 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 21

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Observation 296583c2-7437-4a72-9893-097088261c96 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 22

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Observation b154f071-4721-43ee-b439-0a170c812f2c · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 23

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Observation 83daaecd-2cb6-4121-a00d-45aca5d4757f · outbound

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Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 24

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Observation 4ae4e800-9a96-448c-8754-790ea798aba7 · outbound

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Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

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Observation d3e64648-9a03-4a83-abd4-faac2989bcbc · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 26

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Observation 8450f2ff-4fac-4680-9f3c-a47aca07d9a7 · outbound

This paper cites InSpe- cial Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment InSpe- cial Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings

Reference 27

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Observation f78fe711-9db8-4698-9eff-de91ba660ba2 · outbound

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Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 28

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Observation 6bd55360-d74f-491b-a2ae-e26311cd3705 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 29

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Observation 5300b3dd-6425-472e-9ef1-2e17d59f9193 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 30

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Observation 4ecb9c06-0f0a-4e6b-921b-118296a2a138 · outbound

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Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 31

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Observation 26e7e0cb-61e0-4ff9-938c-462e7894d343 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 32

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Observation 3c549542-78b4-48ef-bf08-f66c812d469f · outbound

This paper cites In Proceedings of the 37th International Conference on Machine Learning, Vol.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment In Proceedings of the 37th International Conference on Machine Learning, Vol

Reference 33

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Observation f595f78a-086a-422c-a504-c523b5c9f3ab · outbound

This paper cites Pollard, Alistair E.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Pollard, Alistair E

Reference 34

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Observation f9249b05-1598-4b8c-b0f6-0b15539672b1 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 35

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Observation 6a429786-5a62-4c6f-8229-71970d4448f3 · outbound

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Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 36

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Observation ea70ab40-475e-47c9-9893-df92ff9080d2 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 37

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Observation b5a84af1-f0bc-45e0-8074-1f91e543aa1b · outbound

This paper cites InInternational Conference on Learning Representations (ICLR).

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment InInternational Conference on Learning Representations (ICLR)

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:c64099881be42680e7ce8870b3057b45ae3d86f9c2af7eecf00c8f3d8ec897c0

Observation d2a8c701-cebb-4596-aec7-768d18b8902b · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-06-27T14:00:59.591047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:fdb114e31f00146eb852013694ba49fb0295f35ce97b5f342ab332922dbd3f85

Observation 4fc68494-0b03-4a72-83c7-b1b734861cfd · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:f9bd6ba72204953ed725dcc58eb995e140499d756f44c4481ea329396fab34c6

Observation 6e1a34cb-1828-4601-9bcc-132ca8050025 · outbound

This paper cites 2005.Algorithmic Learning in a Random World.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment 2005.Algorithmic Learning in a Random World

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:3816de945e3e1a5e3dc93d234b48463b3ccc5b1f089c4e38cae83b97daa2f795

Observation 7941301c-9143-4684-a1d1-da75e73b0033 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:6da802f82b46a31804f100f522d5b66c16659b691f675536b00ff1d99a7edfe6

Observation 2fa7f8f6-762b-413c-9f41-f72566bbfc52 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:79af1b318c59ad56c877739ea8e566db5cb592ffd19156cf8f534a17f552c953

Observation 15364813-9961-4f90-9344-cf8503507ebb · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-06-27T13:55:34.508690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:5328155f67e21bf4c821af2c7833f0fd0928fae1486d7bb8346f35aaa602ad19

Observation 305639fe-a132-4f0d-bd75-aeea0dcb7b73 · outbound

This paper cites an unresolved cited work.

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment Unresolved cited work

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-03T04:27:36.789448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

source=pdf_text observed=2026-06-27T13:55:34.508690Z digest=sha256:c6139df1747d0fc821042bc7ff1ec37a595e764e791dbc25d86378e4f9f04776

Pith citing papers

No inbound Pith citation observations are available.