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Paper Citation Record · LEDGER

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries

As of 19 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 0 inbound Pith citation observations for arXiv:2411.11410.

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

pith.paper-citation-record.v1
2411.11410 v2

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:38:37.556265Z

measured 83 of 83 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 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

83 of 83 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved72
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae01a1cd-f894-4941-8954-c91b42f41137 · outbound

This paper cites Dask issue#11336.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Dask issue#11336

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:35.769179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 46403114-4341-4ed3-836e-a3b885e2f427 · outbound

This paper cites Keras issue#20141.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Keras issue#20141

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:35.906826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:35.906826Z digest=sha256:5f2a646ee63c2a59f4c86c3815b5a1f18465faaa25bda901d10bd4beba46d570

Observation 12c24bcf-c68e-497f-b3ce-a84c724eaecb · outbound

This paper cites Scikit-learn issue#28469.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#28469

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:35.914689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:35.914689Z digest=sha256:49ca38092e322277fdc28a91ad9ac5a3a6256fda14dc518b3d6e57d3bdbf04ea

Observation 5af251ae-9503-493e-96b5-e64dcf4904ef · outbound

This paper cites Scikit-learn issue#28470.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#28470

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.780077Z

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=2026-08-12T18:38:35.927118Z digest=sha256:0d42db9b7c1fe3389403babe4e20b67e44e1b02d9a87cc3b38f3f53f3c8e0d79

Observation ac3d0d1d-d624-4bb9-b75e-4a47daaf2d40 · outbound

This paper cites Scikit-learn issue#28473.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#28473

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.754088Z

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.

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Observation d8131f74-064e-4937-afbb-2c50807cfa10 · outbound

This paper cites Scikit-learn issue#29440.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#29440

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.663585Z

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=2026-08-12T18:38:35.945198Z digest=sha256:937e8b3a61b7012bc61f8709467d70d84e8c98a05a610eb9e8103541819444c6

Observation 3f1cb450-e309-4aee-92d7-3bff2288081f · outbound

This paper cites Scikit-learn issue#29463.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#29463

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.590156Z

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=2026-08-12T18:38:35.956161Z digest=sha256:377e023eb27030b6dd0eafb38e52f8879b5cf166de1a54998f3dabfde74a0406

Observation b35e06d3-4389-4e8f-a887-373befc85031 · outbound

This paper cites Scikit-learn issue#29464.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#29464

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.516597Z

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.

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Observation 482913f1-6135-4e4f-9c46-1b806abd5962 · outbound

This paper cites Scikit-learn issue#29509.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#29509

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.422718Z

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.

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Observation 729f4445-4ce6-4bca-81b1-7d4d3fcc9bbc · outbound

This paper cites Scikit-learn issue#30099.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Scikit-learn issue#30099

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.389884Z

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.

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Observation c0655561-43dc-4c99-b827-7962e8b1794b · outbound

This paper cites Statsmodels issue#9304.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Statsmodels issue#9304

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:41.347138Z

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.

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Observation 80cf29a5-8b5c-451d-a74a-083cab6ce807 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 12

Resolution
unresolved
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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.

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Observation 0cc7bec2-742e-45d7-9da1-0d8adb5a9f3e · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 258306dd-ae4e-4e0d-a4a6-08a5fb1e240c · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.025126Z digest=sha256:a34b13cf9a91cad386865a4b0f3db3fcc6699fb4babf1ce0f9c0104372288538

Observation 7273b3e7-78b3-4459-99e5-dc8d16cd5b5e · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.034935Z digest=sha256:423acf95e792b1fb3aa9cfd0fc21ca182663c17a30a71955c78c19a28e1b4c4d

Observation c7894bea-2c19-46ed-b453-dba7959074e4 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 16

Resolution
unresolved
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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.

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Observation 1f9070bb-0d9e-4cb4-90a9-fa2116cb484b · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 17

Resolution
unresolved
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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.

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Observation f5f90eae-8cf2-4554-a9d7-b9e0395097cb · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 18

Resolution
unresolved
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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.

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Observation fe02d440-763e-41f2-9868-7bea7b98ac23 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 19

Resolution
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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.

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Observation 22975324-cba7-4d2c-9b00-6d94f49cec33 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 20

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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.

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Observation e5a8c164-dbd4-4a7f-a527-ec341f87ebbd · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8630d232-4300-49a2-8c85-79581da14646 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 22

Resolution
unresolved
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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.

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Observation c9fdd92d-5710-491a-acad-4c2324841f21 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 23

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unresolved
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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.

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Observation 61edc406-e1f0-4dba-b950-ea7b68086b90 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 24

Resolution
unresolved
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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.

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Observation bb35d1c1-362d-4363-a441-8f632e5598bb · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 25

Resolution
unresolved
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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.

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Observation 7309b073-30e3-4b06-984b-ad183355285a · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 26

Resolution
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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.

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Observation d1202668-3450-4e43-88c8-23d989069d4d · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 27

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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.

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Observation 0b6e5114-2cc9-4479-b8be-1a9f82d638e1 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 28

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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.

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Observation 84ea5475-5f60-4a5e-b8a0-79c0b53786b4 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 29

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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.

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Observation 606709a2-16dc-4399-9abd-ebdeb43af180 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 30

Resolution
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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.

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Observation 1e8a7042-095b-4e8b-af10-5def06a1fb01 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 31

Resolution
unresolved
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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.

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Observation bca8f546-441d-475c-857b-632e0ef3aaf4 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 32

Resolution
unresolved
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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.

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Observation 1267d581-a608-4582-9d47-61531264c5dc · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 33

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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.

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Observation ec758acf-2c1d-4814-84b7-b75718eebfec · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 34

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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.

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Observation c6c1955a-f911-4b89-9d4f-75abc126a2de · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-12T18:38:40.146677Z

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.

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Observation e0d8b694-ca60-436d-8c99-fac533c480c0 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-12T18:38:40.120573Z

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.

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Observation 3846648b-b902-4445-a47c-eab223c2240c · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:40.070121Z

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.

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Observation b5fa25ae-f744-4f01-943d-c08c6de45a71 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 38

Resolution
unresolved
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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.

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Observation 12b996a9-8971-4c18-b01c-7aa0ca06e4d1 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:40.025156Z

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=2026-08-12T18:38:36.581218Z digest=sha256:86296e10f98cc3257bd52fbf83834bf0ec4f4ba9e16efffdc2f824f144fe4fed

Observation 3e096293-3942-4805-bbd0-4d54b434e9a4 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.912171Z

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=2026-08-12T18:38:36.587786Z digest=sha256:c95e393f10a934ab541d018e56405d875bce491a5896b6b5b73c8262425e09e6

Observation ec2cecd7-97b7-4eb2-80e8-32c07e91c514 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.850164Z

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=2026-08-12T18:38:36.594439Z digest=sha256:3a404a1bac6f61c4a95a92668be9053219481f6ae85fa5da83a0bf6796193a61

Observation b39dcfda-c35b-41e0-ad4a-e5dacdcdea11 · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:36.602085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.602085Z digest=sha256:e63507134ee61d47648435d0b05315049a929fddf6d065b8164ab45203b9e5d9

Observation 9f1ee32d-814e-409b-b633-335ad4d4911b · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 43

Resolution
unresolved
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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=2026-08-12T18:38:36.610716Z digest=sha256:d173112471f755bdb66158938c103d610728549e284c9fab841887f861fb202f

Observation e36ec773-7c5a-464d-a41d-638651550c3d · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.802763Z

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=2026-08-12T18:38:36.638991Z digest=sha256:759b796ffc3cd07b42ecd95a75041815a31ce893e1cc6ab00de45ea517a0c0e2

Observation 1d8becbc-5d9c-42ee-b76e-878e20c15c61 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.683989Z

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=2026-08-12T18:38:36.724198Z digest=sha256:737a056248557bca120ff506a73c771095db8a28c8c7d070af518f86298ee1b3

Observation e1235775-31cf-4afb-9d5a-e76abd151826 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.664603Z

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=2026-08-12T18:38:36.817225Z digest=sha256:f7a62de7aa5b9876fe0bce606129555421bf86afa22fbac5d92e08de62ac2de6

Observation 51cd4b33-d7c0-4df9-8c73-c196952d902c · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:36.823964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.823964Z digest=sha256:1a3365b2f866fc61331bf1a927c50415375a825b436e5d0ecff7e0945691260d

Observation fe372501-5452-4417-b1d4-701a5f871e44 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.639726Z

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=2026-08-12T18:38:36.829787Z digest=sha256:270c19f94e01b66fe2770b8bf5673f9d5d1eefb6c6713d9c6454708ee9534044

Observation 4a0be286-c97d-4056-b3db-43abbee769af · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.617905Z

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=2026-08-12T18:38:36.837810Z digest=sha256:7ec0837b3ed02c0e5d24b9fc9f8d4e08b5176ac9ffb81fc915dc1d453e0668f6

Observation afd6284a-cec8-4de5-9c69-207e514fe4c6 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.508021Z

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=2026-08-12T18:38:36.845443Z digest=sha256:2098da22bd994f9b3ebc95fb69d806edf6f0b95930965e77ea6600d03f2945e8

Observation ee5e375c-b593-4cc3-8f81-0e44eb587b3a · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.460845Z

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=2026-08-12T18:38:36.854348Z digest=sha256:84e8d69f02731daee45ed753a3fc56aa3f4190c0acc88529855ed4248898024d

Observation b5eb92a2-bab4-496e-a12a-41dafc6febc3 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.430130Z

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=2026-08-12T18:38:36.860641Z digest=sha256:27d8ab495fa0a4f93e715505f3cce03254dc0f5bd35bb475e4291d3a849c8424

Observation 2b499513-561c-4ad6-9e76-1238c7689625 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.402949Z

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=2026-08-12T18:38:36.868569Z digest=sha256:a96f527793868698161e1dc2baea66376338a4c60c9a10695d1a03a077145246

Observation 01219936-2e9c-4ed1-9c54-533f13c4a075 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.380835Z

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=2026-08-12T18:38:36.875672Z digest=sha256:6f8deafcc286d37f9063afd30d5a020964164c0fe562fe7645034cad1329cb70

Observation d653cd13-3a52-4aef-95ca-f4ea32925eb1 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:36.885296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.885296Z digest=sha256:b1ab92688544b11fa7167dbbdcc4bf4066e90ea11636df60fc52df67b1909a41

Observation 53a3eb7e-80a9-4367-b3e5-885845a6783f · outbound

This paper cites Learning To Retrieve Prompts for In-Context Learning.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Learning To Retrieve Prompts for In-Context Learning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:36.899309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.899309Z digest=sha256:cfae90795e2a72f4d0e9bfabd1e854c7e395b2a15f9855985c558c2470e759f1

Observation f6e6e863-98c3-4315-85d6-e275542f9c08 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.333386Z

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=2026-08-12T18:38:36.908712Z digest=sha256:c2902675666a6731eb372c3d049bbedfd4e675b6a7fa88cc8349b5563a98de29

Observation 5040c623-2bd5-4088-b516-ecd36a8d7f04 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.302007Z

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=2026-08-12T18:38:36.958862Z digest=sha256:0c38f98b1a5267b634384e6d59ef27dcf8a90aa1cbdab5a1d8c41a57c6a7066d

Observation 22af2354-5e9c-4b81-b7bf-baad1cff7a11 · outbound

This paper cites How to handle soft constraints?.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries How to handle soft constraints?

Reference 59

Resolution
verified fuzzy
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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=2026-08-12T18:38:37.063048Z digest=sha256:048db36f998b14218f2fd45432f1a0017c18930c553a99c3fd8216b128c9c555

Observation c392ad8d-42f1-46f8-8f5e-763ec4ee3132 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.061279Z

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=2026-08-12T18:38:37.137602Z digest=sha256:87bba472b1892e14aad19e65a712cbd13a858d1edb15b7d46bbe55d19cc0f04e

Observation 78094c3e-c38e-4800-bfe2-65da0015aa82 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.033216Z

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=2026-08-12T18:38:37.187513Z digest=sha256:5552440e5437b5ef62b78034090a85b1dd0f7c5fa91102cb4566fc740c0a14d5

Observation 0e17ddf4-08ba-46f6-9492-7bbab1da822f · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:39.000074Z

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=2026-08-12T18:38:37.196523Z digest=sha256:14465dc22c1702c9bf189e24aef9abacccaec9c74e142d8c3cda2d77af680dfd

Observation 5a87fb6a-9158-4e3c-8872-02e675e553e1 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.959404Z

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=2026-08-12T18:38:37.206040Z digest=sha256:3257ede107426f415c4dc566d33a15ea43c37efe77565d645f10c6542abe0e1e

Observation f87cad78-53d9-4ea6-a58a-9bac00fe6c87 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.855545Z

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=2026-08-12T18:38:37.215308Z digest=sha256:b6dbc9590c930dc563ae04c8db73d671c69b421e30f72b24cea8e6c19cf54950

Observation e624513d-ea29-42b9-9e47-75c3336c41ff · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.819854Z

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=2026-08-12T18:38:37.221684Z digest=sha256:3d3bb6df0f41f55c3064a32b5b3cd4e0b526fc8dbb0e1dd3951c9da3478b97d4

Observation 8df5fbd7-028d-40a2-a210-ac07d67aba6a · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.780214Z

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=2026-08-12T18:38:37.233618Z digest=sha256:a6dc263d5b7246bd77c064b5ecec38034f3606cbddd492b4e39a19d627faa12c

Observation adb4b00d-a8b0-4289-a745-d8f5c1021db8 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.738060Z

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=2026-08-12T18:38:37.246527Z digest=sha256:3152d1eb774dc013048031db62c65dcbb1038fc6ff92b4003899f2826ef71bac

Observation 80e5c892-0fd7-447d-b4ed-13b2285aa2fa · outbound

This paper cites Chi, Quoc V.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Chi, Quoc V

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:38.662779Z

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=2026-08-12T18:38:37.253255Z digest=sha256:6a43e83ad1f3c1f16726e51c1faf0873c0e09ab0e05fc591a5ea21831c0e9eff

Observation 47033127-0dd1-4949-98ae-e293a79c5771 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:37.313835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:37.313835Z digest=sha256:22500d8bf0fe6f74370ee18dd8e4ba36a4fcf048d286afdfc213907b45f500e8

Observation 95320aed-47ca-4970-9342-8f43e1740504 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:37.400006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:37.400006Z digest=sha256:a979e6ebe8a5bfa9be1acfce88a4c4b78e451df4d306ebce03fb741f1d9dcdc2

Observation 39341e5e-3d51-4fe0-90e4-d602e66e16c5 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.556296Z

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=2026-08-12T18:38:37.427541Z digest=sha256:930fd4b781e2a28605e413c37361719aa06e3a20804e05e0d893d6315ab35ca9

Observation f40b64ef-d729-49c3-943a-f32d9828e758 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.445882Z

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=2026-08-12T18:38:37.470301Z digest=sha256:97c288a4ebce03b727b884f9082fe83ef5c42d8ecc6b3a0d9bda39d389e73495

Observation 59ba9c01-2c3f-43f6-856b-25bbfbfb65ac · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:37.483237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:37.483237Z digest=sha256:19ee37b16954a1e5bcdc28535057deda4d61fcf57eb4a991bd577118f0b73437

Observation 5bd29c63-f447-447b-9b36-670d66f1e39c · outbound

This paper cites Bissyandé, and Shunfu Jin.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Bissyandé, and Shunfu Jin

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:38:38.373618Z

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=2026-08-12T18:38:37.490465Z digest=sha256:f3191bf5047ed48c3ac72f77baca8873dc51e481c5209fe7ed642bdc1b438776

Observation 7648547e-a5df-4743-b392-125d8792897e · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.253293Z

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=2026-08-12T18:38:37.496352Z digest=sha256:e7351ae2f8adfaecb5fa76a46a34640f70c9ad6d63c7aedd6a10b829d1419f21

Observation 0d2f765c-b6de-4f54-91a8-01f97a1965a6 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.224519Z

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.

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Observation a8577711-55d7-4b74-b2a3-478646a36ab6 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.199069Z

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.

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Observation a14bf528-862e-4c93-b633-4f5d53e976a2 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.124048Z

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.

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Observation 1f00bda9-e2ce-43b1-8454-ab9e5ba42da5 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:38.054380Z

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.

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Observation a98b51dc-93fd-46c1-94df-1784e1f6e3ba · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:37.966273Z

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.

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Observation 6950ce77-ab11-48f9-b0b4-7cf178923420 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:37.547990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:37.547990Z digest=sha256:7f6ee9fa68e731ab81e8b0022e55d989b6a9f925af6f3507bce5d42e1d4af081

Observation 5bd59d70-4195-44f9-bad6-f34c0a7d31a1 · outbound

This paper cites an unresolved cited work.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:37.831833Z

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.

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Observation 3c7d75be-0412-41eb-afd4-d8bd3b10e583 · outbound

This paper cites LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning.

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:36.368228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:38:36.368228Z digest=sha256:6722bbd1e56ca441bd5de348df9e6dd796c1da22ade6070205dd120cc8dd29ce

Pith citing papers

No inbound Pith citation observations are available.