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Paper Citation Record · LEDGER

Strengthening LLMs for Tabular Prediction with Structural Priors

As of 6 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2510.17385.

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

pith.paper-citation-record.v1
2510.17385 v5

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:07:34.633692Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T01:00:20.188501Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T01:03:52.966147Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5d180f7-a1f8-4e2e-9c9d-6b280cb5edb3 · outbound

This paper cites However, the international usage is low, which might indicate limited need for international services.

Strengthening LLMs for Tabular Prediction with Structural Priors However, the international usage is low, which might indicate limited need for international services

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:33.569742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:33.569742Z digest=sha256:f72ef822cc1962688ea53fac6103302bcc32c89b9248f5cab2f0f9a2dd579150

Observation 2c4adae7-69de-40eb-b519-4f99ace0a973 · outbound

This paper cites This could be a concern if the customer is sensitive to international call costs.

Strengthening LLMs for Tabular Prediction with Structural Priors This could be a concern if the customer is sensitive to international call costs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:33.657936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:33.657936Z digest=sha256:ac8e7f1f927ed4ff5ec885eeacc022e9a0e45bf281cfc645e788e1e3ee170bab

Observation e848f2b5-73b3-49cc-8142-4256a4f0c8ce · outbound

This paper cites an unresolved cited work.

Strengthening LLMs for Tabular Prediction with Structural Priors Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:33.729217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:33.729217Z digest=sha256:b0bcb4dfb2960a84e4af596cf8335be7ccdef354c42c704111f3f5c09964deb5

Observation dece652f-8762-4a73-9bc1-e75e5ba623b2 · outbound

This paper cites an unresolved cited work.

Strengthening LLMs for Tabular Prediction with Structural Priors Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:33.834339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:33.834339Z digest=sha256:c689bb79f6f3d54793a39a7c7160a50c1a74455ff27a6a176bfcb29eeb02f4ec

Observation fc90aa09-7ac9-4bbc-968a-d750689c3d23 · outbound

This paper cites However, in this case, the customer does not exhibit these signs.

Strengthening LLMs for Tabular Prediction with Structural Priors However, in this case, the customer does not exhibit these signs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:33.909781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:33.909781Z digest=sha256:4079900384b2aa84c62d217ba47f8c953aea4834f317de8e83b902286a6b9d66

Observation 1d9f3441-c468-41cb-afe8-e183e96acb67 · outbound

This paper cites Schaum's Outline of Computer Architecture.

Strengthening LLMs for Tabular Prediction with Structural Priors Schaum's Outline of Computer Architecture

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.031366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.031366Z digest=sha256:c677e9120b6a865e85409e86bb8a6d873e5ac7932dd40b88b64085e6e9bf0007

Observation e5f48e8e-264c-4761-bd5c-6f7921b57aa4 · outbound

This paper cites Nick Carter is a known author in the computer science domain, which might indicate a reliable source of information.

Strengthening LLMs for Tabular Prediction with Structural Priors Nick Carter is a known author in the computer science domain, which might indicate a reliable source of information

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.112063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.112063Z digest=sha256:ef205afe657264e43ef3ed3313248765ab46f63db4629800ad4c1a5bcb8244c2

Observation 3607ce70-5368-42a7-bdee-f4117d47c064 · outbound

This paper cites This could imply that the book is either niche or not widely reviewed, which might affect the average rating.

Strengthening LLMs for Tabular Prediction with Structural Priors This could imply that the book is either niche or not widely reviewed, which might affect the average rating

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.185420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.185420Z digest=sha256:cff00df6d64d2991b0403f0cb4745277211c54e9184859e266de79415ef0927a

Observation acd9aee7-776a-4e9a-9d90-a0f5dc76138a · outbound

This paper cites This is a relatively recent publication, which might suggest that the content is up-to-date and relevant to current computer architecture topics.

Strengthening LLMs for Tabular Prediction with Structural Priors This is a relatively recent publication, which might suggest that the content is up-to-date and relevant to current computer architecture topics

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.249051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.249051Z digest=sha256:be49a3ddf9d77b3aab9bf8e288ed6ea1cd2451fa916a13877ce5bea72698eb70

Observation 8f0c3dbb-3139-426c-9052-5228a5fbcf2e · outbound

This paper cites This indicates that the content has been updated and refined, which is generally a positive sign for the quality of the book.

Strengthening LLMs for Tabular Prediction with Structural Priors This indicates that the content has been updated and refined, which is generally a positive sign for the quality of the book

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.331146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.331146Z digest=sha256:09410b634f89f0f57a18e4325726d52eb5025f4219b602aa35dbc8d5bb90536b

Observation 306e1148-4d0c-4083-aa66-271405e7df33 · outbound

This paper cites This is a moderate length, suggesting that the book is comprehensive but not overly dense, which might make it accessible to students and professionals.

Strengthening LLMs for Tabular Prediction with Structural Priors This is a moderate length, suggesting that the book is comprehensive but not overly dense, which might make it accessible to students and professionals

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.393010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.393010Z digest=sha256:d6e15a1547e6e85cbaf45ed5c07c8e3007f48153602471f32736bfaa1e74cb14

Observation 13099878-c57d-41ab-af07-68d16c496d55 · outbound

This paper cites This is a positive factor, as it ensures that the book is accessible to a wide audience.

Strengthening LLMs for Tabular Prediction with Structural Priors This is a positive factor, as it ensures that the book is accessible to a wide audience

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.447227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.447227Z digest=sha256:bef9c54ab3cb36b189e1cb13753903b732abbf40fd53d09290a36e525a4fe4bd

Observation e07e6bf6-305b-446f-b6ce-a160057bdf19 · outbound

This paper cites This is a very low number, which might indicate that the book is not widely discussed or reviewed, potentially leading to a less stable average rating.

Strengthening LLMs for Tabular Prediction with Structural Priors This is a very low number, which might indicate that the book is not widely discussed or reviewed, potentially leading to a less stable average rating

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.545746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.545746Z digest=sha256:e4202f16cb9b3f4411bcc37c596f08a56683c9b05f29fdb45e5bab59a7f785af

Observation 0b9a9901-93a2-4a6b-ab04-ad3618eecfd0 · outbound

This paper cites Schaum's Outline of Computer Architecture.

Strengthening LLMs for Tabular Prediction with Structural Priors Schaum's Outline of Computer Architecture

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T09:07:34.633692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:07:34.633692Z digest=sha256:254d0a3dc45c46983828e511ec982fd42c43a2ff3d9857dbadf01566af60bc25

Pith citing papers

Observation 9624185d-ae58-458c-b1fc-066c5bd8fd99 · inbound

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold cites this paper.

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold Strengthening LLMs for Tabular Prediction with Structural Priors

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-23T03:13:12.141827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T13:57:36.981142Z digest=sha256:3f9aa6338082e5753b5d5c6c600f790032f1070ef6194dee7460597adbb33e2f

Observation a42f8204-6cdd-44af-bc2b-57ded0474069 · inbound

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold cites this paper.

ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold Strengthening LLMs for Tabular Prediction with Structural Priors

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-23T03:13:12.141827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-21T01:00:20.188501Z digest=sha256:c7227f99758ab656dfac2a07ba07434c1a8884200df7cf64804a742ba7879828